XoFTR: Cross-modal Feature Matching Transformer
{"{O}}nder Tuzcuoglu and Aybora K{"{o}}ksal and Bugra Sofu and Sinan Kalkan and A. Aydin Alatan
CoRR, abs/2404.09692, 2024
Visualization of Human Brain Network for the Analysis of
Alzheimer’s Disease
G{"{o}}n{"{u}}l G{"{u}}nal Degirmendereli and Ulas Sedat Aydin and Abdulla Ahmadkhan and Baris T{"{u}}rn{"{u}}kl{"{u}} Ve and Fatos T. Yarman{-}Vural
32nd Signal Processing and Communications Applications Conference, {SIU} 2024, Mersin, Turkiye, May 15-18, 2024, pp. 1–4, 2024
SegIns: {A} simple extension to instance discrimination task for
better localization learning
Melih Baydar and Emre Akbas
J. Vis. Commun. Image Represent., 100, pp. 104122, 2024
RankED: Addressing Imbalance and Uncertainty in Edge Detection
Using Ranking-based Losses
Bedrettin Cetinkaya and Sinan Kalkan and Emre Akbas
CoRR, abs/2403.01795, 2024
Pre-Grasp Approaching on Mobile Robots: {A} Pre-Active Layered
Approach
Lakshadeep Naik and Sinan Kalkan and Norbert Kr{"{u}}ger
{IEEE} Robotics Autom. Lett., 9(3), pp. 2606–2613, 2024
Part-based Quantitative Analysis for Heatmaps
Osman Tursun and Sinan Kalkan and Simon Denman and Sridha Sridharan and Clinton Fookes
CoRR, abs/2405.13264, 2024
MoCap-to-Visual Domain Adaptation for Efficient Human Mesh
Estimation from 2D Keypoints
Bedirhan Uguz and Ozhan Suat and Batuhan Karag{"{o}}z and Emre Akbas
CoRR, abs/2404.07094, 2024
BaSeNet: {A} Learning-based Mobile Manipulator Base Pose
Sequence Planning for Pickup Tasks
Lakshadeep Naik and Sinan Kalkan and Sune Lund{} S{}rensen and Mikkel Baun Kj{}rgaard and Norbert Kr{"{u}}ger
CoRR, abs/2406.08653, 2024
A Comparison of Deep Learning Models for Proton Background
Rejection with the {AMS} Electromagnetic Calorimeter
Raheem Karim Hashmani and Emre Akbas and Melahat Bilge Demirk{"{o}}z
CoRR, abs/2402.16285, 2024
Cross-lingual
few-shot sign language recognition
Y. C. Bilge, N. Ikizler-Cinbis, R. G. Cinbis
Pattern Recognition, 151, pp. 110374, July 2024
Learning
to Estimate System Specifications in Linear Temporal Logic using
Transformers and Mamba
arXiv:2405.20917, May 2024
DARKIN:
A zero-shot classification benchmark and an evaluation of
protein language models
E. A. Sunar, Z. Işık, M. Pekey, R. G. Cinbis, O. Tastan
ICLR 2024 Workshop on Machine Learning for Genomics Explorations (MLGenX), May 2024
{WAIT:} Feature Warping for Animation to Illustration video
Translation using GANs
Samet Hicsonmez and Nermin Samet and Fidan Samet and Oguz Bakir and Emre Akbas and Pinar Duygulu
CoRR, abs/2310.04901, 2023
Uncertainty-based Fairness Measures
Selim Kuzucu and Jiaee Cheong and Hatice Gunes and Sinan Kalkan
CoRR, abs/2312.11299, 2023
Transformers in Small Object Detection: {A} Benchmark and Survey
of State-of-the-Art
Aref Miri Rekavandi and Shima Rashidi and Farid Boussa{"{}}d and Stephen Hoefs and Emre Akbas and Mohammed Bennamoun
CoRR, abs/2309.04902, 2023
Towards Gender Fairness for Mental Health Prediction
Jiaee Cheong and Selim Kuzucu and Sinan Kalkan and Hatice Gunes
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao, SAR, China, pp. 5932–5940, 2023
Towards Causal Replay for Knowledge Rehearsal in Continual
Learning
Nikhil Churamani and Jiaee Cheong and Sinan Kalkan and Hatice Gunes
{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington, DC, {USA}, 208, pp. 63–70, 2023
TMO-Det: Deep tone-mapping optimized with and for object
detection
Ismail Hakki Kocdemir and Alper Koz and Ahmet Oguz Aky{"{u}}z and Alan Chalmers and A. Aydin Alatan and Sinan Kalkan
Pattern Recognit. Lett., 172, pp. 230–236, 2023
Improving Sketch Colorization using Adversarial Segmentation
Consistency
Samet Hicsonmez and Nermin Samet and Emre Akbas and Pinar Duygulu
CoRR, abs/2301.08590, 2023
HoughNet: Integrating Near and Long-Range Evidence for Visual
Detection
Nermin Samet and Samet Hicsonmez and Emre Akbas
{IEEE} Trans. Pattern Anal. Mach. Intell., 45(4), pp. 4667–4681, 2023
Generalized Mask-aware IoU for Anchor Assignment for Real-time
Instance Segmentation
Baris Can {}am and Kemal {"{O}}ks{"{u}}z and Fehmi Kahraman and Zeynep Sonat Baltaci and Sinan Kalkan and Emre Akbas
CoRR, abs/2312.17031, 2023
Fraud detection from paper texture using Siamese networks
Ezgi Ekiz Emiroglu and Erol Sahin and Fatos T. Yarman{-}Vural
Signal Image Video Process., 17(7), pp. 3369–3376, 2023
Editorial: Machine learning methods for human brain imaging
Fatos T{"{u}}nay Yarman Vural and Sharlene D. Newman and Tolga {}ukur and Itir {"{O}}nal Ertugrul
Frontiers Neuroinformatics, 17, 2023
Early Diagnosis of Alzheimer Disease with Shannon Information
Source Model of the Brain
Ulas Sedat Aydin and Abdulla Ahmadkhan and Gonul Gunal Degirmendereli and Fatos T{"{u}}nay Yarman Vural
30th {IEEE} International Conference on Electronics, Circuits and Systems, {ICECS} 2023, Istanbul, Turkey, December 4-7, 2023, pp. 1–4, 2023
DidEye: An Attempt for Defining and Incorporating Visual
Intuition for Convolutional Neural Networks
Robin Ko{} and Fatos T. Yarman{-}Vural
31st Signal Processing and Communications Applications Conference, {SIU} 2023, Istanbul, Turkey, July 5-8, 2023, pp. 1–4, 2023
Correlation Loss: Enforcing Correlation between Classification
and Localization
Fehmi Kahraman and Kemal Oksuz and Sinan Kalkan and Emre Akbas
Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023, pp. 1087–1095, 2023
Class Uncertainty: {A} Measure to Mitigate Class Imbalance
Zeynep Sonat Baltaci and Kemal Oksuz and Selim Kuzucu and K. Tezoren and B. K. Konar and A. Ozkan and Emre Akbas and Sinan Kalkan
CoRR, abs/2311.14090, 2023
Causal Structure Learning of Bias for Fair Affect Recognition
Jiaee Cheong and Sinan Kalkan and Hatice Gunes
{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops, {WACV} 2023 - Workshops, Waikoloa, HI, USA, January 3-7, 2023, pp. 340–349, 2023
A Novel Graph Neural Network for Zone-Level Urban-Scale Building
Energy Use Estimation
Eren G{"{o}}kberk Hala{}li and Ilkim Canli and Or{}un Koral Iseri and Feyza Yavuz and {}agla Meral Akg{"{u}}l and Sinan Kalkan and Ipek G{"{u}}rsel Dino
Proceedings of the 10th {ACM} International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2023, Istanbul, Turkey, November 15-16, 2023, pp. 169–176, 2023
HybridAugment++:
Unified Frequency Spectra Perturbations for Model Robustness
M. K. Yucel, R. G. Cinbis, P. Duygulu
IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, October 2023
VISION
Datasets: A Benchmark for Vision-based InduStrial InspectiON
H. Bai, S. Mou, T. Likhomanenko, R. G. Cinbis, O. Tuzel, P. Huang, J. Shan, J. Shi, M. Cao
arXiv:2306.07890, June 2023
Meta-tuning
Loss Functions and Data Augmentation for Few-shot Object
Detection
B. Demirel, O. B. Baran, R. G. Cinbis
IEEE/CVF Conference on Computer Vision & Pattern Recognition (CVPR), Vancouver, Canada, June 2023
Towards
Zero-shot Sign Language Recognition
Y. C. Bilge, R. G. Cinbis, N. Ikizler-Cinbis
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45, pp. 1217-1232, January 2023
DeepSide:
A Deep Learning Framework for Drug Side Effect Prediction
O. C. Uner, H. I. Kuru, R. G. Cinbis, O. Tastan, A. E. Cicek
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20, January 2023
Vision-based estimation of the number of occupants using video
cameras
Ipek Gursel Dino and M. Esat Kalfaoglu and Orcun Koral Iseri and Bilge Erdogan and Sinan Kalkan and A. Aydin Alatan
Adv. Eng. Informatics, 53, pp. 101662, 2022
Traffic Prediction with Peak-Aware Temporal Graph Convolutional
Networks
Fatih Acun and Sinan Kalkan and Ebru Aydin Gol
30th Signal Processing and Communications Applications Conference, {SIU} 2022, Safranbolu, Turkey, May 15-18, 2022, pp. 1–4, 2022
Texture Analysis by Deep Twin Networks for Paper Fraud Detection
Ezgi Ekiz and Erol Sahin and Fatos T. Yarman{-}Vural
30th Signal Processing and Communications Applications Conference, {SIU} 2022, Safranbolu, Turkey, May 15-18, 2022, pp. 1–4, 2022
Template-aligned Transfer Learning on Brain Decoding Problem
Erkin Eryol and Fatos T. Yarman{-}Vural
30th Signal Processing and Communications Applications Conference, {SIU} 2022, Safranbolu, Turkey, May 15-18, 2022, pp. 1–4, 2022
Segment Augmentation and Differentiable Ranking for Logo
Retrieval
Feyza Yavuz and Sinan Kalkan
26th International Conference on Pattern Recognition, {ICPR} 2022, Montreal, QC, Canada, August 21-25, 2022, pp. 1621–1627, 2022
One Metric to Measure Them All: Localisation Recall Precision
{(LRP)} for Evaluating Visual Detection Tasks
Kemal Oksuz and Baris Can Cam and Sinan Kalkan and Emre Akbas
{IEEE} Trans. Pattern Anal. Mach. Intell., 44(12), pp. 9446–9463, 2022
Object Detection for Autonomous Driving: High-Dynamic Range
vs. Low-Dynamic Range Images
Ismail Hakki Kocdemir and Ahmet Oguz Aky{"{u}}z and Alper Koz and Alan Chalmers and A. Aydin Alatan and Sinan Kalkan
24th {IEEE} International Workshop on Multimedia Signal Processing, {MMSP} 2022, Shanghai, China, September 26-28, 2022, pp. 1–5, 2022
Mind Your Manners! {A} Dataset and a Continual Learning Approach
for Assessing Social Appropriateness of Robot Actions
Jonas Tjomsland and Sinan Kalkan and Hatice Gunes
Frontiers Robotics {AI}, 9, pp. 669420, 2022
Just noticeable difference for machine perception and generation
of regularized adversarial images with minimal perturbation
Adil Kaan Akan and Emre Akbas and Fatos T. Yarman{-}Vural
Signal Image Video Process., 16(6), pp. 1595–1606, 2022
Hierarchical Feature Alignment for Transfer Learning on Neural
Decoding Tasks
Erkin Eryol and Fatos T. Yarman{-}Vural
22nd {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2022, Taichung, Taiwan, November 7-9, 2022, pp. 249–254, 2022
Hand-crafted versus learned representations for audio event
detection
Selver Ezgi K{"{u}}{}{"{u}}kbay and Adnan Yazici and Sinan Kalkan
Multim. Tools Appl., 81(21), pp. 30911–30930, 2022
Does depth estimation help object detection?
Bedrettin Cetinkaya and Sinan Kalkan and Emre Akbas
Image Vis. Comput., 122, pp. 104427, 2022
Counterfactual Fairness for Facial Expression Recognition
Jiaee Cheong and Sinan Kalkan and Hatice Gunes
Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {V}, 13805, pp. 245–261, 2022
Character Generation through Self-Supervised Vectorization
Gokcen Gokceoglu and Emre Akbas
CoRR, abs/2208.02012, 2022
Attentive
Sequential Auto-Encoding Towards Unsupervised Object-centric
Scene Modeling
Y. D. Çetin, R. G. Cinbiş
GU J Sci, Part C, 10(4), pp. 1127-1142, December 2022
AssembleRL: Learning to Assemble Furniture from Their Point
Clouds
{"{O}}zg{"{u}}r Aslan and Burak Bolat and Batuhan Bal and Tugba T{"{u}}mer and Erol Sahin and Sinan Kalkan
{IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2022, Kyoto, Japan, October 23-27, 2022, pp. 2748–2753, 2022
An Analysis on Disentanglement in Machine Learning
Hazal Mogultay and Sinan Kalkan and Fatos T. Yarman{-}Vural
30th Signal Processing and Communications Applications Conference, {SIU} 2022, Safranbolu, Turkey, May 15-18, 2022, pp. 1–4, 2022
A Scoring Method for Interpretability of Concepts in
Convolutional Neural Networks
Mustafa Kagan G{"{u}}rkan and Nafiz Arica and Fatos T. Yarman{-}Vural
30th Signal Processing and Communications Applications Conference, {SIU} 2022, Safranbolu, Turkey, May 15-18, 2022, pp. 1–4, 2022
A
Recurrent and Meta-learned Model of Weakly Supervised Object
Localization
M. B. Sariyildiz, G. Sumbul, R. G. Cinbis
IEEE ISMSIT, 2022
Semantics-driven
Attentive Few-shot Learning over Clean and Noisy Samples
O. B. Baran, R. G. Cinbis
Neurocomputing, 513, pp. 59-69, November 2022
Streaming
Multiscale Deep Equilibrium Models
C. U. Ertenli, E. Akbas, R. G. Cinbis
European Conference on Computer Vision (ECCV), October 2022
Caption
Generation on Scenes with Seen and Unseen Object Categories
B. Demirel, R. G. Cinbis
Image and Vision Computing, 124, pp. 104515, August 2022
Closed-form
Sample Probing for Learning Generative Models in Zero-shot
Learning
S. Cetin, O. B. Baran, R. G. Cinbis
International Conference on Learning Representations (ICLR), April 2022
How
robust are discriminatively trained zero-shot learning
models?
M. K. Yucel, R. G. Cinbis, P. Duygulu
Image and Vision Computing, 119, pp. 104392, March 2022
MaskSplit:
Self-supervised Meta-learning for Few-shot Semantic
Segmentation
M. S. Amac, A. Sencan, O. B. Baran, N. Ikizler-Cinbis, R. G. Cinbis
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2022
{HDR} Image Construction from Trifocal Multiexposure Images
Alper Koz and Baris Demirkili{} and Yunus Bilge Kurt and Ahmet Oguz Aky{"{u}}z and Sinan Kalkan and A. Aydin Alatan and Alan Chalmers
23rd International Workshop on Multimedia Signal Processing, {MMSP} 2021, Tampere, Finland, October 6-8, 2021, pp. 1–5, 2021
{EEG} Classification by Factoring in Sensor Spatial
Configuration
Lubna Shibly Mokatren and Rashid Ansari and Ahmet Enis {}etin and Alex D. Leow and Olusola Ajilore and Heide Klumpp and Fatos T. Yarman{-}Vural
{IEEE} Access, 9, pp. 19053–19065, 2021
The Hitchhiker’s Guide to Bias and Fairness in Facial Affective
Signal Processing: Overview and techniques
Jiaee Cheong and Sinan Kalkan and Hatice Gunes
{IEEE} Signal Process. Mag., 38(6), pp. 39–49, 2021
Speech Driven Gaze in a Face-to-Face Interaction
{"{U}}lk{"{u}} Arslan Aydin and Sinan Kalkan and Cengiz Acart{"{u}}rk
Frontiers Neurorobotics, 15, pp. 598895, 2021
Representation of Cognitive States by Shannon Entropy
Gonul Gunal Degirmendereli and Fatos T. Yarman{-}Vural
29th Signal Processing and Communications Applications Conference, {SIU} 2021, Istanbul, Turkey, June 9-11, 2021, pp. 1–4, 2021
Reinforcement Learning versus Conventional Control for
Controlling a Planar Bi-rotor Platform with Tail Appendage
Halil Ibrahim Ugurlu and Sinan Kalkan and Afsar Saranli
J. Intell. Robotic Syst., 102(4), pp. 77, 2021
Rank {&} Sort Loss for Object Detection and Instance
Segmentation
Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan
2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021, pp. 2989–2998, 2021
Mask-aware IoU for Anchor Assignment in Real-time Instance
Segmentation
Kemal Oksuz and Baris Can Cam and Fehmi Kahraman and Zeynep Sonat Baltaci and Sinan Kalkan and Emre Akbas
32nd British Machine Vision Conference 2021, {BMVC} 2021, Online, November 22-25, 2021, pp. 228, 2021
Lifelong Learning and Personalization in Long-Term Human-Robot
Interaction {(LEAP-HRI)}
Bahar Irfan and Aditi Ramachandran and Samuel Spaulding and Sinan Kalkan and German Ignacio Parisi and Hatice Gunes
Companion of the 2021 {ACM/IEEE} International Conference on Human-Robot Interaction, {HRI} 2021, Boulder, CO, USA, March 8-11, 2021, pp. 724–727, 2021
Just Noticeable Difference for Machine Perception and Generation
of Regularized Adversarial Images with Minimal Perturbation
Adil Kaan Akan and Emre Akbas and Fatos T. Yarman{-}Vural
CoRR, abs/2102.08079, 2021
Imbalance Problems in Object Detection: {A} Review
Kemal Oksuz and Baris Can Cam and Sinan Kalkan and Emre Akbas
{IEEE} Trans. Pattern Anal. Mach. Intell., 43(10), pp. 3388–3415, 2021
HoughNet: Integrating near and long-range evidence for visual
detection
Nermin Samet and Samet Hicsonmez and Emre Akbas
CoRR, abs/2104.06773, 2021
HPRNet: Hierarchical point regression for whole-body human pose
estimation
Nermin Samet and Emre Akbas
Image Vis. Comput., 115, pp. 104285, 2021
HPRNet: Hierarchical Point Regression for Whole-Body Human Pose
Estimation
Nermin Samet and Emre Akbas
CoRR, abs/2106.04269, 2021
Analyzing Complex Problem Solving by Dynamic Brain Networks
Abdullah Alchihabi and Omer Ekmekci and Baran Baris Kivilcim and Sharlene D. Newman and Fatos T. Yarman{-}Vural
Frontiers Neuroinformatics, 15, pp. 670052, 2021
Adversarial Segmentation Loss for Sketch Colorization
Samet Hicsonmez and Nermin Samet and Emre Akbas and Pinar Duygulu
CoRR, abs/2102.06192, 2021
Adversarial Segmentation Loss For Sketch Colorization
Samet Hicsonmez and Nermin Samet and Emre Akbas and Pinar Duygulu
2021 {IEEE} International Conference on Image Processing, {ICIP} 2021, Anchorage, AK, USA, September 19-22, 2021, pp. 2403–2407, 2021
AULA-Caps: Lifecycle-Aware Capsule Networks for Spatio-Temporal
Analysis of Facial Actions
Nikhil Churamani and Sinan Kalkan and Hatice Gunes
16th {IEEE} International Conference on Automatic Face and Gesture Recognition, {FG} 2021, Jodhpur, India, December 15-18, 2021, pp. 1–8, 2021
A Deeper Look into Convolutions via Pruning
Ilke {}ugu and Emre Akbas
CoRR, abs/2102.02804, 2021
B. Aygunes, R. G. Cinbis, S. Aksoy
ISPRS Journal of Photogrammetry and Remote Sensing, 176, pp. 262-274, June 2021
M. K. Yucel, Y. C. Bilge, N. Ikizler-Cinbis, P. Duygulu, R. G. Cinbis
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2021
{GANILLA:} Generative adversarial networks for image to
illustration translation
Samet Hicsonmez and Nermin Samet and Emre Akbas and Pinar Duygulu
Image Vis. Comput., 95, pp. 103886, 2020
{GANILLA:} Generative Adversarial Networks for Image to
Illustration Translation
Samet Hicsonmez and Nermin Samet and Emre Akbas and Pinar Duygulu
CoRR, abs/2002.05638, 2020
{ALET} (Automated Labeling of Equipment and Tools): {A} Dataset
for Tool Detection and Human Worker Safety Detection
Fatih Can Kurnaz and Burak Hocaoglu and Mert Kaan Yilmaz and Idil S{"{u}}lo and Sinan Kalkan
Computer Vision - {ECCV} 2020 Workshops - Glasgow, UK, August 23-28, 2020, Proceedings, Part {IV}, 12538, pp. 371–386, 2020
Transformer-Encoder Detector Module: Using Context to Improve
Robustness to Adversarial Attacks on Object Detection
Faisal Alamri and Sinan Kalkan and Nicolas Pugeault
25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021, pp. 9577–9584, 2020
Spatio-Temporal Analysis of Facial Actions using Lifecycle-Aware
Capsule Networks
Nikhil Churamani and Sinan Kalkan and Hatice Gunes
CoRR, abs/2011.08819, 2020
Single-Image
Super-Resolution Analysis in DCT Spectral Domain
O. Aydın, R. G. Cinbiş
Balkan Journal of Electrical and Computer Engineering, 8, pp. 209-217, 2020
Reducing Label Noise in Anchor-Free Object Detection
Nermin Samet and Samet Hicsonmez and Emre Akbas
31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual Event, UK, September 7-10, 2020, 2020
One Metric to Measure them All: Localisation Recall Precision
{(LRP)} for Evaluating Visual Detection Tasks
Kemal Oksuz and Baris Can Cam and Sinan Kalkan and Emre Akbas
CoRR, abs/2011.10772, 2020
Mind Your Manners! {A} Dataset and {A} Continual Learning
Approach for Assessing Social Appropriateness of Robot Actions
Jonas Tjomsland and Sinan Kalkan and Hatice Gunes
CoRR, abs/2007.12506, 2020
Low-level multiscale image segmentation and a benchmark for its
evaluation
Emre Akbas and Narendra Ahuja
Comput. Vis. Image Underst., 199, pp. 103026, 2020
Late Temporal Modeling in 3D {CNN} Architectures with {BERT} for
Action Recognition
M. Esat Kalfaoglu and Sinan Kalkan and A. Aydin Alatan
Computer Vision - {ECCV} 2020 Workshops - Glasgow, UK, August 23-28, 2020, Proceedings, Part {V}, 12539, pp. 731–747, 2020
Just Noticeable Difference for Machines to Generate Adversarial
Images
Adil Kaan Akan and Mehmet Ali Genc and Fatos T. Yarman{-}Vural
{IEEE} International Conference on Image Processing, {ICIP} 2020, Abu Dhabi, United Arab Emirates, October 25-28, 2020, pp. 2171–2175, 2020
Investigating Bias and Fairness in Facial Expression Recognition
Tian Xu and Jennifer White and Sinan Kalkan and Hatice Gunes
Computer Vision - {ECCV} 2020 Workshops - Glasgow, UK, August 23-28, 2020, Proceedings, Part {VI}, 12540, pp. 506–523, 2020
HoughNet: Integrating near and long-range evidence for bottom-up
object detection
Nermin Samet and Samet Hicsonmez and Emre Akbas
CoRR, abs/2007.02355, 2020
HoughNet: Integrating Near and Long-Range Evidence for Bottom-Up
Object Detection
Nermin Samet and Samet Hicsonmez and Emre Akbas
Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {XXV}, 12370, pp. 406–423, 2020
Generating Positive Bounding Boxes for Balanced Training of
Object Detectors
Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan
{IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2020, Snowmass Village, CO, USA, March 1-5, 2020, pp. 883–892, 2020
Estimating Static and Dynamic Brain Networks by Kulback-Leibler
Divergence from fMRI Data
Gonul Gunal Degirmendereli and Fatos T. Yarman{-}Vural
25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021, pp. 5913–5919, 2020
Continual Learning for Affective Robotics: Why, What and How?
Nikhil Churamani and Sinan Kalkan and Hatice Gunes
29th {IEEE} International Conference on Robot and Human Interactive Communication, {RO-MAN} 2020, Naples, Italy, August 31 - September 4, 2020, pp. 425–431, 2020
A Ranking-based, Balanced Loss Function Unifying Classification
and Localisation in Object Detection
Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan
Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020
A
Deep Dive into Adversarial Robustness in Zero-Shot Learning
M. K. Yucel, R. G. Cinbis, P. Duygulu
ECCV Workshop on Adversarial Robustness in the Real World, Glasgow, United Kingdom (online), August 2020
Key
Protected Classification for Collaborative Learning
M. B. Sariyildiz, R. G. Cinbis, E. Ayday
Pattern Recognition, 104, pp. 107327, August 2020
Graph
convolutional networks for region of interest classification in
breast histopathology
B. Aygüneş, S. Aksoy, R. G. Cinbiş, K. Kösemehmetoğlu, S. Önder, A. Üner
SPIE Medical Imaging Symposium, Digital Pathology Conference, Houston, Texas, USA, February 2020
{EEG} Classification based on Image Configuration in Social
Anxiety Disorder
Lubna Shibly Mokatren and Rashid Ansari and Ahmet Enis {}etin and Alex D. Leow and Olusola Ajilore and Heide Klumpp and Fatos T. Yarman{-}Vural
2019 9th International {IEEE/EMBS} Conference on Neural Engineering (NER), San Francisco, CA, USA, March 20-23, 2019, pp. 577–580, 2019
{COSMO:} Contextualized scene modeling with Boltzmann Machines
Ilker Bozcan and Sinan Kalkan
Robotics Auton. Syst., 113, pp. 132–148, 2019
{ALET} (Automated Labeling of Equipment and Tools): {A} Dataset,
a Baseline and a Usecase for Tool Detection in the Wild
Fatih Can Kurnaz and Burak Hocaoglu and Mert Kaan Yilmaz and Idil S{"{u}}lo and Sinan Kalkan
CoRR, abs/1910.11713, 2019
Self-Supervised Learning of 3D Human Pose using Multi-view
Geometry
Muhammed Kocabas and Salih Karagoz and Emre Akbas
CoRR, abs/1903.02330, 2019
Self-Supervised Learning of 3D Human Pose Using Multi-View
Geometry
Muhammed Kocabas and Salih Karagoz and Emre Akbas
{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2019, Long Beach, CA, USA, June 16-20, 2019, pp. 1077–1086, 2019
Searching for Ambiguous Objects in Videos using Relational
Referring Expressions
Hazan Anayurt and Sezai Artun Ozyegin and Ulfet Cetin and Utku Aktas and Sinan Kalkan
30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff, UK, September 9-12, 2019, pp. 272, 2019
On the Entropy of Brain Anatomic Regions for Complex Problem
Solving
Gonul Gunal Degirmendereli and Sharlene D. Newman and Fatos T. Yarman{-}Vural
19th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2019, Athens, Greece, October 28-30, 2019, pp. 603–608, 2019
Modeling and Decoding Complex Problem Solving Process by
Artificial Neural Networks
Adil Kaan Akan and Baran Baris Kivilcim and Emre Akbas and Sharlene D. Newman and Fatos T. Yarman{-}Vural
27th Signal Processing and Communications Applications Conference, {SIU} 2019, Sivas, Turkey, April 24-26, 2019, pp. 1–4, 2019
MicroExpNet: An Extremely Small and Fast Model For Expression
Recognition From Face Images
Ilke {}ugu and Eren Sener and Emre Akbas
Ninth International Conference on Image Processing Theory, Tools and Applications, {IPTA} 2019, Istanbul, Turkey, November 6-9, 2019, pp. 1–6, 2019
Learning to Generate Unambiguous Spatial Referring Expressions
for Real-World Environments
Fethiye Irmak Dogan and Sinan Kalkan and Iolanda Leite
2019 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019, pp. 4992–4999, 2019
Improved {EEG} Classification by factoring in sensor topography
Lubna Shibly Mokatren and Rashid Ansari and Ahmet Enis {}etin and Alex D. Leow and Heide Klumpp and Olusola Ajilore and Fatos T. Yarman{-}Vural
CoRR, abs/1905.09472, 2019
Deep 3D semantic scene extrapolation
Ali Abbasi and Sinan Kalkan and Yusuf Sahillioglu
Vis. Comput., 35(2), pp. 271–279, 2019
Activity Learning from Lifelogging Images
Kader Belli and Emre Akbas and Adnan Yazici
Artificial Intelligence and Soft Computing - 18th International Conference, {ICAISC} 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part {II}, 11509, pp. 327–337, 2019
Image
Captioning with Unseen Objects
B. Demirel, R. G. Cinbis, N. Ikizler-Cinbis
British Machine Vision Conference (BMVC), September 2019
Zero-Shot
Sign Language Recognition: Can Textual Data Uncover Sign
Languages?
Y. C. Bilge, N. Ikizler-Cinbis, R. G. Cinbis
British Machine Vision Conference (BMVC), September 2019
Gradient
Matching Generative Networks for Zero-Shot Learning
M. B. Sariyildiz, R. G. Cinbis
IEEE/CVF Conference on Computer Vision & Pattern Recognition (CVPR), Long Beach, CA, USA, June 2019
Cross-task
weakly supervised learning from instructional videos
D. Zhukov, J.-B. Alayrac, R.G. Cinbis, D. Fouhey, I. Laptev, J. Sivic
IEEE/CVF Conference on Computer Vision & Pattern Recognition (CVPR), Long Beach, CA, USA, June 2019
B. Aygunes, S. Aksoy, R. G. Cinbis
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, July 2019
Multisource
Region Attention Network for Fine-Grained Object Recognition in
Remote Sensing Imagery
G. Sumbul, R. G. Cinbis, S. Aksoy
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 57, pp. 1558-0644, July 2019
Learning
Visually Consistent Label Embeddings for Zero-Shot Learning
B. Demirel, R. G. Cinbis, N. Ikizler-Cinbis
IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, September 2019
{COSMO:} Contextualized Scene Modeling with Boltzmann Machines
Ilker Bozcan and Sinan Kalkan
CoRR, abs/1807.00511, 2018
Who draw this? Caricaturist recognition using convolutional
neural networks
Samet Hicsonmez and Nermin Samet and Emre Akbas and Pinar Duygulu
26th Signal Processing and Communications Applications Conference, {SIU} 2018, Izmir, Turkey, May 2-5, 2018, pp. 1–4, 2018
What is (Missing or Wrong) in the Scene? {A} Hybrid Deep
Boltzmann Machine for Contextualized Scene Modeling
Ilker Bozcan and Yagmur Oymak and Idil Zeynep Alemdar and Sinan Kalkan
2018 {IEEE} International Conference on Robotics and Automation, {ICRA} 2018, Brisbane, Australia, May 21-25, 2018, pp. 1–6, 2018
On the Brain Networks of Complex Problem Solving
Abdullah Alchihabi and Omer Ekmekci and Baran B. Kivilicim and Sharlene D. Newman and Fatos T. Yarman{-}Vural
CoRR, abs/1810.05077, 2018
Non-Euclidean Vector Product for Neural Networks
Arman Afrasiyabi and Diaa Badawi and Baris Nasir and Ozan Yildiz and Fatos T. Yarman{-}Vural and A. Enis {}etin
2018 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018, pp. 6862–6866, 2018
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose
Residual Network
Muhammed Kocabas and Salih Karagoz and Emre Akbas
CoRR, abs/1807.04067, 2018
MultiPoseNet: Fast Multi-Person Pose Estimation Using Pose
Residual Network
Muhammed Kocabas and Salih Karagoz and Emre Akbas
Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {XI}, 11215, pp. 437–453, 2018
Modeling Brain Networks with Artificial Neural Networks
Baran Baris Kivilcim and Itir {"{O}}nal Ertugrul and Fatos T{"{u}}nay Yarman Vural
Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities - Second International Workshop, {GRAIL} 2018 - and - First International Workshop, Beyond {MIC} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings, pp. 43–53, 2018
Localization Recall Precision {(LRP):} {A} New Performance
Metric for Object Detection
Kemal Oksuz and Baris Can Cam and Emre Akbas and Sinan Kalkan
Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {VII}, 11211, pp. 521–537, 2018
Derin
Öğrenme (translation of Deep Learning by Goodfellow et al.)
Translated by H. Aydın, R. G. Cinbiş, Y. D. Çetin, B. Demirel, S. Kalkan, H. Moğultay, M. B. Sarıyıldız, G. Sümbül, F. Yarman Vural
Buzdağı Yayınevi, 2018
Decoding cognitive subtasks of complex problem solving using
fMRI signals
Abdullah Alchihabi and Baran B. Kivilicim and Omer Ekmekci and Sharlene D. Newman and Fatos T. Yarman{-}Vural
26th Signal Processing and Communications Applications Conference, {SIU} 2018, Izmir, Turkey, May 2-5, 2018, pp. 1–4, 2018
Correlation-Based Variational Change Detection for Elevation
Models
Gizem Aktas and Fatih Nar and Fatos T{"{u}}nay Yarman Vural
2018 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2018, Valencia, Spain, July 22-27, 2018, pp. 1930–1933, 2018
CINet: {A} Learning Based Approach to Incremental Context
Modeling in Robots
Fethiye Irmak Dogan and Ilker Bozcan and Mehmet Celik and Sinan Kalkan
2018 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018, pp. 4641–4646, 2018
BrainParcel: {A} Brain Parcellation Algorithm for Cognitive
State Classification
Hazal Mogultay and Fatos T{"{u}}nay Yarman Vural
Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities - Second International Workshop, {GRAIL} 2018 - and - First International Workshop, Beyond {MIC} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings, pp. 32–42, 2018
A dynamic network representation of fMRI for modeling and
analyzing the problem solving task
Abdullah Alchihabi and Baran B. Kivilicim and Sharlene D. Newman and Fatos T. Yarman{-}Vural
15th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2018, Washington, DC, USA, April 4-7, 2018, pp. 114–117, 2018
A Deep Incremental Boltzmann Machine for Modeling Context in
Robots
Fethiye Irmak Dogan and Hande {}elikkanat and Sinan Kalkan
2018 {IEEE} International Conference on Robotics and Automation, {ICRA} 2018, Brisbane, Australia, May 21-25, 2018, pp. 2411–2416, 2018
Zero-Shot
Object Detection by Hybrid Region Embedding
B. Demirel, R. G. Cinbis, N. Ikizler-Cinbis
British Machine Vision Conference (BMVC), August 2018
Fine-Grained
Object Recognition and Zero-Shot Learning in Multispectral
Imagery
G. Sumbul, R. G. Cinbis, S. Aksoy
IEEE Signal Processing and Communications Applications Conference (SIU), June 2018
What is (missing or wrong) in the scene? {A} Hybrid Deep
Boltzmann Machine For Contextualized Scene Modeling
Ilker Bozcan and Yagmur Oymak and Idil Zeynep Alemdar and Sinan Kalkan
CoRR, abs/1710.05664, 2017
Using deep networks for drone detection
Cemal Aker and Sinan Kalkan
14th {IEEE} International Conference on Advanced Video and Signal Based Surveillance, {AVSS} 2017, Lecce, Italy, August 29 - September 1, 2017, pp. 1–6, 2017
Using Deep Networks for Drone Detection
Cemal Aker and Sinan Kalkan
CoRR, abs/1706.05726, 2017
Transfer learning for brain decoding using deep architectures
Burak Velioglu and Fatos T. Yarman{-}Vural
16th {IEEE} International Conference on Cognitive Informatics {&} Cognitive Computing, ICCI*CC 2017, Oxford, United Kingdom, July 26-28, 2017, pp. 65–70, 2017
Supervised Infinite Feature Selection
Sadegh Eskandari and Emre Akbas
CoRR, abs/1704.02665, 2017
Object detection through search with a foveated visual system
Emre Akbas and Miguel P. Eckstein
PLoS Comput. Biol., 13(10), 2017
Multi-way, multilingual neural machine translation
Orhan Firat and Kyunghyun Cho and Baskaran Sankaran and Fatos T. Yarman{-}Vural and Yoshua Bengio
Comput. Speech Lang., 45, pp. 236–252, 2017
MicroExpNet: An Extremely Small and Fast Model For Expression
Recognition From Frontal Face Images
Ilke {}ugu and Eren Sener and Emre Akbas
CoRR, abs/1711.07011, 2017
Energy Saving Additive Neural Network
Arman Afrasiyabi and Ozan Yildiz and Baris Nasir and Fatos T. Yarman{-}Vural and A. Enis {}etin
CoRR, abs/1702.02676, 2017
Encoding Multi-Resolution Brain Networks Using Unsupervised Deep
Learning
Arash Rahnama and Abdullah Alchihabi and Vijay Gupta and Panos J. Antsaklis and Fatos T. Yarman{-}Vural
17th {IEEE} International Conference on Bioinformatics and Bioengineering, {BIBE} 2017, Washington, DC, USA, October 23-25, 2017, pp. 75–80, 2017
Drone-vs-Bird detection challenge at {IEEE} {AVSS2017}
Angelo Coluccia and Marian Ghenescu and Tomas Piatrik and Geert De Cubber and Arne Schumann and Lars Wilko Sommer and Johannes Klatte and Tobias Schuchert and J{"{u}}rgen Beyerer and Mohammad Farhadi and Ruhallah Amandi and Cemal Aker and Sinan Kalkan and Muhammad Saqib and Nabin Sharma and Sultan Daud Khan and Khan Makkah and Michael Blumenstein
14th {IEEE} International Conference on Advanced Video and Signal Based Surveillance, {AVSS} 2017, Lecce, Italy, August 29 - September 1, 2017, pp. 1–6, 2017
Could we create a training set for image captioning using
automatic translation?
Nermin Samet and Samet Hicsonmez and Pinar Duygulu and Emre Akbas
25th Signal Processing and Communications Applications Conference, {SIU} 2017, Antalya, Turkey, May 15-18, 2017, pp. 1–4, 2017
Cognitive learner: An ensemble learning architecture for
cognitive state classification
Hazal Mogultay and Fatos T{"{u}}nay Yarman Vural
25th Signal Processing and Communications Applications Conference, {SIU} 2017, Antalya, Turkey, May 15-18, 2017, pp. 1–4, 2017
Analyzing deep features for trademark retrieval
Cemal Aker and Osman Tursun and Sinan Kalkan
25th Signal Processing and Communications Applications Conference, {SIU} 2017, Antalya, Turkey, May 15-18, 2017, pp. 1–4, 2017
An energy efficient additive neural network
Arman Afrasiyabi and Baris Nasir and Ozan Yildiz and Fatos T. Yarman{-}Vural and A. Enis {}etin
25th Signal Processing and Communications Applications Conference, {SIU} 2017, Antalya, Turkey, May 15-18, 2017, pp. 1–4, 2017
A New Representation of fMRI Signal by a Set of Local Meshes for
Brain Decoding
Itir Onal and Mete Ozay and Eda Mizrak and Ilke {"{O}}ztekin and Fatos T{"{u}}nay Yarman Vural
{IEEE} Trans. Signal Inf. Process. over Networks, 3(4), pp. 683–694, 2017
A Learning Based Approach to Incremental Context Modeling in
Robots
Fethiye Irmak Dogan and Ilker Bozcan and Sinan Kalkan
CoRR, abs/1710.04981, 2017
A Large-scale Dataset and Benchmark for Similar Trademark
Retrieval
Osman Tursun and Cemal Aker and Sinan Kalkan
CoRR, abs/1701.05766, 2017
A Gaze-Centered Multimodal Approach to Human-Human Social
Interaction
Cengiz Acart{"{u}}rk and Sinan Kalkan and {"{U}}lk{"{u}} Arslan Aydin
3rd {IEEE} International Conference on Cybernetics, {CYBCONF} 2017, Exeter, United Kingdom, June 21-23, 2017, pp. 1–6, 2017
{CEREBRA:} {A} 3-D visualization tool for brain network
extracted from fMRI data
Baris Nasir and Fatos T. Yarman{-}Vural
38th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August 16-20, 2016, pp. 1147–1150, 2016
Zero-Resource Translation with Multi-Lingual Neural Machine
Translation
Orhan Firat and Baskaran Sankaran and Yaser Al{-}Onaizan and Fatos T. Yarman{-}Vural and Kyunghyun Cho
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4, 2016, pp. 268–277, 2016
Simplification and visualization of brain network extracted from
fMRI data using {CEREBRA}
Baris Nasir and Fatos T. Yarman{-}Vural
15th {IEEE} International Conference on Cognitive Informatics {&} Cognitive Computing ,ICCI*CC 2016, Palo Alto, CA, USA, August 22-23, 2016, pp. 174–181, 2016
Shape Retrieval of Low-Cost {RGB-D} Captures
Pedro B. Pascoal and Pedro F. Proen{}a and Filipe Gaspar and Miguel Sales Dias and Alfredo Ferreira and Atsushi Tatsuma and Masaki Aono and K. Berker Logoglu and Sinan Kalkan and Alptekin Temizel and Bo Li and Henry Johan and Yijuan Lu and Viktor Seib and Norman Link and Dietrich Paulus
9th Eurographics Workshop on 3D Object Retrieval, 3DOR@Eurographics 2016, Lisbon, Portugal, May 8, 2016, 2016
Performance evaluation of similarity measures for dense
multimodal stereovision
Mustafa Yaman and Sinan Kalkan
J. Electronic Imaging, 25(3), pp. 033013, 2016
Modeling the Sequence of Brain Volumes by Local Mesh Models for
Brain Decoding
Itir Onal and Mete Ozay and Eda Mizrak and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
CoRR, abs/1603.01067, 2016
Machine Learning Methods for Attack Detection in the Smart Grid
Mete Ozay and Inaki Esnaola and Fatos T{"{u}}nay Yarman Vural and Sanjeev R. Kulkarni and H. Vincent Poor
{IEEE} Trans. Neural Networks Learn. Syst., 27(8), pp. 1773–1786, 2016
Learning Context on a Humanoid Robot using Incremental Latent
Dirichlet Allocation
Hande {}elikkanat and G{"{u}}ner Orhan and Nicolas Pugeault and Frank Guerin and Erol Sahin and Sinan Kalkan
{IEEE} Trans. Cogn. Dev. Syst., 8(1), pp. 42–59, 2016
Hierarchical distance learning by stacking nearest neighbor
classifiers
Mete Ozay and Fatos T{"{u}}nay Yarman Vural
Inf. Fusion, 29, pp. 14–31, 2016
Encoding the Local Connectivity Patterns of fMRI for Cognitive
State Classification
Itir {"{O}}nal Ertugrul and Mete Ozay and Fatos T. Yarman{-}Vural
CoRR, abs/1610.05036, 2016
Effect of voxel selection on temporal mesh model for brain
decoding
Arman Afrasiyabi and Itir Onal and Fatos T. Yarman{-}Vural
24th Signal Processing and Communication Application Conference, {SIU} 2016, Zonguldak, Turkey, May 16-19, 2016, pp. 2249–2252, 2016
Decoding cognitive states using the bag of words model on fMRI
time series
Gunes Sucu and Emre Akbas and Ilke {"{O}}ztekin and Eda Mizrak and Fatos T. Yarman{-}Vural
24th Signal Processing and Communication Application Conference, {SIU} 2016, Zonguldak, Turkey, May 16-19, 2016, pp. 2245–2248, 2016
CoSPAIR: Colored Histograms of Spatial Concentric Surflet-Pairs
for 3D object recognition
K. Berker Logoglu and Sinan Kalkan and Alptekin Temizel
Robotics Auton. Syst., 75, pp. 558–570, 2016
A robust normalization method for fMRI data for brain decoding
Ozan Yildiz and Fethiye Irmak Dogan and Ilke {"{O}}ztekin and Eda Mizrak and Fatos T. Yarman{-}Vural
24th Signal Processing and Communication Application Conference, {SIU} 2016, Zonguldak, Turkey, May 16-19, 2016, pp. 2269–2272, 2016
A Sparse Temporal Mesh Model for brain decoding
Arman Afrasiyabi and Itir Onal and Fatos T. Yarman{-}Vural
15th {IEEE} International Conference on Cognitive Informatics {&} Cognitive Computing ,ICCI*CC 2016, Palo Alto, CA, USA, August 22-23, 2016, pp. 198–206, 2016
A Self-Supervised Decision Fusion Framework for Building
Detection
{}aglar Senaras and Fatos T. Yarman{-}Vural
{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens., 9(5), pp. 1780–1791, 2016
A Hierarchical Multi-resolution Mesh Network for Brain Decoding
Itir {"{O}}nal and Mete Ozay and Fatos T{"{u}}nay Yarman Vural
CoRR, abs/1607.07695, 2016
{METU} dataset: {A} big dataset for benchmarking trademark
retrieval
Osman Tursun and Sinan Kalkan
14th {IAPR} International Conference on Machine Vision Applications, {MVA} 2015, Miraikan, Tokyo, Japan, 18-22 May, 2015, pp. 514–517, 2015
fMRG Verilerinde Temel Bile{}enler Analizi ve {"{O}}zyinemeli
Boyut Eliminasyonu Kullanarak Boyut K{"{u}}{}{"{u}}ltme
Arman Afrasiyabi and Fatos T. Yarman{-}Vural
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, May 16-19, 2015, pp. 2438–2441, 2015
Vision-Based Detection and Distance Estimation of Micro Unmanned
Aerial Vehicles
Fatih G{"{o}}k{}e and G{"{o}}kt{"{u}}rk {"{U}}{}oluk and Erol Sahin and Sinan Kalkan
Sensors, 15(9), pp. 23805–23846, 2015
Towards an Embodied Developing Vision System
Ilkay Atil and Sinan Kalkan
K{"{u}}nstliche Intell., 29(1), pp. 41–50, 2015
Sparse Attack Construction and State Estimation in the Smart
Grid: Centralized and Distributed Models
Mete Ozay and Inaki Esnaola and Fatos T. Yarman{-}Vural and Sanjeev R. Kulkarni and H. Vincent Poor
CoRR, abs/1502.04254, 2015
Segmentation Fusion for Building Detection Using Domain-Specific
Information
{"{O}}zge {"{O}}ztimur Karadag and {}aglar Senaras and Fatos T. Yarman{-}Vural
{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens., 8(7), pp. 3305–3315, 2015
Modeling Voxel Connectivity for Brain Decoding
Itir {"{O}}nal and Mete Ozay and Fatos T. Yarman{-}Vural
2015 International Workshop on Pattern Recognition in NeuroImaging, Stanford, CA, USA, June 10-12, 2015, pp. 5–8, 2015
Learning Deep Temporal Representations for fMRI Brain Decoding
Orhan Firat and Emre Aksan and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
Machine Learning Meets Medical Imaging - First International Workshop, {MLMMI} 2015, Held in Conjunction with {ICML} 2015, Lille, France, July 11, 2015. Revised Selected Papers, pp. 25–34, 2015
Integrating spatial concepts into a probabilistic concept web
Hande {}elikkanat and Erol Sahin and Sinan Kalkan
International Conference on Advanced Robotics, {ICAR} 2015, Istanbul, Turkey, July 27-31, 2015, pp. 259–264, 2015
Fusion of Image Segmentation Algorithms using Consensus
Clustering
Mete Ozay and Fatos T. Yarman{-}Vural and Sanjeev R. Kulkarni and H. Vincent Poor
CoRR, abs/1502.05435, 2015
Functional Mesh Model with Temporal Measurements for brain
decoding
Itir {"{O}}nal and Mete Ozay and Fatos T. Yarman{-}Vural
37th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29, 2015, pp. 2624–2628, 2015
Ensembling brain regions for brain decoding
Sarper Alkan and Fatos T. Yarman{-}Vural
37th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29, 2015, pp. 2948–2951, 2015
Classification of fMRI data by using clustering
Hazal Mogultay and Sarper Alkan and Fatos T. Yarman{-}Vural
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, May 16-19, 2015, pp. 2381–2383, 2015
Bili{}sel durum analizi i{}in beyin A{}i modeli
Itir Onal and Emre Aksan and Burak Velioglu and Orhan Firat and Mete Ozay and Fatos T. Yarman{-}Vural
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, May 16-19, 2015, pp. 1688–1692, 2015
An {MRF} framework for co-solving image segmentation and border
ownership
{"{O}}zge {"{O}}ztimur Karadag and Mehmet Akif Akkus and Sinan Kalkan and Fatos T. Yarman{-}Vural
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, May 16-19, 2015, pp. 839–842, 2015
An iterative adaptive multi-modal stereo-vision method using
mutual information
Mustafa Yaman and Sinan Kalkan
J. Vis. Commun. Image Represent., 26, pp. 115–131, 2015
A Probabilistic Concept Web on a Humanoid Robot
Hande {}elikkanat and G{"{u}}ner Orhan and Sinan Kalkan
{IEEE} Trans. Auton. Ment. Dev., 7(2), pp. 92–106, 2015
Using slowness principle for feature selection: Relevant feature
analysis
Hande {}elikkanat and Sinan Kalkan
2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, April 23-25, 2014, pp. 1540–1543, 2014
Segmentation and decision fusion for building detection
{"{O}}zge {"{O}}ztimur Karadag and {}aglar Senaras and Fatos T. Yarman{-}Vural
2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014, Quebec City, QC, Canada, July 13-18, 2014, pp. 1604–1607, 2014
Representation Learning for Contextual Object and Region
Detection in Remote Sensing
Orhan Firat and Gulcan Can and Fatos T. Yarman{-}Vural
22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014, pp. 3708–3713, 2014
Object Detection Through Exploration With {A} Foveated Visual
Field
Emre Akbas and Miguel P. Eckstein
CoRR, abs/1408.0814, 2014
Modeling the Brain Connectivity for Pattern Analysis
Itir Onal and Emre Aksan and Burak Velioglu and Orhan Firat and Mete Ozay and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014, pp. 3339–3344, 2014
Low-Level Hierarchical Multiscale Segmentation Statistics of
Natural Images
Emre Akbas and Narendra Ahuja
{IEEE} Trans. Pattern Anal. Mach. Intell., 36(9), pp. 1900–1906, 2014
Localization of semantic category classification in fMRI images
Sarper Alkan and Fatos T. Yarman{-}Vural
2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, April 23-25, 2014, pp. 2178–2181, 2014
Learning and using context on a humanoid robot using latent
dirichlet allocation
Hande {}elikkanat and G{"{u}}ner Orhan and Nicolas Pugeault and Frank Guerin and Erol Sahin and Sinan Kalkan
4th International Conference on Development and Learning and on Epigenetic Robotics, {ICDL-EPIROB} 2014, Genoa, Italy, October 13-16, 2014, pp. 201–207, 2014
Image segmentation by fusion of low level and domain specific
information via Markov Random Fields
{"{O}}zge {"{O}}ztimur Karadag and Fatos T. Yarman{-}Vural
Pattern Recognit. Lett., 46, pp. 75–82, 2014
Fusion of Image Segmentations under Markov, Random Fields
{"{O}}zge {"{O}}ztimur Karadag and Fatos T. Yarman{-}Vural
22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014, pp. 930–935, 2014
Functional networks of anatomic brain regions
Burak Velioglu and Emre Aksan and Itir Onal and Orhan Firat and Mete Ozay and Fatos T. Yarman{-}Vural
{IEEE} 13th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2014, London, UK, August 18-20, 2014, pp. 53–60, 2014
Estimating brain connectivity for pattern analysis
Itir {"{O}}nal and Emre Aksan and Burak Velioglu and Orhan Firat and Mete Ozay and Like Oztekin and Fatos T. Yarman{-}Vural
2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, April 23-25, 2014, pp. 1806–1809, 2014
Deep learning for brain decoding
Orhan Firat and Like Oztekin and Fatos T. Yarman{-}Vural
2014 {IEEE} International Conference on Image Processing, {ICIP} 2014, Paris, France, October 27-30, 2014, pp. 2784–2788, 2014
Analysis of Widely-used Descriptors for Finger-vein Recognition
Fariba Yousefi and Erdal Sivri and {"{O}}zg{"{u}}r Kaya and Selma Suloglu and Sinan Kalkan
{VISAPP} 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications, Volume 1, Lisbon, Portugal, 5-8 January, 2014, pp. 564–571, 2014
A framework for machine vision based on neuro-mimetic front end
processing and clustering
Emre Akbas and Aseem Wadhwa and Miguel P. Eckstein and Upamanyu Madhow
52nd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2014, Allerton Park {&} Retreat Center, Monticello, IL, USA, September 30 - October 3, 2014, pp. 311–318, 2014
{MRF} Based Image Segmentation Augmented with Domain Specific
Information
{"{O}}zge {"{O}}ztimur Karadag and Fatos T. Yarman{-}Vural
Image Analysis and Processing - {ICIAP} 2013 - 17th International Conference, Naples, Italy, September 9-13, 2013, Proceedings, Part {II}, pp. 61–70, 2013
The learning of adjectives and nouns from affordance and
appearance features
Onur Y{"{u}}r{"{u}}ten and Erol Sahin and Sinan Kalkan
Adapt. Behav., 21(6), pp. 437–451, 2013
Representation of cognitive processes using the minimum spanning
tree of local meshes
Orhan Firat and Mete Ozay and Itir Onal and Ilke {"{O}}ztekin and Fatos T{"{u}}nay Yarman Vural
35th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7, 2013, pp. 6780–6783, 2013
Representation learning with convolutional sparse autoencoders
for remote sensing
Orhan Firat and Fatos T. Yarman{-}Vural
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Relating affordances with verbs, nouns and adjectives
Sinan Kalkan and Onur Y{"{u}}r{"{u}}ten and Erol Sahin
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Range analysis of junctions
Mehmet Akif Akkus and Merve Aydinlilar and Sinan Kalkan
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Multimodal Stereo Vision Using Mutual Information with Adaptive
Windowing
Mustafa Yaman and Sinan Kalkan
Proceedings of the 13. {IAPR} International Conference on Machine Vision Applications, {MVA} 2013, Kyoto, Japan, May 20-23, 2013, pp. 335–338, 2013
Mesh learning for object classification using fMRI measurements
Omer Ekmekci and Orhan Firat and Mete Ozay and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural and Uygar {"{O}}ztekin
{IEEE} International Conference on Image Processing, {ICIP} 2013, Melbourne, Australia, September 15-18, 2013, pp. 2631–2634, 2013
Learning Social Affordances and Using Them for Planning
Kadir Firat Uyanik and Yigit {}aliskan and Asil Kaan Bozcuoglu and Onur Y{"{u}}r{"{u}}ten and Sinan Kalkan and Erol Sahin
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, CogSci 2013, Berlin, Germany, July 31 - August 3, 2013, 2013
Information distribution analysis in the fMRI measurements with
degree of locality estimation
Itir {"{O}}nal and Mete Ozay and Orhan Firat and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Global Binary Patterns: {A} Novel Shape Descriptor
Erdal Sivri and Sinan Kalkan
Proceedings of the 13. {IAPR} International Conference on Machine Vision Applications, {MVA} 2013, Kyoto, Japan, May 20-23, 2013, pp. 169–172, 2013
Fusion of image segmentation algorithms using consensus
clustering
Mete Ozay and Fatos T. Yarman{-}Vural and Sanjeev R. Kulkarni and H. Vincent Poor
{IEEE} International Conference on Image Processing, {ICIP} 2013, Melbourne, Australia, September 15-18, 2013, pp. 4049–4053, 2013
Functional Mesh Learning for pattern analysis of cognitive
processes
Orhan Firat and Mete Ozay and Itir Onal and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
{IEEE} 12th International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2013, New York, NY, USA, July 16-18, 2013, pp. 161–167, 2013
Extraction of border ownership information by Conditional Random
Field model
Bugra Ozkan and Sinan Kalkan
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Enhancing Local Linear Models Using Functional Connectivity for
Brain State Decoding
Orhan Firat and Mete {"{O}}zay and Itir {"{O}}nal and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
Int. J. Cogn. Informatics Nat. Intell., 7(3), pp. 46–57, 2013
Dry dock detection in satellite images with representation
learning
{"{U}}mit Rusen Aktas and Orhan Firat and Fatos T. Yarman{-}Vural
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Deep Hierarchies in the Primate Visual Cortex: What Can We Learn
for Computer Vision?
Norbert Kr{"{u}}ger and Peter Janssen and Sinan Kalkan and Markus Lappe and Ales Leonardis and Justus H. Piater and Antonio Jose Rodr{'{}}guez{-}S{'{a}}nchez and Laurenz Wiskott
{IEEE} Trans. Pattern Anal. Mach. Intell., 35(8), pp. 1847–1871, 2013
Contextual object reco{}nition with conditional random fields
Gulcan Can and Orhan Firat and Fatos T. Yarman{-}Vural
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Cognitive process representation with minimum spanning tree of
local meshes
Orhan Firat and Mete Ozay and Itir {"{O}}nal and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Co-learning nouns and adjectives
G{"{u}}ner Orhan and Serta{} Olgunsoylu and Erol Sahin and Sinan Kalkan
2013 {IEEE} Third Joint International Conference on Development and Learning and Epigenetic Robotics, {ICDL-EPIROB} 2013, Osaka, Japan, August 18-22, 2013, pp. 1–6, 2013
Building Detection With Decision Fusion
{}aglar Senaras and Mete Ozay and Fatos T. Yarman{-}Vural
{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens., 6(3), pp. 1295–1304, 2013
Analyzing the information distribution in the fMRI measurements
by estimating the degree of locality
Itir Onal and Mete Ozay and Orhan Firat and Ilke {"{O}}ztekin and Fatos T{"{u}}nay Yarman Vural
35th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7, 2013, pp. 6772–6775, 2013
An information theoretic approach to classify cognitive states
using fMRI
Itir Onal and Mete Ozay and Orhan Firat and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
13th {IEEE} International Conference on BioInformatics and BioEngineering, {BIBE} 2013, Chania, Greece, November 10-13, 2013, pp. 1–6, 2013
Airplane localization in satellite images by using visual
attention
Gulsah Tumuklu Ozyer and Fatos T. Yarman{-}Vural
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
A novel shape descriptor: Intersection Consistency Histograms
Erdal Sivri and Sinan Kalkan
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
A comprehensive database for border ownership
Mehmet Akif Akkus and Gaye Topuz and Bugra Ozkan and Sinan Kalkan
21st Signal Processing and Communications Applications Conference, {SIU} 2013, Haspolat, Turkey, April 24-26, 2013, pp. 1–4, 2013
Smarter security in the smart grid
Mete Ozay and Inaki Esnaola and Fatos T. Yarman{-}Vural and Sanjeev R. Kulkarni and H. Vincent Poor
{IEEE} Third International Conference on Smart Grid Communications, SmartGridComm 2012, Tainan, Taiwan, November 5-8, 2012, pp. 312–317, 2012
Semantic image segmentation with Markov Random Fields
{"{O}}zge {"{O}}ztimur Karadag and Fatos T. Yarman{-}Vural
20th Signal Processing and Communications Applications Conference, {SIU} 2012, Mugla, Turkey, April 18-20, 2012, pp. 1–4, 2012
Mesh learning approach for brain data modeling
Orhan Firat and Mete Ozay and Itir {"{O}}nal and Ilke {"{O}}ztekin and Fatos T. Yarman{-}Vural
20th Signal Processing and Communications Applications Conference, {SIU} 2012, Mugla, Turkey, April 18-20, 2012, pp. 1–4, 2012
Mesh Learning for Classifying Cognitive Processes
Mete Ozay and Ilke {"{O}}ztekin and Uygar {"{O}}ztekin and Fatos T. Yarman{-}Vural
CoRR, abs/1205.2382, 2012
Learning Adjectives and Nouns from Affordances on the iCub
Humanoid Robot
Onur Y{"{u}}r{"{u}}ten and Kadir Firat Uyanik and Yigit {}aliskan and Asil Kaan Bozcuoglu and Erol Sahin and Sinan Kalkan
From Animals to Animats 12 - 12th International Conference on Simulation of Adaptive Behavior, {SAB} 2012, Odense, Denmark, August 27-30, 2012. Proceedings, 7426, pp. 330–340, 2012
Introduction to Programming Concepts with Case Studies in Python
G{"{o}}kt{"{u}}rk {"{U}}{}oluk and Sinan Kalkan
–, 2012
Human and robotics hands grasping danger
Filomena Anelli and Roberto Nicoletti and Sinan Kalkan and Erol Sahin and Anna M. Borghi
The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012, pp. 1–8, 2012
Distributed models for sparse attack construction and state
vector estimation in the smart grid
Mete Ozay and Inaki Esnaola and Fatos T. Yarman{-}Vural and Sanjeev R. Kulkarni and H. Vincent Poor
{IEEE} Third International Conference on Smart Grid Communications, SmartGridComm 2012, Tainan, Taiwan, November 5-8, 2012, pp. 306–311, 2012
Disparity disambiguation by fusion of signal- and symbolic-level
information
Jarno Ralli and Javier D{'{}}az and Sinan Kalkan and Norbert Kr{"{u}}ger and Eduardo Ros
Mach. Vis. Appl., 23(1), pp. 65–77, 2012
Conditional Random Fields for Land Use/Land Cover Classification
and Complex Region Detection
Gulcan Can and Orhan Firat and Fatos T{"{u}}nay Yarman Vural
Structural, Syntactic, and Statistical Pattern Recognition - Joint {IAPR} International Workshop, SSPR{&}SPR 2012, Hiroshima, Japan, November 7-9, 2012. Proceedings, pp. 216–224, 2012
Automatic building detection with feature space fusion using
ensemble learning
{}aglar Senaras and Baris Y{"{u}}ksel and Mete Ozay and Fatos T. Yarman{-}Vural
2012 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2012, Munich, Germany, July 22-27, 2012, pp. 6713–6716, 2012
Application of context invariants in airport region of interest
detection for multi-spectral satellite imagery
Orhan Firat and Okan Tarhan Tursun and Fatos T. Yarman{-}Vural
20th Signal Processing and Communications Applications Conference, {SIU} 2012, Mugla, Turkey, April 18-20, 2012, pp. 1–4, 2012
A robust approach for shoreline detection in satellite imagery
{"{U}}mit Rusen Aktas and Gulcan Can and Fatos T. Yarman{-}Vural
20th Signal Processing and Communications Applications Conference, {SIU} 2012, Mugla, Turkey, April 18-20, 2012, pp. 1–4, 2012
A New Fuzzy Stacked Generalization Technique for Deep learning
and Analysis of its Performance
Mete Ozay and Fatos T. Yarman{-}Vural
CoRR, abs/1204.0171, 2012
MIS-Boost: Multiple Instance Selection Boosting
Emre Akbas and Bernard Ghanem and Narendra Ahuja
CoRR, abs/1109.2388, 2011
Generation and analysis of segmentation trees for natural images
Emre Akbas
–, 2011
An Attention-Based Image Retrieval System
Gulsah Tumuklu Ozyer and Fatos T. Yarman{-}Vural
10th International Conference on Machine Learning and Applications and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21, 2011. Volume 1: Main Conference, pp. 96–99, 2011
Using multi-modal 3D contours and their relations for vision and
robotics
Emre Baseski and Nicolas Pugeault and Sinan Kalkan and Leon Bodenhagen and Justus H. Piater and Norbert Kr{"{u}}ger
J. Vis. Commun. Image Represent., 21(8), pp. 850–864, 2010
Pedestrian Recognition with a Learned Metric
Mert Dikmen and Emre Akbas and Thomas S. Huang and Narendra Ahuja
Computer Vision - {ACCV} 2010 - 10th Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010, Revised Selected Papers, Part {IV}, 6495, pp. 501–512, 2010
Low-Level Image Segmentation Based Scene Classification
Emre Akbas and Narendra Ahuja
20th International Conference on Pattern Recognition, {ICPR} 2010, Istanbul, Turkey, 23-26 August 2010, pp. 3623–3626, 2010
Learning Affordances for Categorizing Objects and Their
Properties
Nilg{"{u}}n Dag and Ilkay Atil and Sinan Kalkan and Erol Sahin
20th International Conference on Pattern Recognition, {ICPR} 2010, Istanbul, Turkey, 23-26 August 2010, pp. 3089–3092, 2010
Affordances and Emergence of Concepts
Ilkay Atil and Nilg{"{u}}n Dag and Sinan Kalkan and Erol Sahin
Proceedings of the Tenth International Conference on Epigenetic Robotics (EpiRob 2010), {"{O}}ren{"{a}}s Slott, Sweden, November, 5-7, 2010, 2010
{HANOLISTIC:} {A} Hierarchical Automatic Image Annotation System
Using Holistic Approach
{"{O}}zge {"{O}}ztimur Karadag and Fatos T. Yarman{-}Vural
{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} Workshops 2009, Miami, FL, USA, 20-25 June, 2009, pp. 16–21, 2009
Using 3D contours and their relations for cognitive vision and
robotics
Emre Baseski and Leon Bodenhagen and Nicolas Pugeault and Sinan Kalkan and Justus H. Piater and Norbert Kr{"{u}}ger
The 24th International Symposium on Computer and Information Sciences, {ISCIS} 2009, 14-16 September 2009, North Cyprus, pp. 409–414, 2009
Image annotation with semi-supervised clustering
Ahmet Sayar and Fatos T{"{u}}nay Yarman Vural
The 24th International Symposium on Computer and Information Sciences, {ISCIS} 2009, 14-16 September 2009, North Cyprus, pp. 12–17, 2009
From Ramp Discontinuities to Segmentation Tree
Emre Akbas and Narendra Ahuja
Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision, Xi’an, China, September 23-27, 2009, Revised Selected Papers, Part {I}, 5994, pp. 123–134, 2009
Erratum: “Birth of the Object: Detection of Objectness and
Extraction of Object Shape through Object-Action complexes”
Dirk Kraft and Nicolas Pugeault and Emre Baseski and Mila Popovic and Danica Kragic and Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
Int. J. Humanoid Robotics, 6(3), pp. 561, 2009
Ensemble detection: {A} new architecture for multisensor data
fusion with ensemble learning for object detection
Mete Ozay and Okan Akalin and Fatos T. Yarman{-}Vural
The 24th International Symposium on Computer and Information Sciences, {ISCIS} 2009, 14-16 September 2009, North Cyprus, pp. 420–425, 2009
Continuous dimensionality characterization of image structures
Michael Felsberg and Sinan Kalkan and Norbert Kr{"{u}}ger
Image Vis. Comput., 27(6), pp. 628–636, 2009
Bayesian Classification of Image Structures
Dibyendusekhar Goswami and Sinan Kalkan and Norbert Kr{"{u}}ger
Image Analysis, 16th Scandinavian Conference, {SCIA} 2009, Oslo, Norway, June 15-18, 2009. Proceedings, 5575, pp. 676–685, 2009
A new decision fusion technique for image classification
Mete Ozay and Fatos T{"{u}}nay Yarman Vural
Proceedings of the International Conference on Image Processing, {ICIP} 2009, 7-10 November 2009, Cairo, Egypt, pp. 2189–2192, 2009
Semantic Reasoning for Scene Interpretation
Lars Baunegaard With Jensen and Emre Baseski and Sinan Kalkan and Nicolas Pugeault and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
Cognitive Vision, 4th International Workshop, {ICVW} 2008, Santorini, Greece, May 12, 2008, Revised Selected Papers, 5329, pp. 121–134, 2008
Relations Between Reconstructed 3D Entities
Nicolas Pugeault and Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Emre Baseski and Norbert Kr{"{u}}ger
{VISAPP} 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008 - Volume 2, pp. 186–193, 2008
On the Performance of Stacked Generalization Classifiers
Mete Ozay and Fatos T{"{u}}nay Yarman Vural
Image Analysis and Recognition, 5th International Conference, {ICIAR} 2008, P{'{o}}voa de Varzim, Portugal, June 25-27, 2008. Proceedings, pp. 445–454, 2008
Multi-modal statistics of local image structures and its
applications for depth prediction
Sinan Kalkan
–, 2008
Depth Prediction at Homogeneous Image Structures
Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
{VISAPP} 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008 - Volume 2, pp. 520–527, 2008
Birth of the Object: Detection of Objectness and Extraction of
Object Shape through Object-Action complexes
Dirk Kraft and Nicolas Pugeault and Emre Baseski and Mila Popovic and Danica Kragic and Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
Int. J. Humanoid Robotics, 5(2), pp. 247–265, 2008
A Signal-Symbol Loop Mechanism for Enhanced Edge Extraction
Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Yan Shi and Volker Kr{"{u}}ger and Norbert Kr{"{u}}ger
{VISAPP} 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008 - Volume 2, pp. 214–221, 2008
Utilizing Semantic Interpretation of Junctions for 3D-2D Pose
Estimation
Florian Pilz and Yan Shi and Daniel Grest and Nicolas Pugeault and Sinan Kalkan and Norbert Kr{"{u}}ger
Advances in Visual Computing, Third International Symposium, {ISVC} 2007, Lake Tahoe, NV, USA, November 26-28, 2007, Proceedings, Part {I}, 4841, pp. 692–701, 2007
Statistical analysis of second-order relations of 3D structures
Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
{VISAPP} 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007 - Volume 2, pp. 13–20, 2007
Improving junction detection by semantic interpretation
Sinan Kalkan and Yan Shi and Florian Pilz and Norbert Kr{"{u}}ger
{VISAPP} 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007 - Volume 1, pp. 264–271, 2007
Automatic Image Annotation by Ensemble of Visual Descriptors
Emre Akbas and Fatos T. Yarman{-}Vural
2007 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota, {USA}, 2007
A Scene Representation Based on Multi-Modal 2D and 3D Features
Emre Baseski and Nicolas Pugeault and Sinan Kalkan and Dirk Kraft and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007, Rio de Janeiro, Brazil, October 14-20, 2007, pp. 1–7, 2007
Statistical Analysis of Local 3D Structure in 2D Images
Sinan Kalkan and Florentin W{"{o}}rg{"{o}}tter and Norbert Kr{"{u}}ger
2006 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}, pp. 1114–1121, 2006
Design of a Feature Set for Face Recognition Problem
Emre Akbas and Fatos T. Yarman{-}Vural
Computer and Information Sciences - {ISCIS} 2006, 21th International Symposium, Istanbul, Turkey, November 1-3, 2006, Proceedings, 4263, pp. 239–247, 2006
A Hierarchical Classification System Based on Adaptive Resonance
Theory
Mutlu Uysal and Emre Akbas and Fatos T. Yarman{-}Vural
Proceedings of the International Conference on Image Processing, {ICIP} 2006, October 8-11, Atlanta, Georgia, {USA}, pp. 2913–2916, 2006
{ORF-NT:} An Object-Based Image Retrieval Framework Using
Neighborhood Trees
Mutlu Uysal and Fatos T. Yarman{-}Vural
Computer and Information Sciences - {ISCIS} 2005, 20th International Symposium, Istanbul, Turkey, October 26-28, 2005, Proceedings, pp. 595–605, 2005
Shape Similarity Measurement for Boundary Based Features
Nafiz Arica and Fatos T. Yarman{-}Vural
Image Analysis and Recognition, Second International Conference, {ICIAR} 2005, Toronto, Canada, September 28-30, 2005, Proceedings, pp. 431–438, 2005
Shape Recognition with Generalized Beam Angle Statistics
{"{O}}mer {"{O}}nder Tola and Nafiz Arica and Fatos T. Yarman{-}Vural
Computer and Information Sciences - {ISCIS} 2004, 19th International Symposium, Kemer-Antalya, Turkey, October 27-29, 2004. Proceedings, pp. 391–399, 2004
An Image Retrieval System Based on Region Classification
{"{O}}zge Can {"{O}}zcanli and Fatos T. Yarman{-}Vural
Computer and Information Sciences - {ISCIS} 2004, 19th International Symposium, Kemer-Antalya, Turkey, October 27-29, 2004. Proceedings, pp. 449–458, 2004
A content based image retrieval system based on the fuzzy
{ARTMAP} architecture
Mutlu Uysal and Fatos T. Yarman{-}Vural
Proceedings of the 12th {ACM} International Conference on Multimedia, New York, NY, USA, October 10-16, 2004, pp. 248–251, 2004
{SASI:} a generic texture descriptor for image retrieval
Abdurrahman {}arkacioglu and Fatos T. Yarman{-}Vural
Pattern Recognit., 36(11), pp. 2615–2633, 2003
{BAS:} a perceptual shape descriptor based on the beam angle
statistics
Nafiz Arica and Fatos T. Yarman{-}Vural
Pattern Recognit. Lett., 24(9-10), pp. 1627–1639, 2003
Selection of the Best Representative Feature and Membership
Assignment for Content-Based Fuzzy Image Database
Mutlu Uysal and Fatos T. Yarman{-}Vural
Image and Video Retrieval, Second International Conference, {CIVR} 2003, Urbana-Champaign, IL, USA, July 24-25, 2003, Proceedings, pp. 141–151, 2003
Object-based image labeling through learning by example and
multi-level segmentation
Yaowu Xu and Pinar Duygulu and Eli Saber and A. Murat Tekalp and Fatos T. Yarman{-}Vural
Pattern Recognit., 36(6), pp. 1407–1423, 2003
A Compact Shape Descriptor Based on the Beam Anlge Statistics
Nafiz Arica and Fatos T. Yarman{-}Vural
Image and Video Retrieval, Second International Conference, {CIVR} 2003, Urbana-Champaign, IL, USA, July 24-25, 2003, Proceedings, pp. 152–162, 2003
Optical Character Recognition for Cursive Handwriting
Nafiz Arica and Fatos T. Yarman{-}Vural
{IEEE} Trans. Pattern Anal. Mach. Intell., 24(6), pp. 801–813, 2002
Learning similarity space
Abdurrahman {}arkacioglu and Fatos T. Yarman{-}Vural
Proceedings of the 2002 International Conference on Image Processing, {ICIP} 2002, Rochester, New York, USA, September 22-25, 2002, pp. 405–408, 2002
A Perceptual Shape Descriptor
Nafiz Arica and Fatos T. Yarman{-}Vural
16th International Conference on Pattern Recognition, {ICPR} 2002, Quebec, Canada, August 11-15, 2002, pp. 375–378, 2002
{SASI:} a new texture descriptor for content based image
retrieval
Abdurrahman {}arkacioglu and Fatos T. Yarman{-}Vural
Proceedings of the 2001 International Conference on Image Processing, {ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001, pp. 137–140, 2001
Multilevel image segmentation and object representation for
content-based image retrieval
Pinar Duygulu and Fatos T. Yarman{-}Vural
Storage and Retrieval for Media Databases 2001, San Jose, CA, USA, January 24, 2001, pp. 460–469, 2001
An overview of character recognition focused on off-line
handwriting
Nafiz Arica and Fatos T. Yarman{-}Vural
{IEEE} Trans. Syst. Man Cybern. Syst., 31(2), pp. 216–233, 2001
One-dimensional representation of two-dimensional information
for {HMM} based handwriting recognition
Nafiz Arica and Fatos T. Yarman{-}Vural
Pattern Recognit. Lett., 21(6-7), pp. 583–592, 2000
Object based image retrieval based on multi-level segmentation
Yaowu Xu and Pinar Duygulu and Eli Saber and A. Murat Tekalp and Fatos T. Yarman{-}Vural
{IEEE} International Conference on Acoustics, Speech, and Signal Processing. {ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center, Istanbul, Turkey, pp. 2019–2022, 2000
A Shape Descriptor Based on Circular Hidden Markov Mode
Nafiz Arica and Fatos T. Yarman{-}Vural
15th International Conference on Pattern Recognition, ICPR’00, Barcelona, Spain, September 3-8, 2000, pp. 1924–1927, 2000
Repulsive attractive network for baseline extraction on document
images
Erhan {"{O}}ztop and Adem Yasar M{"{u}}layim and Volkan Atalay and Fatos T. Yarman{-}Vural
Signal Process., 75(1), pp. 1–10, 1999
Morphing as a Tool for Motion Modeling
Serkan Gen{} and Fatos T. Yarman{-}Vural
1oth International Conference on Image Analysis and Processing {(ICIAP} 1999), 27-29 September 1999, Venice, Italy, pp. 538–543, 1999
A new {HMM} topology for shape recognition
Nafiz Arica and Fatos T. Yarman{-}Vural
Proceedings of the {IEEE-EURASIP} Workshop on Nonlinear Signal and Image Processing (NSIP’99), Antalya, Turkey, June 20-23, 1999, pp. 756–760, 1999
One Dimensional Representation of Two Dimensional Information
for {HMM} based Handwritten Recognition
Nafiz Arica and Fatos T. Yarman{-}Vural
Proceedings of the 1998 {IEEE} International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998, pp. 948–952, 1998
A new scheme for off-line handwritten connected digit
recognition
Nafiz Arica and Fatos T. Yarman{-}Vural
Fourteenth International Conference on Pattern Recognition, {ICPR} 1998, Brisbane, Australia, 16-20 August, 1998, pp. 1127–1129, 1998
A Fast Color Quantization Algorithm using a Set of One
Dimensional Color Intervals
Mustafa Uysal and Fatos T. Yarman{-}Vural
Proceedings of the 1998 {IEEE} International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998, pp. 191–195, 1998
Similarity Measures for Binary and Grey Level Markov Random
Field Textures
Abdurrahman {}arkacioglu and Fatos T. Yarman{-}Vural
Image Analysis and Processing, 9th International Conference, {ICIAP} ’97, Florence, Italy, September 17-19, 1997, Proceedings, Volume {I}, pp. 127–133, 1997
Optical Character Recognition Without Segmentation
Mehmet Ali {"{O}}zdil and Fatos T. Yarman{-}Vural
4th International Conference Document Analysis and Recognition {(ICDAR} ’97), 2-Volume Set, August 18-20, 1997, Ulm, Germany, Proceedings, pp. 483–486, 1997
A heuristic algorithm for optical character recognition of
Arabic script
A. Alper Atici and Fatos T. Yarman{-}Vural
Signal Process., 62(1), pp. 87–99, 1997
The generalized H-lattice filter and estimation of the {ARMA}
models
Fatos T{"{u}}nay Yarman Vural and Dennis Wawrzynski and A. Enis {}etin
{IEEE} Trans. Acoust. Speech Signal Process., 37(1), pp. 147–151, 1989
Modified condensed nearest neighbor rule as applied to speaker
independent word recognition
N. Yalabik and Fatos T. Yarman{-}Vural and A. Mansur
Speech Commun., 7(4), pp. 411–415, 1988
Noise, histogram and cluster validity for Gaussian-mixtured data
Fatos T. Yarman{-}Vural and Ergin Ataman
Pattern Recognit., 20(4), pp. 385–401, 1987
An efficient and order-recursive algorithm for estimating
stationary {ARMA} models
Fatos T. Yarman{-}Vural
{IEEE} Trans. Acoust. Speech Signal Process., 33(4), pp. 1054–1058, 1985
* Only ImageLab publications of the members are listed below. For non-ImageLab publications, see member homepages.
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