Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data

13 August 2019

Mikaela Angelina Uy

Papers citing "Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data"

50 / 421 papers shown

Title
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 11 2 0 08 Jun 2023
Multi-View Representation is What You Need for Point-Cloud Pre-Training Siming Yan Chen Song Youkang Kong Qi-Xing Huang 3DPC 31 2 0 05 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 22 5 0 02 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 27 18 0 31 May 2023
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification Sitian Shen Zilin Zhu Linqian Fan Harry Zhang Xinxiao Wu DiffM 29 27 0 25 May 2023
PointGPT: Auto-regressively Generative Pre-training from Point Clouds Guang-Sheng Chen Meiling Wang Yi Yang Kai Yu Li-xin Yuan Yufeng Yue 3DPC 16 80 0 19 May 2023
Clifford Group Equivariant Neural Networks David Ruhe Johannes Brandstetter Patrick Forré 19 34 0 18 May 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding Minghua Liu Ruoxi Shi Kaiming Kuang Yinhao Zhu Xuanlin Li Shizhong Han H. Cai Fatih Porikli Hao Su 3DPC 27 116 0 18 May 2023
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding Le Xue Ning Yu Shu Zhen Zhang Artemis Panagopoulou Junnan Li ... Jiajun Wu Caiming Xiong Ran Xu Juan Carlos Niebles Silvio Savarese 19 115 0 14 May 2023
Self-Supervised Learning for Point Clouds Data: A Survey Changyu Zeng W. Wang A. Nguyen Yutao Yue 3DPC 28 0 0 09 May 2023
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding Li Jiang Zetong Yang Shaoshuai Shi Vladislav Golyanik Dengxin Dai Bernt Schiele 3DPC 14 13 0 08 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 23 17 0 08 May 2023
Incremental 3D Semantic Scene Graph Prediction from RGB Sequences Shun-cheng Wu Keisuke Tateno Nassir Navab F. Tombari 3DPC 3DV 46 21 0 04 May 2023
UrbanBIS: a Large-scale Benchmark for Fine-grained Urban Building Instance Segmentation Guoqing Yang Fuyou Xue Qi Zhang Ke Xie Chi-Wing Fu Hui Huang 3DV 27 25 0 04 May 2023
Analogy-Forming Transformers for Few-Shot 3D Parsing N. Gkanatsios M. Singh Zhaoyuan Fang Shubham Tulsiani Katerina Fragkiadaki 3DPC 3DV 19 2 0 27 Apr 2023
Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation Zihao Li Pan Gao Hui Yuan Ran Wei M. Paul 3DPC ViT 21 6 0 27 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 23 48 0 24 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 40 1 0 22 Apr 2023
Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning? Hao Peng Baopu Li Bo-Wen Zhang Xin Chen Tao Chen Hongyuan Zhu 3DPC 21 1 0 20 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 40 45 0 14 Apr 2023
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining Siming Yan Yu-Qi Yang Yu-Xiao Guo Hao Pan Peng-shuai Wang Xin Tong Yang Liu Qi-Xing Huang 3DPC 29 15 0 14 Apr 2023
Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification Xian Wei Muyu Wang S. J. Lin Zhengyu Li Jian Yang Arafat Al-Jawari Xuan Tang 3DPC ViT 8 2 0 12 Apr 2023
A Closer Look at Few-Shot 3D Point Cloud Classification Chuangguan Ye Hongyuan Zhu Bo-Wen Zhang Tao Chen 3DPC 19 15 0 31 Mar 2023
Local region-learning modules for point cloud classification Kaya Turgut H. Dutagaci 3DPC 16 3 0 30 Mar 2023
Point2Vec for Self-Supervised Representation Learning on Point Clouds Karim Abou Zeid Jonas Schult Alexander Hermans Bastian Leibe 3DPC 20 27 0 29 Mar 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 33 56 0 29 Mar 2023
ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding Hongyu Sun Yongcai Wang Xudong Cai Xuewei Bai Deying Li ViT 3DPC 24 8 0 25 Mar 2023
PointGame: Geometrically and Adaptively Masked Auto-Encoder on Point Clouds Yun-Hai Liu Xu Yan Zhilei Chen Zhiqi Li Zeyong Wei Mingqiang Wei 3DPC 19 2 0 23 Mar 2023
CP $^3$ : Channel Pruning Plug-in for Point-based Networks Yaomin Huang Ning Liu Zhengping Che Zhiyuan Xu Chaomin Shen Yaxin Peng Guixu Zhang Xinmei Liu Feifei Feng Jian Tang 3DPC 31 14 0 23 Mar 2023
CLIP $^2$ : Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data Yi Zeng Chenhan Jiang Jiageng Mao Jianhua Han Chao Ye Qingqiu Huang Dit-Yan Yeung Zhen Yang Xiaodan Liang Hang Xu 3DPC VLM CLIP 14 68 0 22 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 32 65 0 20 Mar 2023
A Tiny Machine Learning Model for Point Cloud Object Classification M. Zhang Jintang Xue Pranav Kadam Hardik Prajapati Shan Liu C.-C. Jay Kuo 3DPC 34 1 0 20 Mar 2023
GAM : Gradient Attention Module of Optimization for Point Clouds Analysis Haotian Hu Fanyi Wang Jingwen Su Hongtao Zhou Yaonong Wang Laifeng Hu Yanhao Zhang Zhiwang Zhang 3DPC 40 14 0 19 Mar 2023
Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis Renrui Zhang Liuhui Wang Ziyu Guo Yali Wang Peng Gao Hongsheng Li Jianbo Shi 3DPC 24 51 0 14 Mar 2023
PointPatchMix: Point Cloud Mixing with Patch Scoring Yi Wang Jiaze Wang Jinpeng Li Zixu Zhao Guangyong Chen Anfeng Liu Pheng-Ann Heng 3DPC 22 7 0 12 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 42 159 0 10 Mar 2023
Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space Yahui Liu Bin Wang Yisheng Lv Lingxi Li Feiyue Wang ViT 3DPC 13 40 0 08 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Ajmal Saeed Mian ViT 3DPC 14 3 0 08 Mar 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame Yujing Lou Zelin Ye Yang You Nianjuan Jiang Jiangbo Lu Weiming Wang Lizhuang Ma Cewu Lu 3DPC 42 7 0 06 Mar 2023
PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees Jinghuai Zhang Jinyuan Jia Hongbin Liu Neil Zhenqiang Gong 3DPC 19 6 0 03 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 40 48 0 02 Mar 2023
Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis Renrui Zhang Liuhui Wang Ziyu Guo Jianbo Shi 3DPC 32 10 0 01 Mar 2023
Applying Plain Transformers to Real-World Point Clouds Lanxiao Li M. Heizmann 3DPC ViT 16 3 0 28 Feb 2023
Sampled Transformer for Point Sets Shidi Li Christian J. Walder Alexander Soen Lexing Xie Miaomiao Liu 3DPC 23 1 0 28 Feb 2023
Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training Ziyu Guo Renrui Zhang Longtian Qiu Xianzhi Li Pheng-Ann Heng 3DPC 30 52 0 27 Feb 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 35 7 0 10 Feb 2023
PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration Dingxin Zhang Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 19 9 0 06 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 28 117 0 05 Feb 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 27 3 0 30 Jan 2023
Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps Muhammad Ibrahim Naveed Akhtar Saeed Anwar Michael Wise Ajmal Saeed Mian ViT 3DPC 18 3 0 21 Jan 2023