Human Eye
The human eye is a complex organ of intense scientific interest, with research focusing on understanding its structure and function, as well as its role in various applications. Current research employs diverse approaches, including deep learning models (like Transformers, CNN-LSTMs, and GANs) for tasks such as gaze estimation, disease detection (e.g., glaucoma), and even reconstructing visual imagery from brain activity (fMRI). These advancements have significant implications for healthcare (improved diagnostics and treatment), human-computer interaction (more natural interfaces), and fundamental neuroscience (understanding visual perception and cognition).
Papers
Towards Unsupervised Eye-Region Segmentation for Eye Tracking
Jiangfan Deng, Zhuang Jia, Zhaoxue Wang, Xiang Long, Daniel K. Du
An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment
Hugo Malard, Michel Olvera, Stéphane Lathuiliere, Slim Essid
An Eye on Clinical BERT: Investigating Language Model Generalization for Diabetic Eye Disease Phenotyping
Keith Harrigian, Tina Tang, Anthony Gonzales, Cindy X. Cai, Mark Dredze
CP-EB: Talking Face Generation with Controllable Pose and Eye Blinking Embedding
Jianzong Wang, Yimin Deng, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao