Gines Hidalgo — accepted AI-conference papers

2019

Efficient Online Multi-Person 2D Pose Tracking With Recurrent Spatio-Temporal Affinity Fields

Yaadhav Raaj, Haroon Idrees, Gines Hidalgo, Yaser Sheikh

CVPR 2019oral

We present an online approach to efficiently and simultaneously detect and track 2D poses of multiple people in a video sequence. We build upon Part Affinity Field (PAF) representation designed for static images, and propose an architecture that can encode and predict Spatio-Temporal Affinity Fields…

Cited by 153 PDF ↗Scholar ↗

2019

Single-Network Whole-Body Pose Estimation

Gines Hidalgo, Yaadhav Raaj, Haroon Idrees, Donglai Xiang, Hanbyul Joo, Tomas Simon +1

ICCV 2019poster

We present the first single-network approach for 2D whole-body pose estimation, which entails simultaneous localization of body, face, hands, and feet keypoints. Due to the bottom-up formulation, our method maintains constant real-time performance regardless of the number of people in the image. The…

Cited by 135 PDF ↗code ↗Scholar ↗