Ugur Demir

According to our database, Ugur Demir authored at least 26 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Domain Generalization with Correlated Style Uncertainty.

Zheyuan Zhang, Bin Wang, Debesh Jha, Ugur Demir, Ulas Bagci

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Explainable Transformer Prototypes for Medical Diagnoses.

Ugur Demir, Debesh Jha, Zheyuan Zhang, Elif Keles, Bradley D. Allen, Aggelos K. Katsaggelos, Ulas Bagci

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Ensuring Trustworthy Medical Artificial Intelligence through Ethical and Philosophical Principles.

Debesh Jha, Ashish Rauniyar, Abhishek Srivastava, Desta Haileselassie Hagos, Nikhil Kumar Tomar, Vanshali Sharma, Elif Keles, Zheyuan Zhang, Ugur Demir, Ahmet Topcu, Anis Yazidi, Jan Erik Håkegård, Ulas Bagci

CoRR, 2023

Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation.

Zheyuan Zhang, Bin Wang, Lanhong Yao, Ugur Demir, Debesh Jha, Ismail Baris Turkbey, Boqing Gong, Ulas Bagci

CoRR, 2023

A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications.

Tara M. Pattilachan, Ugur Demir, Elif Keles, Debesh Jha, Derk C. F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Michael B. Wallace, Ulas Bagci

CoRR, 2023

An Innovative Approach to Electrical Motor Geometry Generation Using Machine Learning and Image Processing Techniques.

Ugur Demir, Gazi Akgün, Mustafa Caner Akuner, Majid Pourkarimi, Omer Akgun, Tahir Cetin Akinci

IEEE Access, 2023

Feature Extraction and NN-Based Enhanced Test Maneuver Deployment for 2 DoF Vehicle Simulator.

Ugur Demir, Gazi Akgün, Mustafa Caner Akuner, Bora Demirci, Omer Akgun, Tahir Cetin Akinci

IEEE Access, 2023

Radiomics Boosts Deep Learning Model for IPMN Classification.

Lanhong Yao, Zheyuan Zhang, Ugur Demir, Elif Keles, Camila Vendrami, Emil Agarunov, Candice W. Bolan, Ivo Schoots, Marc J. Bruno, Rajesh Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Michael B. Wallace, Concetto Spampinato, Ulas Bagci

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

2022

Transformer Based Generative Adversarial Network for Liver Segmentation.

Ugur Demir, Zheyuan Zhang, Bin Wang, Matthew Antalek, Elif Keles, Debesh Jha, Amir Borhani, Daniela P. Ladner, Ulas Bagci

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions.

Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Neural Network Approach for E-Motor Development.

Majid Pourkarimi, Ugur Demir, Mustafa Caner Akuner

Proceedings of the 8th International Conference on Control, 2022

2021

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.

Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

MFR 2021: Masked Face Recognition Competition.

Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

On Recognizing Occluded Faces in the Wild.

Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel

Proceedings of the 20th International Conference of the Biometrics Special Interest Group, 2021

2020

Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Surveillance Videos.

Mamshad Nayeem Rizve, Ugur Demir, Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan R. Dave, Yogesh S. Rawat, Mubarak Shah

CoRR, 2020

Clustering-Based Deep Brain MultiGraph Integrator Network for Learning Connectional Brain Templates.

Ugur Demir, Mohammed Amine Gharsallaoui, Islem Rekik

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Security Videos.

Mamshad Nayeem Rizve, Ugur Demir, Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan R. Dave, Yogesh S. Rawat, Mubarak Shah

Proceedings of the 25th International Conference on Pattern Recognition, 2020

TinyVIRAT: Low-resolution Video Action Recognition.

Ugur Demir, Yogesh S. Rawat, Mubarak Shah

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

An Online System for Real-Time Activity Detection in Untrimmed Surveillance Videos.

Aayush Jung Rana, Praveen Tirupattur, Mamshad Nayeem Rizve, Kevin Duarte, Ugur Demir, Yogesh S. Rawat, Mubarak Shah

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

2018

Patch-Based Image Inpainting with Generative Adversarial Networks.

Ugur Demir, Gözde B. Ünal

CoRR, 2018

Deep Stacked Networks with Residual Polishing for Image Inpainting.

Ugur Demir, Gözde B. Ünal

CoRR, 2018

Turkish lira banknotes classification using deep convolutional neural networks.

Gulcin Baykal, Ugur Demir, Ira Shyti, Gozde B. Unal

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Generative Adversarial Training for MRA Image Synthesis Using Multi-contrast MRI.

Sahin Olut, Yusuf Huseyin Sahin, Ugur Demir, Gözde B. Ünal

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

Diffusion MRI Spatial Super-Resolution Using Generative Adversarial Networks.

Enes Albay, Ugur Demir, Gözde B. Ünal

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

2017

Inpainting by deep autoencoders using an advisor network.

Ugur Demir, Gözde B. Ünal

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2014

A Face Recognition Based Multiplayer Mobile Game Application.

Ugur Demir, Esam Ghaleb, Hazim Kemal Ekenel

Proceedings of the Artificial Intelligence Applications and Innovations, 2014