Holistic++ Scene Understanding: Single-View 3D Holistic Scene Parsing and Human Pose Estimation With Human-Object Interaction and Physical Commonsense

• Published in: 2019 IEEE/CVF International Conference on Computer Vision (ICCV) pp. 8647 - 8656
• Main Authors: Chen, Yixin, Huang, Siyuan, Yuan, Tao, Zhu, Yixin, Qi, Siyuan, Zhu, Song-Chun
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2019
• Subjects: Image reconstruction; Layout; Pose estimation; Task analysis; Three-dimensional displays; Two dimensional displays

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 of object bounding boxes, camera pose, and room layout, and (ii) 3D human pose estimation. The intuition behind is to le...