Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline

9 June 2021

Papers citing "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

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Title
Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms Josef Taher Eric Hyyppä Matti Hyyppä Klaara Salolahti Xiaowei Yu ... Roope Näsi H. Hyyti Siiri Pyykkönen Peilun Hu Juha Hyyppa 29 0 0 19 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 35 0 0 18 Apr 2025
DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification Huantao Ren Minmin Yang Senem Velipasalar 3DPC 55 0 0 16 Apr 2025
Quantum Deep Sets and Sequences Vladimir Vargas-Calderón 33 0 0 03 Apr 2025
Hard-Label Black-Box Attacks on 3D Point Clouds Daizong Liu Yunbo Tao Pan Zhou Wei Hu 3DPC 74 0 0 30 Nov 2024
HorGait: A Hybrid Model for Accurate Gait Recognition in LiDAR Point Cloud Planar Projections Jiaxing Hao Yanxi Wang Zhigang Chang Hongmin Gao Zihao Cheng Chen Wu Xin Zhao Peiye Fang Rachmat Muwardi ViT 32 0 0 11 Oct 2024
MIRACLE3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model Construction Hossein Resani B. Nasihatkon 3DV 174 0 0 08 Oct 2024
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need Xianlong Wang Minghui Li Wei Liu Hangtao Zhang Shengshan Hu Yechao Zhang Ziqi Zhou Hai Jin 3DPC MU 48 6 0 04 Oct 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection Qihang Zhou Jiangtao Yan Shibo He Wenchao Meng Jiming Chen 3DPC 53 6 0 01 Oct 2024
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining Yunze Liu Li Yi Mamba 52 2 0 01 Oct 2024
VSFormer: Mining Correlations in Flexible View Set for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Haoran Deng Xudong Cai Deying Li 29 0 0 14 Sep 2024
Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection Hossein Resani B. Nasihatkon Mohammadreza Alimoradi Jazi 3DPC 44 2 0 12 Sep 2024
MetaFood3D: Large 3D Food Object Dataset with Nutrition Values Yuhao Chen Jiangpeng He Chris Czarnecki Gautham Vinod Talha Ibn Mahmud ... Saeejith Nair Pengcheng Xi A. Wong Edward J. Delp Fengqing Zhu 49 0 0 03 Sep 2024
3D Point Cloud Network Pruning: When Some Weights Do not Matter Amrijit Biswas M. Hossain M. M. L. Elahi A. Cheraghian Fuad Rahman Nabeel Mohammed Shafin Rahman 3DPC 26 1 0 26 Aug 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 46 2 0 16 Aug 2024
Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset Stefano Puliti E. Lines Jana Mullerová Julian Frey Zoe Schindler ... Chris Hopkinson C. Torresan Enrico Tomelleri Hannah Weiser R. Astrup 33 5 0 12 Aug 2024
Rethinking Attention Module Design for Point Cloud Analysis Chengzhi Wu Kaige Wang Zeyun Zhong Hao Fu Junwei Zheng Jiaming Zhang Julius Pfrommer Jürgen Beyerer 3DPC 51 1 0 27 Jul 2024
Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Longkun Zou Wanru Zhu Ke Chen Lihua Guo K. Guo Kui Jia Yaowei Wang 3DPC ViT 54 0 0 26 Jul 2024
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Changshuo Wang Meiqing Wu S. Lam Xin Ning Shangshu Yu Ruiping Wang Weijun Li T. Srikanthan 49 14 0 18 Jul 2024
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module Dingxin Zhang Jianhui Yu Tengfei Xue Chaoyi Zhang Dongnan Liu Weidong Cai 3DPC 46 0 0 15 Jul 2024
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation Zihao Li Pan Gao Kang-Soo You Chuan Yan Manoranjan Paul 3DPC 38 0 0 12 Jul 2024
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning Bin Ren Guofeng Mei D. Paudel Weijie Wang Yawei Li Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 3DPC 53 9 0 08 Jul 2024
Camera-LiDAR Cross-modality Gait Recognition Wenxuan Guo Yingping Liang Zhiyu Pan Ziheng Xi Jianjiang Feng Jie Zhou CVBM 41 3 0 02 Jul 2024
LiCAF: LiDAR-Camera Asymmetric Fusion for Gait Recognition Yunze Deng Haijun Xiong Bin Feng CVBM 55 0 0 18 Jun 2024
RVT-2: Learning Precise Manipulation from Few Demonstrations Ankit Goyal Valts Blukis Jie Xu Yijie Guo Yu-Wei Chao Dieter Fox 35 40 0 12 Jun 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention Hugues Thomas Yao-Hung Tsai Tim D. Barfoot Jian Zhang 3DPC 46 7 0 21 May 2024
FSC: Few-point Shape Completion Xianzu Wu Xianfeng Wu Tianyu Luan Yajing Bai Zhongyuan Lai Junsong Yuan 46 5 0 12 Mar 2024
PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models Qingdong He Jinlong Peng Zhengkai Jiang Xiaobin Hu Jiangning Zhang Qiang Nie Yabiao Wang Chengjie Wang 3DPC VLM 46 5 0 11 Mar 2024
REPS: Reconstruction-based Point Cloud Sampling Guoqing Zhang Wenbo Zhao Jian Liu Xianming Liu 3DPC 36 0 0 08 Mar 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 53 5 0 24 Feb 2024
CLIPose: Category-Level Object Pose Estimation with Pre-trained Vision-Language Knowledge Xiao Lin Minghao Zhu Ronghao Dang Guangliang Zhou Shaolong Shu Feng Lin Chengju Liu Qi Chen CLIP 49 8 0 24 Feb 2024
PointGL: A Simple Global-Local Framework for Efficient Point Cloud Analysis Jianan Li Jie Wang Tingfa Xu 3DPC 18 6 0 22 Jan 2024
ModelNet-O: A Large-Scale Synthetic Dataset for Occlusion-Aware Point Cloud Classification Zhongbin Fang Xia Li Xiangtai Li Shen Zhao Mengyuan Liu 3DPC 32 4 0 16 Jan 2024
Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding Qi Sun Xiao Cui Wen-gang Zhou Houqiang Li 3DPC 24 1 0 15 Jan 2024
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis Xingyilang Yin Xi Yang Liangchen Liu Nannan Wang Xinbo Gao 3DPC 31 3 0 20 Dec 2023
PointeNet: A Lightweight Framework for Effective and Efficient Point Cloud Analysis Lipeng Gu Xu Yan Liangliang Nan Dingkun Zhu Honghua Chen Weiming Wang Mingqiang Wei 3DPC 24 3 0 20 Dec 2023
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders Yaohua Zha Huizhen Ji Jinmin Li Rongsheng Li Tao Dai Bin Chen Zhi Wang Shu-Tao Xia 3DPC 32 23 0 17 Dec 2023
MV-CLIP: Multi-View CLIP for Zero-shot 3D Shape Recognition Dan Song Xinwei Fu Weizhi Nie Wenhui Li Lanjun Wang You Yang Anan Liu VLM 34 6 0 30 Nov 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 32 9 0 31 Oct 2023
Frozen Transformers in Language Models Are Effective Visual Encoder Layers Ziqi Pang Ziyang Xie Yunze Man Yu-xiong Wang 53 25 0 19 Oct 2023
CSI: Enhancing the Robustness of 3D Point Cloud Recognition against Corruption Zhuoyuan Wu Jiachen Sun Chaowei Xiao 3DPC 39 1 0 05 Oct 2023
Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning Yang Liu Chong Chen Can Wang Xulin King Mengyuan Liu 3DPC 40 7 0 25 Sep 2023
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions Jie Wang Lihe Ding Tingfa Xu Shaocong Dong Xinli Xu Long Bai Jianan Li 3DPC 36 5 0 19 Sep 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 34 9 0 31 Aug 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition Xuanyu Yi Jiajun Deng Qianru Sun Xiansheng Hua J. Lim Hanwang Zhang 3DPC 18 14 0 18 Aug 2023
3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack Yunbo Tao Daizong Liu Pan Zhou Yulai Xie Wei Du Wei Hu 3DPC AAML 26 11 0 15 Aug 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 27 18 0 27 Jul 2023
Risk-optimized Outlier Removal for Robust 3D Point Cloud Classification Xinke Li Junchi Lu Henghui Ding Changsheng Sun Qiufeng Wang Chee Yeow Meng 3DPC 45 4 0 20 Jul 2023
RVT: Robotic View Transformer for 3D Object Manipulation Ankit Goyal Jie Xu Yijie Guo Valts Blukis Yu-Wei Chao Dieter Fox LM&Ro 50 120 0 26 Jun 2023
Revisiting and Advancing Adversarial Training Through A Simple Baseline Hong Liu AAML 26 0 0 13 Jun 2023