no code implementations • CVPR 2023 • Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park
To edit human videos in a physically plausible way, a texture map must take into account not only the garment transformation induced by the body movements and clothes fitting, but also its 3D fine-grained surface geometry.
1 code implementation • 17 Jan 2022 • Alireza Rezazadeh, Yasamin Jafarian, Ali Kord
Each decision tree learns to classify the input ultrasound image by learning a set of robust decision thresholds for texture features of the image.
1 code implementation • CVPR 2021 • Yasamin Jafarian, Hyun Soo Park
A key challenge of learning a visual representation for the 3D high fidelity geometry of dressed humans lies in the limited availability of the ground truth data (e. g., 3D scanned models), which results in the performance degradation of 3D human reconstruction when applying to real-world imagery.
1 code implementation • ICCV 2019 • Yuan Yao, Yasamin Jafarian, Hyun Soo Park
While multiview geometry can be used to self-supervise the unlabeled data, integrating the geometry into learning a keypoint detector is challenging due to representation mismatch.