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Xiangsheng Huang

3 accepted papers

2025

HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios

NeurIPS 2025spotlight

Action segmentation is a core challenge in high-level video understanding, aiming to partition untrimmed videos into segments and assign each a label from a predefined action set. Existing methods primarily address single-person activities with fixed action sequences, overlooking multi-person scenar…

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2019

Consistency Constrained Reconstruction of Depth Maps from Epipolar Plane Images

ICASSP 2019accepted

In this paper, we propose a method of reconstructing the depth map of a set of multiview images from the epipolar plane images (EPIs) of multiview Images. Our method involves two steps: finding support points and estimating depth. First, we propose to include a consistency term and a smoothness term…

Cited by 0SourceScholar
2016

A semi-global matching method for large-scale light field images

ICASSP 2016accepted

Semi-Global Matching (SGM) is a robust method in traditional stereo matching. It maintains precise boundary with low computational cost. However, directly applying SGM to light field stereo matching degrades the results greatly due to the sparsity of support points. In this letter, we proposes a nov…

Cited by 0SourceScholar