Gaze meets Computer Vision (GMCV): Bridging Human Attention and Machine Perception


Causal Representation-Based Domain Generalization on Gaze Estimation
Younghan Kim,
Kangryun Moon,
Yongjun Park,
Yonggyu Kim
[pdf] [arXiv]
[bibtex]
@InProceedings{Kim_2025_WACV, author = {Kim, Younghan and Moon, Kangryun and Park, Yongjun and Kim, Yonggyu}, title = {Causal Representation-Based Domain Generalization on Gaze Estimation}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {386-395} }

FlatTrack: Eye-tracking with ultra-thin lensless cameras
Purvam Jain,
Althaf M. Nazar,
Salman S. Khan,
Kaushik Mitra,
Praneeth Chakravarthula
[pdf] [arXiv]
[bibtex]
@InProceedings{Jain_2025_WACV, author = {Jain, Purvam and Nazar, Althaf M. and Khan, Salman S. and Mitra, Kaushik and Chakravarthula, Praneeth}, title = {FlatTrack: Eye-tracking with ultra-thin lensless cameras}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {433-441} }

On Segmenting Pupil Contours in Terms of Elliptical Fourier Series
Felix O'Mahony,
Patrick Fürst,
Michael Drews,
Kai Dierkes
[pdf] [supp]
[bibtex]
@InProceedings{O'Mahony_2025_WACV, author = {O'Mahony, Felix and F\"urst, Patrick and Drews, Michael and Dierkes, Kai}, title = {On Segmenting Pupil Contours in Terms of Elliptical Fourier Series}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {423-432} }

Addressing Age Bias in the Application of Appearance-Based Gaze-Tracking for Older Adults
Manuela Kunz,
Kathleen C. Fraser,
Bruce Wallace,
Frank Knoefel,
Rafik Goubran,
Sina Shafiyan,
Neil Thomas
[pdf]
[bibtex]
@InProceedings{Kunz_2025_WACV, author = {Kunz, Manuela and Fraser, Kathleen C. and Wallace, Bruce and Knoefel, Frank and Goubran, Rafik and Shafiyan, Sina and Thomas, Neil}, title = {Addressing Age Bias in the Application of Appearance-Based Gaze-Tracking for Older Adults}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {406-414} }

VISTA: A Visual and Textual Attention Dataset for Interpreting Multimodal Models
Harshit .,
Tolga Tasdizen
[pdf]
[bibtex]
@InProceedings{._2025_WACV, author = {., Harshit and Tasdizen, Tolga}, title = {VISTA: A Visual and Textual Attention Dataset for Interpreting Multimodal Models}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {415-422} }

Human Gaze Improves Vision Transformers by Token Masking
Jacqueline Kockwelp,
Daniel Beckmann,
Benjamin Risse
[pdf] [supp]
[bibtex]
@InProceedings{Kockwelp_2025_WACV, author = {Kockwelp, Jacqueline and Beckmann, Daniel and Risse, Benjamin}, title = {Human Gaze Improves Vision Transformers by Token Masking}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {396-405} }