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Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone
Peter Hardy, Hansung Kim
Current unsupervised 2D-3D human pose estimation (HPE) methods do not work in multi-person scenarios due to perspective ambiguity in monocular images. Therefore, we present one of…
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction
Yuwen Heng, Yihong Wu, Jiawen Chen +2
Achieving accurate material segmentation for 3-channel RGB images is challenging due to the considerable variation in a material's appearance. Hyperspectral images, which are sets…
DBAT: Dynamic Backward Attention Transformer for Material Segmentation with Cross-Resolution Patches
Yuwen Heng, Srinandan Dasmahapatra, Hansung Kim
The objective of dense material segmentation is to identify the material categories for every image pixel. Recent studies adopt image patches to extract material features. Although…
Temporally Coherent General Dynamic Scene Reconstruction
Armin Mustafa, Marco Volino, Hansung Kim +2
Existing techniques for dynamic scene reconstruction from multiple wide-baseline cameras primarily focus on reconstruction in controlled environments, with fixed calibrated cameras…
Temporally coherent 4D reconstruction of complex dynamic scenes
Armin Mustafa, Hansung Kim, Jean-Yves Guillemaut +1
This paper presents an approach for reconstruction of 4D temporally coherent models of complex dynamic scenes. No prior knowledge is required of scene structure or camera calibrati…