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Hui Huang

4 papers indexed

arxivcs.GRcs.CV2026-07-12

PoseAlign: Sculpting Pose-Consistent Meshes via Text-Guided Deformation

Shijin Wang, Zichong Chen, Yang Zhou, Hui Huang

Mesh deformation, the process of altering the vertex positions of a 3D mesh while preserving its topological structure, is a cornerstone of computer graphics. Despite the recent emergence of numerous text-guided 3D mesh deformation methods, deforming an initial mesh into one that…

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arxivcs.CV2026-07-09

GRE-Diff: Gaussian Room Embeddings for Structured Layout Diffusion

Jing Wang, Haoran Xiong, Zihao Yan, Minglun Gong, Hui Huang

Designing functional and aesthetically coherent floor plans requires exploring a vast space of possible room arrangements, a task that quickly becomes overwhelming for human designers. In this paper, we propose GRE-Diff, a controllable and interactive diffusion-based framework th…

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arxivcs.CV2026-07-07

OBBSeg: Irregular Lesion Segmentation under Oriented Bounding Box Annotations

Jun Wei, Xinchang Liu, Yu Liu, Chuhua Yang, Shuhui Wang, Hui Huang

Pixel-level annotation remains a major bottleneck in medical image segmentation, making weak supervision an attractive yet under-constrained alternative. We propose OBBSeg, an intermediate supervision paradigm guided by Oriented Bounding Boxes (OBBs) that bridges the gap between…

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