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CAREER: Foundational 4D Human Video Understanding — NSF Award to University of California-Berkeley (CA, $341,618)

Understanding human behavior from video is a challenging and transformative area of research, with applications in robotics, assistive technologies, neuroscience, and beyond. Humans do not act in isolation; their actions are shaped by their surroundings, interactions with others, and the objects they use. This project

Award titleCAREER: Foundational 4D Human Video Understanding
Award ID2442491
AwardeeUniversity of California-Berkeley
CityBERKELEY
StateCA
Amount obligated$341,618
Principal investigatorAngjoo Kanazawa
ProgramRobust Intelligence
Start date06/15/2025
AbstractUnderstanding human behavior from video is a challenging and transformative area of research, with applications in robotics, assistive technologies, neuroscience, and beyond. Humans do not act in isolation; their actions are shaped by their surroundings, interactions with others, and the objects they use. This project aims to develop a new foundational paradigm for understanding humans in 4D — their 3D state over time — from any type of video. Unlike current methods, this approach integrates peo
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