MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment

1 September 2022

Zicheng Zhang

Wei Sun

Xiongkuo Min

Guangtao Zhai

Papers citing "MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment"

31 / 31 papers shown

Title
Low-Complexity Patch-based No-Reference Point Cloud Quality Metric exploiting Weighted Structure and Texture Features Michael Neri Federica Battisti 51 0 0 19 Mar 2025
MeshFleet: Filtered and Annotated 3D Vehicle Dataset for Domain Specific Generative Modeling Damian Boborzi Phillip Mueller Jonas Emrich Dominik Schmid Sebastian Mueller Lars Mikelsons DiffM 72 0 0 18 Mar 2025
Differentiable Low-computation Global Correlation Loss for Monotonicity Evaluation in Quality Assessment Yipeng Liu Qi Yang Yiling Xu 33 0 0 28 Jan 2025
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization Ziyu Shan Yujie Zhang Yipeng Liu Yiling Xu 41 0 0 12 Nov 2024
Perceptual Quality Assessment of Trisoup-Lifting Encoded 3D Point Clouds Juncheng Long Honglei Su Qi Liu Hui Yuan Wei Gao Jiarun Song Z. Wang 30 1 0 09 Oct 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 42 10 0 17 Aug 2024
Asynchronous Feedback Network for Perceptual Point Cloud Quality Assessment Yujie Zhang Qi Yang Ziyu Shan Yiling Xu 3DPC 33 0 0 13 Jul 2024
Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving Ce Zhang A. Eskandarian 44 0 0 25 Jun 2024
Dual-Branch Network for Portrait Image Quality Assessment Wei Sun Weixia Zhang Yanwei Jiang Haoning Wu Zicheng Zhang ... Yingjie Zhou Zhongpeng Ji Xiongkuo Min Weisi Lin Guangtao Zhai 3DH 30 7 0 14 May 2024
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM Zicheng Zhang Haoning Wu Yingjie Zhou Chunyi Li Wei Sun Chaofeng Chen Xiongkuo Min Xiaohong Liu Weisi Lin Guangtao Zhai 38 11 0 28 Apr 2024
Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy Yu-Xin Zhang Jie Gui Xiaofeng Cong Xiaofeng Cong Wenbing Tao Wenbing Tao Dacheng Tao 3DPC 35 2 0 22 Apr 2024
Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment Ziyu Shan Yujie Zhang Qi Yang Haichen Yang Yiling Xu Jenq-Neng Hwang Xiaozhong Xu Shan Liu 3DPC 28 10 0 15 Mar 2024
PAME: Self-Supervised Masked Autoencoder for No-Reference Point Cloud Quality Assessment Ziyu Shan Yujie Zhang Qi Yang Haichen Yang Yiling Xu Shan Liu 3DPC 36 1 0 15 Mar 2024
Perceptual Video Quality Assessment: A Survey Xiongkuo Min Huiyu Duan Wei Sun Yucheng Zhu Guangtao Zhai 29 74 0 05 Feb 2024
Uncertainty-aware No-Reference Point Cloud Quality Assessment S. Fan Zixuan Guo Wei-Nan Gao Ge Li 3DPC 26 0 0 17 Jan 2024
Activating Frequency and ViT for 3D Point Cloud Quality Assessment without Reference Oussama Messai Abdelouahid Bentamou Abbass Zein-Eddine Yann Gavet 3DPC 17 2 0 10 Dec 2023
PointPCA+: Extending PointPCA objective quality assessment metric Xuemei Zhou E. Alexiou Irene Viola Pablo César 3DPC 22 9 0 23 Nov 2023
A No-Reference Quality Assessment Method for Digital Human Head Yingjie Zhou Zicheng Zhang Wei Sun Xiongkuo Min Xianghe Ma Guangtao Zhai 21 9 0 25 Oct 2023
Geometry-Aware Video Quality Assessment for Dynamic Digital Human Zicheng Zhang Yingjie Zhou Wei Sun Xiongkuo Min Guangtao Zhai 20 8 0 24 Oct 2023
GeodesicPSIM: Predicting the Quality of Static Mesh with Texture Map via Geodesic Patch Similarity Qi Yang Joël Jung Xiaozhong Xu Shan Liu 19 4 0 09 Aug 2023
Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation Zicheng Zhang Wei Sun Yingjie Zhou Haoning Wu Chunyi Li Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin 19 34 0 06 Jul 2023
GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment Zicheng Zhang Wei Sun H. Wu Yingjie Zhou Chunyi Li Xiongkuo Min Guangtao Zhai Weisi Lin 17 33 0 09 Jun 2023
Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images Zicheng Zhang Wei Sun Yingjie Zhou Jun Jia Zhichao Zhang Jing Liu Xiongkuo Min Guangtao Zhai 25 25 0 14 Mar 2023
EEP-3DQA: Efficient and Effective Projection-based 3D Model Quality Assessment Zicheng Zhang Wei Sun Yingjie Zhou Wei Lu Yucheng Zhu Xiongkuo Min Guangtao Zhai 70 12 0 17 Feb 2023
DDH-QA: A Dynamic Digital Humans Quality Assessment Database Zicheng Zhang Yingjie Zhou Wei Sun Wei Lu Xiongkuo Min Yu Wang Guangtao Zhai EGVM 30 15 0 24 Dec 2022
Perceptual Quality Assessment for Digital Human Heads Zicheng Zhang Yingjie Zhou Wei Sun Xiongkuo Min Yuzhe Wu Guangtao Zhai 44 20 0 20 Sep 2022
Evaluating Point Cloud from Moving Camera Videos: A No-Reference Metric Zicheng Zhang Wei Sun Yucheng Zhu Xiongkuo Min Wei Wu Ying Chen Guangtao Zhai 3DPC 23 40 0 30 Aug 2022
Perceptual Quality Assessment of Omnidirectional Images Huiyu Duan Guangtao Zhai Xiongkuo Min Yucheng Zhu Yi Fang Xiaokang Yang 71 136 0 06 Jul 2022
No-Reference Point Cloud Quality Assessment via Domain Adaptation Qi Yang Yipeng Liu Siheng Chen Yiling Xu Jun Sun 3DPC 44 79 0 06 Dec 2021
A strong baseline for image and video quality assessment Shaoguo Wen Junle Wang 35 15 0 13 Nov 2021
Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots Qi Chen Lin Sun Zhixin Wang Kui Jia Alan Yuille 3DPC 170 169 0 30 Dec 2019