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Deep Learning for 3D Point Clouds: A Survey

27 December 2019

Papers citing "Deep Learning for 3D Point Clouds: A Survey"

50 / 485 papers shown

Title
PU-Ray: Domain-Independent Point Cloud Upsampling via Ray Marching on Neural Implicit Surface Sangwon Lim Karim El-Basyouny Yee-Hong Yang 3DPC 63 3 0 12 Oct 2023
LiveVV: Human-Centered Live Volumetric Video Streaming System Kaiyuan Hu Yongting Chen Kaiying Han Junhua Liu Haowen Yang Yili Jin Boyan Li Fangxin Wang 3DH 47 4 0 12 Oct 2023
Differentiable Euler Characteristic Transforms for Shape Classification Ernst Röell Bastian Rieck 97 7 0 11 Oct 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 80 5 0 11 Oct 2023
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators Haiping Wang Yuan Liu Bing Wang Yujing Sun Zhenchao Dong Wenping Wang Bisheng Yang DiffM 82 12 0 05 Oct 2023
3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning Athanasios Bacharis Konstantinos D. Polyzos H. J. Nelson G. Giannakis Nikolaos Papanikolopoulos 68 1 0 29 Sep 2023
APNet: Urban-level Scene Segmentation of Aerial Images and Point Clouds Weijie Wei Martin R. Oswald Fatemeh Karimi Nejadasl Theo Gevers 3DPC 52 0 0 29 Sep 2023
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data Dylan Peek Matthew P. Skerritt Stephan Chalup 3DPC 58 2 0 29 Sep 2023
Overview of Computer Vision Techniques in Robotized Wire Harness Assembly: Current State and Future Opportunities Hao Wang Omkar Salunkhe Walter Quadrini Dan Lamkull Fredrik Ore Björn Johansson J. Stahre 55 4 0 24 Sep 2023
A Systematic Literature Review of Computer Vision Applications in Robotized Wire Harness Assembly Hao Wang Omkar Salunkhe Walter Quadrini Dan Lamkull Fredrik Ore M. Despeisse L. Fumagalli J. Stahre Björn Johansson 72 11 0 24 Sep 2023
AdaMap: High-Scalable Real-Time Cooperative Perception at the Edge Li-Yu Daisy Liu Yongjie Xue Yuru Zhang Dawei Chen Kyungtae Han 49 1 0 24 Sep 2023
Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation Jingyu Zhang Huitong Yang Daijie Wu Jacky Keung Xuesong Li Xinge Zhu Yuexin Ma 3DPC 82 1 0 19 Sep 2023
Fully automated landmarking and facial segmentation on 3D photographs Bo Berends F. Bielevelt R. Schreurs S. Vinayahalingam T. Maal Guido de Jong 55 9 0 19 Sep 2023
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks R. D. East Guillermo Alonso-Linaje Chae-Yeun Park 49 13 0 13 Sep 2023
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase You-Chen Liu Runnan Chen Xin Li Lingdong Kong Yuchen Yang ... Xinge Zhu Yuexin Ma Yikang Li Yu Qiao Yuenan Hou 3DPC 3DV 91 52 0 11 Sep 2023
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation Li Li Qing Li Guozheng Xu Pengwei Zhou Jingmin Tu Jie Li Jian Yao 3DPC 58 3 0 07 Sep 2023
Vote2Cap-DETR++: Decoupling Localization and Describing for End-to-End 3D Dense Captioning Sijin Chen Erik Cambria Mingsheng Li Xin Chen Peng Guo Yinjie Lei Gang Yu Taihao Li Tao Chen 66 23 0 06 Sep 2023
Towards Vehicle-to-everything Autonomous Driving: A Survey on Collaborative Perception Sishuo Liu Chen Gao Yuan-Hsin Chen Xingyu Peng Xianghao Kong ... Runsheng Xu Wentao Jiang Hao Xiang Jiaqi Ma Miao Wang 79 42 0 31 Aug 2023
A correlation-based fuzzy cluster validity index with secondary options detector Nathakhun Wiroonsri Onthada Preedasawakul 54 1 0 28 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 130 20 0 27 Aug 2023
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey Qinfeng Zhu Lei Fan Ningxin Weng 3DPC 113 43 0 23 Aug 2023
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model Wei Song Jun Zhou Mingjie Wang Hongchen Tan Nannan Li Xiuping Liu 63 3 0 17 Aug 2023
GPA-3D: Geometry-aware Prototype Alignment for Unsupervised Domain Adaptive 3D Object Detection from Point Clouds Ziyu Li Jingming Guo Tongtong Cao Bingbing Liu Wankou Yang 3DPC 89 10 0 16 Aug 2023
A One Stop 3D Target Reconstruction and multilevel Segmentation Method Jinfeng Xu Wei Zhao Zhiyan Tang X. Gan 3DV 55 2 0 14 Aug 2023
Focused Specific Objects NeRF Yuesong Li Feng Pan Helong Yan Xiuli Xin Xiaoxue Feng 124 0 0 11 Aug 2023
Deep Semantic Graph Matching for Large-scale Outdoor Point Clouds Registration Shaocong Liu Tao Wang Yan Zhang Ruqin Zhou Li Li Chenguang Dai Yongsheng Zhang Longguang Wang Hanyun Wang 3DPC 103 12 0 10 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 53 2 0 09 Aug 2023
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding Davide Boscaini Fabio Poiesi 3DPC 3DV 55 7 0 28 Jul 2023
Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds O. Melia Eric Jonas Rebecca Willett OOD 3DPC 73 3 0 27 Jul 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 54 1 0 27 Jul 2023
HRHD-HK: A benchmark dataset of high-rise and high-density urban scenes for 3D semantic segmentation of photogrammetric point clouds Maosu Li Yijie Wu A. G. Yeh Fan Xue 3DV 3DPC 51 3 0 16 Jul 2023
BPNet: Bézier Primitive Segmentation on 3D Point Clouds Rao Fu Cheng Wen Qian Li Xiao Xiao Pierre Alliez 3DV 3DPC 107 4 0 08 Jul 2023
Semantic Segmentation on 3D Point Clouds with High Density Variations Ryan Faulkner Luke Haub Simon Ratcliffe Ian Reid Tat-Jun Chin 3DPC 74 1 0 04 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 114 9 0 01 Jul 2023
Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification Diogo Mateus Lavado Cláudia Soares Alessandra Micheletti Giovanni Bocchi Alex Coronati Manuel F. Silva Patrizio Frosini 3DPC 102 2 0 13 Jun 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs Adam D. Cobb Anirban Roy Daniel Elenius F. M. Heim Brian Swenson ... Theodore Bapty Joseph Hite K. Ramani Christopher McComb Susmit Jha 62 8 0 08 Jun 2023
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification Abihith Kothapalli Ashkan Shahbazi Xinran Liu Robert Sheng Soheil Kolouri 3DPC 78 3 0 08 Jun 2023
Synthesizing realistic sand assemblies with denoising diffusion in latent space Nikolaos N. Vlassis WaiChing Sun K. Alshibli R. Regueiro DiffM 55 6 0 07 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 107 24 0 31 May 2023
Smooth, exact rotational symmetrization for deep learning on point clouds Sergey Pozdnyakov Michele Ceriotti 3DPC 100 30 0 30 May 2023
Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination Yuchen Bai Jean-Baptiste Durand Grégoire Laurent Vincent F. Forbes 3DPC 31 8 0 26 May 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Bo Yang Bing Wang Bo Li 3DPC 61 43 0 25 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 92 13 0 25 May 2023
Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding Zhang Tao Su He D. Tao Bin Chen Zhi Wang Shutao Xia VLM 82 27 0 18 May 2023
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era Chenghao Li Chaoning Zhang Atish Waghwase Lik-Hang Lee François Rameau Yang Yang Sung-Ho Bae Choong Seon Hong 104 78 0 10 May 2023
Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey Ben Fei Weidong Yang Liwen Liu Tian-jian Luo Rui Zhang Yixuan Li Ying He 3DPC 111 19 0 08 May 2023
Towards AI-Architecture Liberty: A Comprehensive Survey on Design and Generation of Virtual Architecture by Deep Learning Anqi Wang Jiahua Dong Lik-Hang Lee Jiachuan Shen Pan Hui 3DV AI4CE 86 1 0 30 Apr 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 77 7 0 27 Apr 2023
Evolving Three Dimension (3D) Abstract Art: Fitting Concepts by Language Yingtao Tian 42 1 0 24 Apr 2023
Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent with Learned Distance Functions Yun He Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 66 51 0 24 Apr 2023