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20222026
most citedThe Worse The Better: Content-Aware Viewpoint Generation Network for Projection-related Point Cloud Quality Assessment

2 citations · 7 across the 9 of their papers we have counts for

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cs.CV2026

CASA-SDF: Curriculum-Aware Spatial Adaptation with Curvature-Guided Density for Neural Implicit Surface Reconstruction

Lei Yang, Weiqing Li, Zhiyong Su +1

Neural implicit representations have emerged as a powerful paradigm for 3D reconstruction. However, high-fidelity indoor surface reconstruction remains a significant challenge, pri…

cs.CV2026

UGD: An Unsupervised Geometric Distance for Evaluating Real-world Noisy Point Cloud Denoising

Zhiyong Su, Jincan Wu, Yonghui Liu +2

Point cloud denoising is a fundamental and crucial challenge in real-world point cloud applications. Existing quantitative evaluation metrics for point cloud denoising methods are…

cs.CV2025

Open-world Point Cloud Semantic Segmentation: A Human-in-the-loop Framework

Peng Zhang, Songru Yang, Jinsheng Sun +2

Open-world point cloud semantic segmentation (OW-Seg) aims to predict point labels of both base and novel classes in real-world scenarios. However, existing methods rely on resourc…

cs.CV20252 cited

No-reference geometry quality assessment for colorless point clouds via list-wise rank learning

Zheng Li, Bingxu Xie, Chao Chu +2

Geometry quality assessment (GQA) of colorless point clouds is crucial for evaluating the performance of emerging point cloud-based solutions (e.g., watermarking, compression, and…

cs.CV20252 cited

The Worse The Better: Content-Aware Viewpoint Generation Network for Projection-related Point Cloud Quality Assessment

Zhiyong Su, Bingxu Xie, Zheng Li +2

Through experimental studies, however, we observed the instability of final predicted quality scores, which change significantly over different viewpoint settings. Inspired by the…

cs.CV20242 cited

Mesh deformation-based single-view 3D reconstruction of thin eyeglasses frames with differentiable rendering

Fan Zhang, Ziyue Ji, Weiguang Kang +2

With the support of Virtual Reality (VR) and Augmented Reality (AR) technologies, the 3D virtual eyeglasses try-on application is well on its way to becoming a new trending solutio…