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MUSE: Model-based Uncertainty-aware Similarity Estimation for zero-shot 2D Object Detection and Segmentation
Sungmin Cho, Sungbum Park, Insoo Oh
In this work, we introduce MUSE (Model-based Uncertainty-aware Similarity Estimation), a training-free framework designed for model-based zero-shot 2D object detection and segmenta…
Representation learning of vertex heatmaps for 3D human mesh reconstruction from multi-view images
Sungho Chun, Sungbum Park, Ju Yong Chang
This study addresses the problem of 3D human mesh reconstruction from multi-view images. Recently, approaches that directly estimate the skinned multi-person linear model (SMPL)-ba…
Learnable human mesh triangulation for 3D human pose and shape estimation
Sungho Chun, Sungbum Park, Ju Yong Chang
Compared to joint position, the accuracy of joint rotation and shape estimation has received relatively little attention in the skinned multi-person linear model (SMPL)-based human…
Camera Motion Agnostic 3D Human Pose Estimation
Seong Hyun Kim, Sunwon Jeong, Sungbum Park +1
Although the performance of 3D human pose and shape estimation methods has improved significantly in recent years, existing approaches typically generate 3D poses defined in camera…