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Wenbo Gou

3 accepted papers

2025

MV-SSM: Multi-View State Space Modeling for 3D Human Pose Estimation

CVPR 2025poster

While significant progress has been made in single-view 3D human pose estimation, multi-view 3D human pose estimation remains challenging, particularly in terms of generalizing to new camera configurations. Existing attention-based transformers often struggle to accurately model the spatial arrangem…

2024

FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions

CVPR 2024poster

Estimating the 3D structure of the human body from nat- ural scenes is a fundamental aspect of visual perception. 3D human pose estimation is a vital step in advancing fields like AIGC and human-robot interaction serving as a crucial tech- nique for understanding and interacting with human actions i…

2024

Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba

NeurIPS 2024poster

3D Hand reconstruction from a single RGB image is challenging due to the articulated motion, self-occlusion, and interaction with objects. Existing SOTA methods employ attention-based transformers to learn the 3D hand pose and shape, yet they do not fully achieve robust and accurate performance, pri…