680 citations · 2.5k across the 34 of their papers we have counts for
4 papers · 2 filters
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…
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…