ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision

19 April 2025

Papers citing "ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision"

23 / 23 papers shown

Title
Learned Point Cloud Compression for Classification Mateen Ulhaq Ivan V. Bajić 59 10 0 11 Aug 2023
Lossless Point Cloud Geometry and Attribute Compression Using a Learned Conditional Probability Model D. Nguyen Andre Kaup 3DPC 60 35 0 11 Mar 2023
GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression Jiahao Pang M. Lodhi Dong Tian 3DPC 81 34 0 09 Sep 2022
Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai Xu Yang Xianming Liu Junjun Jiang Yaowei Wang Xiangyang Ji Wen Gao ViT 82 51 0 17 Dec 2021
Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression Jianqiang Wang Dandan Ding Zhu Li Xiaoxing Feng Chuntong Cao Zhan Ma 3DPC 66 115 0 20 Nov 2021
Video Coding for Machine: Compact Visual Representation Compression for Intelligent Collaborative Analytics Wenhan Yang Haofeng Huang Yueyu Hu Ling-yu Duan Jiaying Liu 59 26 0 18 Oct 2021
VoxelContext-Net: An Octree based Framework for Point Cloud Compression Zizheng Que Guo Lu Dong Xu 3DPC 61 132 0 05 May 2021
Group-Free 3D Object Detection via Transformers Ze Liu Zheng Zhang Yue Cao Han Hu Xin Tong ViT 3DPC 97 315 0 01 Apr 2021
Multiscale Point Cloud Geometry Compression Jianqiang Wang Dandan Ding Zhu Li Zhan Ma 3DPC 65 179 0 07 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 679 41,483 0 22 Oct 2020
Improved Deep Point Cloud Geometry Compression Maurice Quach G. Valenzise Frederic Dufaux 3DPC 60 117 0 16 Jun 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression Lila Huang Shenlong Wang K. Wong Jerry Liu R. Urtasun 3DPC 47 146 0 14 May 2020
Learned Point Cloud Geometry Compression Jianqiang Wang Hao Zhu Zhan Ma Tong Chen Haojie Liu Qiu Shen 3DPC 46 145 0 26 Sep 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 119 1,290 0 21 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 170 1,796 0 18 Apr 2019
Deep AutoEncoder-based Lossy Geometry Compression for Point Clouds Wei Yan Yiting Shao Shan Liu Thomas H. Li Zhu Li Ge Li 3DPC 37 82 0 18 Apr 2019
Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression Maurice Quach G. Valenzise Frederic Dufaux 3DPC 49 161 0 20 Mar 2019
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 366 11,154 0 07 Jun 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 502 4,084 0 14 Feb 2017
Semantic Perceptual Image Compression using Deep Convolution Networks Aaditya (Adi) Prakash N. Moran Solomon Garber Antonella DiLillo J. Storer 109 82 0 27 Dec 2016
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 169 2,242 0 02 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 498 14,371 0 02 Dec 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015