Generalizing Monocular 3D Human Pose Estimation in the Wild

• Published in: IEEE International Conference on Computer Vision workshops pp. 4024 - 4033
• Main Authors: Wang, Luyang, Chen, Yan, Guo, Zhenhua, Qian, Keyuan, Lin, Mude, Li, Hongsheng, Ren, Jimmy S.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2019
• Subjects: 3D Human Pose Estimation; 3D Label generator; Cameras; Generators; Image reconstruction; In the Wild Images; Pose estimation; Stereo image processing; Three-dimensional displays; Two dimensional displays

The availability of the large-scale labeled 3D poses in the Human3.6M dataset plays an important role in advancing the algorithms for 3D human pose estimation from a still image. We observe that recent innovation in this area mainly focuses on new techniques that explicitly address the generalizatio...