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GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network

29 October 2022

Rui Ye

Papers citing "GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network"

22 / 22 papers shown

Title
No-reference geometry quality assessment for colorless point clouds via list-wise rank learning Zheng Li Bingxu Xie Chao Chu Weiqing Li Zhiyong Su 111 1 0 17 Feb 2025
A No-reference Quality Assessment Metric for Point Cloud Based on Captured Video Sequences Yu Fan Zicheng Zhang Wei Sun Xiongkuo Min Wei Lu Tao Wang Ning Liu Guangtao Zhai 3DPC 64 50 0 09 Jun 2022
No-Reference Point Cloud Quality Assessment via Domain Adaptation Qi Yang Yipeng Liu Siheng Chen Yiling Xu Jun Sun 3DPC 96 80 0 06 Dec 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 78 140 0 18 Aug 2021
No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models Zicheng Zhang Wei Sun Xiongkuo Min Tao Wang Wei Lu Guangtao Zhai 79 119 0 05 Jul 2021
MPED: Quantifying Point Cloud Distortion based on Multiscale Potential Energy Discrepancy Qi Yang Yujie Zhang Siheng Chen Yiling Xu Jun Sun Zhan Ma 42 43 0 04 Mar 2021
Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression Qi Liu Hui Yuan R. Hamzaoui Honglei Su Junhui Hou Huan Yang 40 144 0 25 Nov 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 120 925 0 16 Jul 2020
No-Reference Image Quality Assessment via Feature Fusion and Multi-Task Learning S. Golestaneh Kris Kitani 39 11 0 06 Jun 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 161 109 0 16 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 544 42,591 0 03 Dec 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 169 2,541 0 18 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 107 896 0 16 Apr 2019
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 144 1,569 0 17 Nov 2018
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 61 1,056 0 28 Mar 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 257 6,169 0 24 Jan 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,240 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,142 0 07 Jun 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,360 0 02 Dec 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 172 5,538 0 09 Dec 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014