Advancing Human Action Recognition with Foundation Models trained on Unlabeled Public Videos

no code implementations • 14 Feb 2024 • Yang Qian, Yinan Sun, Ali Kargarandehkordi, Parnian Azizian, Onur Cezmi Mutlu, Saimourya Surabhi, Pingyi Chen, Zain Jabbar, Dennis Paul Wall, Peter Washington

These results highlight the potential of using unstructured and unlabeled videos as a valuable source of diverse and dynamic content for training foundation models.

Action Recognition Self-Supervised Learning +1

Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study

no code implementations • 21 Sep 2023 • Ali Kargarandehkordi, Matti Kaisti, Peter Washington

We then compared the personalized models against a generalized model trained using data from all 10 participants.

Emotion Recognition

Computer Vision Estimation of Emotion Reaction Intensity in the Wild

no code implementations • 19 Mar 2023 • Yang Qian, Ali Kargarandehkordi, Onur Cezmi Mutlu, Saimourya Surabhi, Mohammadmahdi Honarmand, Dennis Paul Wall, Peter Washington

Emotions play an essential role in human communication.