680 citations · 2.5k across the 34 of their papers we have counts for
5 papers · 1 filter
Panoptic Studio: A Massively Multiview System for Social Interaction Capture
Hanbyul Joo, Tomas Simon, Xulong Li +10
We present an approach to capture the 3D motion of a group of people engaged in a social interaction. The core challenges in capturing social interactions are: (1) occlusion is fun…
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Zhe Cao, Tomas Simon, Shih-En Wei +1
We present an approach to efficiently detect the 2D pose of multiple people in an image. The approach uses a nonparametric representation, which we refer to as Part Affinity Fields…
Video Analysis for Body-worn Cameras in Law Enforcement
Jason J. Corso, Alexandre Alahi, Kristen Grauman +4
The social conventions and expectations around the appropriate use of imaging and video has been transformed by the availability of video cameras in our pockets. The impact on law…
How useful is photo-realistic rendering for visual learning?
Yair Movshovitz-Attias, Takeo Kanade, Yaser Sheikh
Data seems cheap to get, and in many ways it is, but the process of creating a high quality labeled dataset from a mass of data is time-consuming and expensive. With the advent of…
Convolutional Pose Machines
Shih-En Wei, Varun Ramakrishna, Takeo Kanade +1
Pose Machines provide a sequential prediction framework for learning rich implicit spatial models. In this work we show a systematic design for how convolutional networks can be in…