Yunus Can Bilge
I am a machine learning researcher. I received a PhD degree from Hacettepe University. My research interests include computer vision, deep learning, machine learning, vision-language interaction.
News & Updates
- 08/2024: New paper at IEEE Access. Hand and Pose-Based Feature Selection for Zero-Shot Sign Language Recognition
- 06/2024: New paper at SIViP. Tinysign: sign language recognition in low resolution settings
- 05/2024: New paper to appear at SIU 2024.
- 02/2024: Cross-lingual few-shot sign language recognition accepted to Pattern Recognition!
- 02/2024: A patent application has been registered in Türkiye.
- 01/2024: New paper at Expert Systems with Applications. BusEye: A multi-stream approach for driver behavior analysis on public bus driver cameras
- 03/2023: New paper at Journal of Millimeterwave Communication, Optimization and Modelling.
- 06/2022: Successfully defended my PhD thesis!
- 05/2022: New paper to appear at SIU 2022.
- 01/2022: New IEEE TPAMI paper! Towards Zero-Shot Sign Language Recognition
- 09/2020: New paper to appear at IEEE/CVF WACV 2021.
- 07/2019: New paper to appear at BMVC'19.
Selected Publications
Cross-lingual few-shot sign language recognition
Y. C. Bilge, N. Ikizler-Cinbis, R. G. Cinbis
Pattern Recognition, 151, pp. 110374, July 2024
Tinysign: sign language recognition in low resolution settings
A. Huseyinoglu, F. A. Bilge, Y. C. Bilge, N. Ikizler-Cinbis
Signal, Image and Video Processing, https://doi.org/10.1007/s11760-024-03358-z, June 2024.
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 .
Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos
Y. C. Bilge, M. K. Yucel, N. Ikizler-Cinbis, P. Duygulu, R. G. Cinbis
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2021.
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.