3D 视觉

Advancing 3D Point Cloud Understanding through Deep Transfer Learning: A Comprehensive Survey

Shahab Saquib Sohail, Yassine Himeur, Hamza Kheddar, Abbes Amira, Fodil Fadli, Shadi Atalla, Abigail Copiaco, Wathiq Mansoor

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

Comments 55 pages, 9 tables, and 15 figures

Robust Point Cloud Registration in Robotic Inspection with Locally Consistent Gaussian Mixture Model

Lingjie Su, Wei Xu, Wenlong Li

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

Comments 12 pages, 14 figures

SE3ET: SE(3)-Equivariant Transformer for Low-Overlap Point Cloud Registration

Chien Erh Lin, Minghan Zhu, Maani Ghaffari

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

GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding

Changshuo Wang, Meiqing Wu, Siew-Kei Lam, Xin Ning, Shangshu Yu, Ruiping Wang, Weijun Li, Thambipillai Srikanthan

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

Comments Accepted by ECCV 2024

CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation

Hajin Shim, Changhun Kim, Eunho Yang

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

Comments 32 pages; Accepted to ECCV2024

Explicitly Guided Information Interaction Network for Cross-modal Point Cloud Completion

Hang Xu, Chen Long, Wenxiao Zhang, Yuan Liu, Zhen Cao, Zhen Dong, Bisheng Yang

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

Comments ECCV 2024

PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation

Jinfeng Xu, Siyuan Yang, Xianzhi Li, Yuan Tang, Yixue Hao, Long Hu, Min Chen

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

Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey

Anju Rani, Daniel Ortiz-Arroyo, Petar Durdevic

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

Comments 27 pages, 13 figures, 3 tables, review paper

Journal ref Information Fusion, 2024

To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning

Souhail Hadgi, Lei Li, Maks Ovsjanikov

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

Comments ECCV 2024

T-MAE: Temporal Masked Autoencoders for Point Cloud Representation Learning

Weijie Wei, Fatemeh Karimi Nejadasl, Theo Gevers, Martin R. Oswald

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

Comments Accepted to ECCV 2024

Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping

Junsheng Zhou, Baorui Ma, Yu-Shen Liu, Zhizhong Han

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

Comments Accepted by TPAMI 2024. Project page: https://mabaorui.github.io/Noise2NoiseMapping/. arXiv admin note: substantial text overlap with arXiv:2306.01405

Scale Disparity of Instances in Interactive Point Cloud Segmentation

Chenrui Han, Xuan Yu, Yuxuan Xie, Yili Liu, Sitong Mao, Shunbo Zhou, Rong Xiong, Yue Wang

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

Comments Accepted by 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems

SegPoint: Segment Any Point Cloud via Large Language Model

Shuting He, Henghui Ding, Xudong Jiang, Bihan Wen

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

Comments ECCV 2024, Project Page: https://heshuting555.github.io/SegPoint

TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds

Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb Gusev, Anis Kacem, Djamila Aouada

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

Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation

Ruijie Xu, Chuyu Zhang, Hui Ren, Xuming He

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

Comments Accepted by ECCV2024

HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation

Tianpei Zou, Sanqing Qu, Zhijun Li, Alois Knoll, Lianghua He, Guang Chen, Changjun Jiang

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

Journal ref ECCV 2024

Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds

Zicheng Wang, Zhen Zhao, Yiming Wu, Luping Zhou, Dong Xu

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

Comments Accepted by ECCV 2024

Sailing Through Point Clouds: Safe Navigation Using Point Cloud Based Control Barrier Functions

Bolun Dai, Rooholla Khorrambakht, Prashanth Krishnamurthy, Farshad Khorrami

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

milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

Fangqiang Ding, Zhen Luo, Peijun Zhao, Chris Xiaoxuan Lu

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

Comments 28 pages, 8 figures, 8 tables. This paper has been accepted by ECCV 2024. See the code and dataset at https://github.com/Toytiny/milliFlow

SEED: A Simple and Effective 3D DETR in Point Clouds

Zhe Liu, Jinghua Hou, Xiaoqing Ye, Tong Wang, Jingdong Wang, Xiang Bai

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

Comments Accepted by ECCV 2024

ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency

Shaocheng Yan, Pengcheng Shi, Jiayuan Li

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

Comments Accepted by ECCV2024

Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification

Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Robert Sheng, Soheil Kolouri

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

Comments Published in the GRaM workshop at ICML 2024

Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion

Lintai Wu, Qijian Zhang, Junhui Hou, Yong Xu

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

Comments Accepted in IEEE Transactions on Multimedia

Pre-training Point Cloud Compact Model with Partial-aware Reconstruction

Yaohua Zha, Yanzi Wang, Tao Dai, Shu-Tao Xia

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

Comments arXiv admin note: text overlap with arXiv:2405.17149

Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation

Zihao Li, Pan Gao, Kang You, Chuan Yan, Manoranjan Paul

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

DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding

Jincen Jiang, Qianyu Zhou, Yuhang Li, Xuequan Lu, Meili Wang, Lizhuang Ma, Jian Chang, Jian Jun Zhang

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

Comments Accepted to ECCV 2024

FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation

Chenliang Zhou, Fangcheng Zhong, Param Hanji, Zhilin Guo, Kyle Fogarty, Alejandro Sztrajman, Hongyun Gao, Cengiz Oztireli

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

Enhancing octree-based context models for point cloud geometry compression with attention-based child node number prediction

Chang Sun, Hui Yuan, Xiaolong Mao, Xin Lu, Raouf Hamzaoui

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

Comments 2 figures and 2 tables

Journal ref IEEE Signal Processing Letters, 2024

Enhancing context models for point cloud geometry compression with context feature residuals and multi-loss

Chang Sun, Hui Yuan, Shuai Li, Xin Lu, Raouf Hamzaoui

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

Comments 11 pages, 8 figures

Journal ref IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 14, no. 2, pp. 224-234, Jun. 2024

DuInNet: Dual-Modality Feature Interaction for Point Cloud Completion

Xinpu Liu, Baolin Hou, Hanyun Wang, Ke Xu, Jianwei Wan, Yulan Guo

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

Comments Under Review, 13 pages, 7 figures