137 citations · 494 across the 40 of their papers we have counts for
4 papers · 1 filter
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points
Siyuan Huang, Yixin Chen, Tao Yuan +3
Detecting 3D objects from a single RGB image is intrinsically ambiguous, thus requiring appropriate prior knowledge and intermediate representations as constraints to reduce the un…
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning
Lifeng Fan, Wenguan Wang, Siyuan Huang +2
This paper addresses a new problem of understanding human gaze communication in social videos from both atomic-level and event-level, which is significant for studying human social…
Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense
Yixin Chen, Siyuan Huang, Tao Yuan +3
We propose a new 3D holistic++ scene understanding problem, which jointly tackles two tasks from a single-view image: (i) holistic scene parsing and reconstruction---3D estimations…
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion
Ruiqi Gao, Jianwen Xie, Siyuan Huang +3
This paper proposes a representational model for image pairs such as consecutive video frames that are related by local pixel displacements, in the hope that the model may shed lig…