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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
To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of 3D Transfer Learning Souhail Hadgi Lei Li M. Ovsjanikov 85 0 0 26 Mar 2024
Training point-based deep learning networks for forest segmentation with synthetic data Francisco Raverta Capua Juan Schandin Pablo De Cristoforis 3DPC 57 3 0 21 Mar 2024
PoNQ: a Neural QEM-based Mesh Representation Nissim Maruani M. Ovsjanikov Pierre Alliez Mathieu Desbrun 78 6 0 19 Mar 2024
SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention Feng Xiao Hongbin Xu Qiuxia Wu Wenxiong Kang 74 3 0 13 Mar 2024
Surface-aware Mesh Texture Synthesis with Pre-trained 2D CNNs Áron Samuel Kovács Pedro Hermosilla R. Raidou 3DV 63 2 0 11 Mar 2024
Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction Souhaib Attaiki M. Ovsjanikov 3DPC 70 6 0 11 Mar 2024
Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation Peng Zhang Ting Wu Jinsheng Sun Weiqing Li Zhiyong Su 73 1 0 11 Mar 2024
Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 63 6 0 08 Mar 2024
DEMOS: Dynamic Environment Motion Synthesis in 3D Scenes via Local Spherical-BEV Perception Jing-yu Gong Min Wang Wentao Liu Chao Qian Zhizhong Zhang Yuan Xie Lizhuang Ma 69 0 0 04 Mar 2024
Region-Transformer: Self-Attention Region Based Class-Agnostic Point Cloud Segmentation Dipesh Gyawali Jian Zhang B. Karki ViT 3DPC 77 0 0 03 Mar 2024
NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection Chenxi Huang Yuenan Hou Weicai Ye Di Huang Xiaoshui Huang Binbin Lin Deng Cai Wanli Ouyang 3DV 3DPC MDE 76 1 0 22 Feb 2024
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data Majid Farhadloo Arun Sharma Jayant Gupta Alexey A. Leontovich Svetomir N. Markovic Shashi Shekhar 172 5 0 22 Feb 2024
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence Penghai Zhao Xin Zhang Ming-Ming Cheng Jian Yang Xiang Li 115 1 0 20 Feb 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 108 12 0 20 Feb 2024
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target Localization A. Kuriyal Vaibhav Kumar 3DPC 46 1 0 19 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 123 13 0 17 Feb 2024
Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions Vladimír Kunc 90 2 0 14 Feb 2024
Optimizing Sparse Convolution on GPUs with CUDA for 3D Point Cloud Processing in Embedded Systems Chester Luo Kevin Lai 3DPC 58 0 0 12 Feb 2024
Classifying point clouds at the facade-level using geometric features and deep learning networks Yue Tan Olaf Wysocki L. Hoegner Uwe Stilla 3DPC 80 4 0 09 Feb 2024
On the Completeness of Invariant Geometric Deep Learning Models Zian Li Xiyuan Wang Shijia Kang Muhan Zhang 99 3 0 07 Feb 2024
A Bayesian cluster validity index Nathakhun Wiroonsri Onthada Preedasawakul 37 3 0 03 Feb 2024
Advances in 3D Generation: A Survey Xiaoyu Li Qi Zhang Di Kang Weihao Cheng Yiming Gao Jingbo Zhang Zhihao Liang Jing Liao Yan-Pei Cao Ying Shan 154 43 0 31 Jan 2024
Harnessing Deep Learning of Point Clouds for Inverse Control of 3D Shape Morphing Jue Wang Dhirodaatto Sarkar J. Suo Alex Chortos 59 2 0 26 Jan 2024
Adaptive Point Transformer Alessandro Baiocchi Indro Spinelli Alessandro Nicolosi Simone Scardapane 61 0 0 26 Jan 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 284 3 0 23 Jan 2024
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering Damien Robert Hugo Raguet Loic Landrieu 73 13 0 12 Jan 2024
iDet3D: Towards Efficient Interactive Object Detection for LiDAR Point Clouds Dongmin Choi Wonwoo Cho Kangyeol Kim Jaegul Choo 3DPC 73 2 0 24 Dec 2023
Deformable 3D Gaussian Splatting for Animatable Human Avatars Hyunjun Jung Nikolas Brasch Jifei Song Eduardo Pérez-Pellitero Yiren Zhou Zhihao Li Nassir Navab Benjamin Busam 3DGS 117 33 0 22 Dec 2023
Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network Jiarong Guo Xiaogang Xu Hengshuang Zhao 75 1 0 19 Dec 2023
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 69 0 0 18 Dec 2023
Random resistive memory-based deep extreme point learning machine for unified visual processing Shaocong Wang Yizhao Gao Yi Li Woyu Zhang Yifei Yu ... Zhongrui Wang Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yuan Liu 58 0 0 14 Dec 2023
Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges Weiguang Zhao Guanyu Yang Rui Zhang Chenru Jiang Chaolong Yang Yuyao Yan Amir Hussain Kaizhu Huang VLM 72 5 0 12 Dec 2023
OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection Hu Zhang Jianhua Xu Tao Tang Haiyang Sun Xin Yu Zi Huang Kaicheng Yu ObjD 3DPC 81 12 0 12 Dec 2023
Weakly Supervised Point Cloud Segmentation via Conservative Propagation of Scene-level Labels Shaobo Xia Jun Yue Kacper Kania Leyuan Fang Andrea Tagliasacchi K. M. Yi Weiwei Sun 3DPC 66 3 0 11 Dec 2023
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 137 27 0 07 Dec 2023
SE-LIO: Semantics-enhanced Solid-State-LiDAR-Inertial Odometry for Tree-rich Environments Tisheng Zhang Linfu Wei Hailiang Tang Liqiang Wang Man Yuan Xiaoji Niu 65 0 0 04 Dec 2023
Minuet: Accelerating 3D Sparse Convolutions on GPUs Jiacheng Yang Christina Giannoula Jun Wu Mostafa Elhoushi James Gleeson Gennady Pekhimenko 3DPC 57 2 0 01 Dec 2023
Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding Chancharik Mitra Abrar Anwar Rodolfo Corona Dan Klein Trevor Darrell Jesse Thomason 52 1 0 12 Nov 2023
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data Xi Sun Derek Jacoby Yvonne Coady 47 0 0 11 Nov 2023
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey Yang Peng 3DPC 71 4 0 10 Nov 2023
On Characterizing the Evolution of Embedding Space of Neural Networks using Algebraic Topology Suryaka Suresh Bishshoy Das V. Abrol Sumantra Dutta Roy 40 3 0 08 Nov 2023
Transformation Decoupling Strategy based on Screw Theory for Deterministic Point Cloud Registration with Gravity Prior Xinyi Li Zijian Ma Yinlong Liu Walter Zimmer Hu Cao Feihu Zhang Alois Knoll 72 1 0 02 Nov 2023
Decodable and Sample Invariant Continuous Object Encoder Dehao Yuan Furong Huang Cornelia Fermuller Yiannis Aloimonos 58 2 0 31 Oct 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 101 9 0 31 Oct 2023
Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification Abdelrahman Seleem André F. R. Guarda Nuno M. M. Rodrigues Fernando Pereira 48 6 0 28 Oct 2023
Unsupervised Representation Learning for Diverse Deformable Shape Collections Sara Hahner Souhaib Attaiki Jochen Garcke M. Ovsjanikov 66 1 0 27 Oct 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 93 12 0 24 Oct 2023
UE4-NeRF:Neural Radiance Field for Real-Time Rendering of Large-Scale Scene Jiaming Gu Minchao Jiang Hongsheng Li Xiaoyuan Lu Guangming Zhu Syed Afaq Ali Shah Liang Zhang Bennamoun AI4CE 72 20 0 20 Oct 2023
Revisiting Multi-modal 3D Semantic Segmentation in Real-world Autonomous Driving Feng Jiang Chaoping Tu Gang Zhang Jun Li Hanqing Huang Junyu Lin Di Feng Jian Pu 3DPC 115 3 0 13 Oct 2023
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds Xidong Peng Runnan Chen Feng Qiao Lingdong Kong You-Chen Liu Tai Wang Xinge Zhu Yuexin Ma 102 14 0 13 Oct 2023