2021 IEEE International Conference on Image Processing

19-22 September 2021 • Anchorage, Alaska, USA

Imaging Without Borders

2021 IEEE International Conference on Image Processing

19-22 September 2021 • Anchorage, Alaska, USA

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Paper Detail

Paper ID3D-3.10
Paper Title HUMAN CARVING: A PARSING-BASED FRAMEWORK FOR 3D HUMAN RECONSTRUCTION
Authors Baoxing Li, Xu Zhao, Shanghai Jiao Tong University, China
Session3D-3: Stereoscopic and multiview processing
LocationArea J
Session Time:Wednesday, 22 September, 14:30 - 16:00
Presentation Time:Wednesday, 22 September, 14:30 - 16:00
Presentation Poster
Topic Three-Dimensional Image and Video Processing: Stereoscopic and multiview processing and display
IEEE Xplore Open Preview  Click here to view in IEEE Xplore
Abstract Human-centric computer vision tasks often benefit from each other. In this paper, we propose a novel framework called Human Carving to explore the relationships between human parsing and multi-view 3D human reconstruction, which is the first method to consider the two related tasks. It consists of three modules: 1) Pose-aware Multi-view Human Parsing, 2) Semantic Visual Hull Carving and 3) Hierarchical Human Model Fitting. Taking the sparse multi-view images as input, the framework automatically generates a Part-Aware Visual Hull (PAVH) of human body parts and then estimates the human shape and pose simultaneously. Experimental results on real scenes demonstrate the effectiveness of our framework.