3D 视觉

3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds

Junsheng Zhou, Xin Wen, Baorui Ma, Yu-Shen Liu, Yue Gao, Yi Fang, Zhizhong Han

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Project page: https://junshengzhou.github.io/3D-OAE; Code and data: https://github.com/junshengzhou/3D-OAE

Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

Peng Xiang, Xin Wen, Yu-Shen Liu, Yan-Pei Cao, Pengfei Wan, Wen Zheng, Zhizhong Han

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. This work is a journal extension of our ICCV 2021 paper arXiv:2108.04444 . The first two authors contributed equally

Frequency-Selective Geometry Upsampling of Point Clouds

Viktoria Heimann, Andreas Spruck, André Kaup

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments 5 pages, 3 figures, International Conference on Image Processing (ICIP) 2022

Learning a Task-specific Descriptor for Robust Matching of 3D Point Clouds

Zhiyuan Zhang, Yuchao Dai, Bin Fan, Jiadai Sun, Mingyi He

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2022

Point Cloud Learning with Transformer

Qi Zhong, Xian-Feng Han

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments 10 pages, 4 figures

PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds

Zhaoqi Leng, Shuyang Cheng, Benjamin Caine, Weiyue Wang, Xiao Zhang, Jonathon Shlens, Mingxing Tan, Dragomir Anguelov

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Journal ref ECCV 2022 (pp. 555-572). Springer, Cham

Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression

Jianqiang Wang, Dandan Ding, Zhu Li, Xiaoxing Feng, Chuntong Cao, Zhan Ma

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments 17 pages, 15 figures

HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation

Yunsheng Zhang, Jianguo Yao, Ruixiang Zhang, Siyang Chen, Haifeng Li

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation

Yangheng Zhao, Jun Wang, Xiaolong Li, Yue Hu, Ce Zhang, Yanfeng Wang, Siheng Chen

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Overlap-guided Gaussian Mixture Models for Point Cloud Registration

Guofeng Mei, Fabio Poiesi, Cristiano Saltori, Jian Zhang, Elisa Ricci, Nicu Sebe

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Accepted in WACV 2023

3D Scalable Quantum Convolutional Neural Networks for Point Cloud Data Processing in Classification Applications

Hankyul Baek, Won Joon Yun, Joongheon Kim

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Keypoint Cascade Voting for Point Cloud Based 6DoF Pose Estimation

Yangzheng Wu, Alireza Javaheri, Mohsen Zand, Michael Greenspan

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds

Pei Sun, Mingxing Tan, Weiyue Wang, Chenxi Liu, Fei Xia, Zhaoqi Leng, Dragomir Anguelov

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Journal ref ECCV 2022

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds

Xu Yan, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang, Shenghui Cui, Zhen Li

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments ECCV2022

Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training

Renrui Zhang, Ziyu Guo, Rongyao Fang, Bin Zhao, Dong Wang, Yu Qiao, Hongsheng Li, Peng Gao

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments NeurIPS 2022

Dynamic Convolution for 3D Point Cloud Instance Segmentation

Tong He, Chunhua Shen, Anton van den Hengel

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Accepted to IEEE Trans. Pattern Analysis and Machine Intelligence. Extended version of arXiv:2011.13328

HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces

Qing Li, Yu-Shen Liu, Jin-San Cheng, Cheng Wang, Yi Fang, Zhizhong Han

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2022

Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image

Zhaoxuan Zhang, Xiaoguang Han, Bo Dong, Tong Li, Baocai Yin, Xin Yang

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments arXiv admin note: substantial text overlap with arXiv:1903.04019

TransLoc3D : Point Cloud based Large-scale Place Recognition using Adaptive Receptive Fields

Tian-Xing Xu, Yuan-Chen Guo, Zhiqiang Li, Ge Yu, Yu-Kun Lai, Song-Hai Zhang

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Appeared in Computational Visual Media 2022, poster. Communications in Information and Systems. Accepted

APSNet: Attention Based Point Cloud Sampling

Yang Ye, Xiulong Yang, Shihao Ji

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments Published as a conference paper in BMVC 2022

LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds

Chenxi Liu, Zhaoqi Leng, Pei Sun, Shuyang Cheng, Charles R. Qi, Yin Zhou, Mingxing Tan, Dragomir Anguelov

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments ECCV 2022

MPED: Quantifying Point Cloud Distortion based on Multiscale Potential Energy Discrepancy

Qi Yang, Yujie Zhang, Siheng Chen, Yiling Xu, Jun Sun, Zhan Ma

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Learned Point Cloud Geometry Compression

Jianqiang Wang, Hao Zhu, Zhan Ma, Tong Chen, Haojie Liu, Qiu Shen

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments 13 pages

Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis

Xu Yan, Heshen Zhan, Chaoda Zheng, Jiantao Gao, Ruimao Zhang, Shuguang Cui, Zhen Li

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments To appear in NIPS2022

Flow-based GAN for 3D Point Cloud Generation from a Single Image

Yao Wei, George Vosselman, Michael Ying Yang

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments 13 pages, 5 figures, accepted to BMVC2022

FBNet: Feedback Network for Point Cloud Completion

Xuejun Yan, Hongyu Yan, Jingjing Wang, Hang Du, Zhihong Wu, Di Xie, Shiliang Pu, Li Lu

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments The first two authors contributed equally to this work. The source code and model are available at https://github.com/hikvision-research/3DVision/. Accepted to ECCV 2022 as oral presentation

Point Cloud Upsampling via Cascaded Refinement Network

Hang Du, Xuejun Yan, Jingjing Wang, Di Xie, Shiliang Pu

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments The first two authors contributed equally to this work. The code is publicly available at https://github.com/hikvision-research/3DVision. Accepted to ACCV 2022 as oral presentation

Contextual Modeling for 3D Dense Captioning on Point Clouds

Yufeng Zhong, Long Xu, Jiebo Luo, Lin Ma

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Multi-Frequency-Aware Patch Adversarial Learning for Neural Point Cloud Rendering

Jay Karhade, Haiyue Zhu, Ka-Shing Chung, Rajesh Tripathy, Wei Lin, Marcelo H. Ang

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV

Comments 8 pages, 4 figures

COTReg:Coupled Optimal Transport based Point Cloud Registration

Guofeng Mei, Xiaoshui Huang, Litao Yu, Jian Zhang, Mohammed Bennamoun

专题命中 点云 ：point cloud(title,abstract)；分类 cs.CV