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

IEEE International Conference on Computer Vision (ICCV), 2019

13 August 2019

Mikaela Angelina Uy

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

50 / 478 papers shown

Title
Triple Point Masking Jiaming Liu Linghe Kong Yue Wu Maoguo Gong Hao Li Qiguang Miao Wenping Ma Can Qin 3DPC 239 1 0 26 Sep 2024
Point-PNG: Conditional Pseudo-Negatives Generation for Point Cloud Pre-Training Sutharsan Mahendren Saimunur Rahman Piotr Koniusz Tharindu Fernando Sridha Sridharan Clinton Fookes Peyman Moghadam 3DPC 313 0 0 24 Sep 2024
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training Jinpeng Lin Xulei Yang Tianrui Li Xun Xu 3DPC 185 1 0 23 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled DataEuropean Conference on Computer Vision (ECCV), 2024 Sneha Paul Zachary Patterson Nizar Bouguila 154 0 0 21 Sep 2024
Formula-Supervised Visual-Geometric Pre-trainingEuropean Conference on Computer Vision (ECCV), 2024 Ryosuke Yamada Kensho Hara Hirokatsu Kataoka Koshi Makihara Nakamasa Inoue Rio Yokota Y. Satoh 134 1 0 20 Sep 2024
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future ProspectsIEEE Access (IEEE Access), 2024 Awal Ahmed Fime Saifuddin Mahmud Arpita Das Md. Sunzidul Islam Hong-Hoon Kim VGen 3DV 219 2 0 14 Sep 2024
Mahalanobis k-NN: A Statistical Lens for Robust Point-Cloud Registrations Tejas Anvekar Shivanand Venkanna Sheshappanavar 3DPC 287 0 0 10 Sep 2024
GS-PT: Exploiting 3D Gaussian Splatting for Comprehensive Point Cloud Understanding via Self-supervised LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Keyi Liu Yeqi Luo Weidong Yang Jingyi Xu Zhijun Li Wen-Ming Chen Ben Fei 3DGS 3DPC 180 2 0 08 Sep 2024
Training-Free Point Cloud Recognition Based on Geometric and Semantic Information FusionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Yan Chen Di Huang Zhichao Liao Xi Cheng Xinghui Li Lone Zeng 3DPC 542 1 0 07 Sep 2024
RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Kunming Su Qiuxia Wu Panpan Cai Xiaogang Zhu Xuequan Lu Zhiyong Wang Kun Hu 3DPC 179 12 0 31 Aug 2024
ConDense: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View ImagesEuropean Conference on Computer Vision (ECCV), 2024 Xiaoshuai Zhang Zhicheng Wang Howard Zhou Soham Ghosh Danushen Gnanapragasam Varun Jampani Hao Su Leonidas Guibas DD 217 7 0 30 Aug 2024
3D Point Cloud Network Pruning: When Some Weights Do not MatterBritish Machine Vision Conference (BMVC), 2024 Amrijit Biswas M. Hossain M. M. L. Elahi A. Cheraghian Fuad Rahman Nabeel Mohammed Shafin Rahman 3DPC 227 5 0 26 Aug 2024
Positional Prompt Tuning for Efficient 3D Representation Learning Shaochen Zhang Zekun Qi Runpei Dong Xiuxiu Bai Xing Wei 335 10 0 21 Aug 2024
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining Qi Ma Yue Li Bin Ren Andrii Zadaianchuk E. Konukoglu Theo Gevers Luc Van Gool D. Paudel 3DGS 3DPC 328 20 0 20 Aug 2024
PCP-MAE: Learning to Predict Centers for Point Masked AutoencodersNeural Information Processing Systems (NeurIPS), 2024 Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 271 20 0 16 Aug 2024
Masked Image Modeling: A SurveyInternational Journal of Computer Vision (IJCV), 2024 Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu Andrii Zadaianchuk 405 17 0 13 Aug 2024
RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Zhiyuan Zhang Licheng Yang Zhiyu Xiang 3DPC 3DH 326 7 0 12 Aug 2024
CLIP-based Point Cloud Classification via Point Cloud to Image TranslationInternational Conference on Pattern Recognition (ICPR), 2024 S. Ghose Manyi Li Yiming Qian Yang Wang 3DPC VLM 237 2 0 07 Aug 2024
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models Fanqing Meng Jun Wang Chuanhao Li Quanfeng Lu Hao Tian ... Jifeng Dai Ping Luo Ping Luo Kaipeng Zhang Wenqi Shao VLM 218 45 0 05 Aug 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 180 0 0 26 Jul 2024
DAC: 2D-3D Retrieval with Noisy Labels via Divide-and-Conquer Alignment and Correction Chaofan Gan Yuanpeng Tu Yuxi Li Weiyao Lin 161 2 0 25 Jul 2024
Multi-modal Relation Distillation for Unified 3D Representation Learning Huiqun Wang Yiping Bao Panwang Pan Zeming Li Xiao Liu Ruijie Yang Di Huang 228 3 0 19 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 315 31 0 18 Jul 2024
OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces Zehan Wang Ziang Zhang Hang Zhang Luping Liu Rongjie Huang Xize Cheng Hengshuang Zhao Zhou Zhao 257 24 0 16 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 184 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 319 1 0 12 Jul 2024
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 OOD 187 15 0 11 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 Andrii Zadaianchuk 3DPC 214 18 0 08 Jul 2024
FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance Jiedong Zhuang Jiaqi Hu Lianrui Mu Rui Hu Xiaoyu Liang Jiangnan Ye Haoji Hu CLIP VLM 278 7 0 08 Jul 2024
3D Adaptive Structural Convolution Network for Domain-Invariant Point Cloud Recognition Younggun Kim Beomsik Cho Beomsik Cho Soomok Lee 3DPC 200 1 0 05 Jul 2024
Beyond Viewpoint: Robust 3D Object Recognition under Arbitrary Views through Joint Multi-Part Representation Linlong Fan Ye Huang Yanqi Ge Wen Li Lixin Duan 3DPC 137 2 0 04 Jul 2024
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing Anushrut Jignasu Kelly O. Marshall Ankush Kumar Mishra Lucas Nerone Rillo Baskar Ganapathysubramanian Aditya Balu Chinmay Hegde Adarsh Krishnamurthy 217 1 0 04 Jul 2024
SGCCNet: Single-Stage 3D Object Detector With Saliency-Guided Data Augmentation and Confidence Correction Mechanism Ao Liang Wenyu Chen Jian Fang Huaici Zhao 3DPC 213 0 0 01 Jul 2024
Learning Robust 3D Representation from CLIP via Dual Denoising Shuqing Luo Bowen Qu Wei-Nan Gao 232 2 0 01 Jul 2024
Toward Availability Attacks in 3D Point Clouds Yifan Zhu Yibo Miao Yinpeng Dong Xiao-Shan Gao 3DPC AAML 207 6 0 26 Jun 2024
Point-SAM: Promptable 3D Segmentation Model for Point Clouds Yuchen Zhou Jiayuan Gu Tung Yen Chiang Fanbo Xiang Hao Su 176 37 0 25 Jun 2024
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model Hao Sun Yubo Ai Jiahao Lu Chuxin Wang Jiacheng Deng Hanzhi Chang Yanzhe Liang Wenfei Yang Shifeng Zhang Tianzhu Zhang Mamba 145 0 0 25 Jun 2024
Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds Hongliang Zeng Ping Zhang Fang Li Jiahua Wang Tingyu Ye Pengteng Guo 3DPC 297 1 0 25 Jun 2024
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Han-Hung Lee Yiming Zhang Angel X. Chang 3DPC 458 4 0 17 Jun 2024
PointABM:Integrating Bidirectional State Space Model with Multi-Head Self-Attention for Point Cloud Analysis Jia-wei Chen Yu-jie Xiong Yong-Bin Gao Mamba 309 1 0 10 Jun 2024
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision Minglei Li Peng Ye Yongqi Huang Lin Zhang Tao Chen Tong He Jiayuan Fan Wanli Ouyang MoE 291 11 0 05 Jun 2024
MeshXL: Neural Coordinate Field for Generative 3D Foundation Models Sijin Chen Xin Chen Anqi Pang Xianfang Zeng Wei Cheng ... C. Zhang Jingyi Yu Gang Yu Bin-Bin Fu Tao Chen AI4CE 261 79 0 31 May 2024
Kestrel: 3D Multimodal LLM for Part-Aware Grounded Description Mahmoud Ahmed Mahmoud Ahmed Jian Ding Eslam Mohamed Bakr Mohamed Elhoseiny 231 4 0 29 May 2024
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha Naiqi Li Yanzi Wang Tao Dai Hang Guo Bin Chen Zhi Wang Zhihao Ouyang Shu-Tao Xia Mamba 310 20 0 27 May 2024
PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis Zicheng Wang Zhen Chen Yiming Wu Zhen Zhao Luping Zhou Dong Xu Mamba 379 23 0 24 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 191 30 0 24 May 2024
TS40K: a 3D Point Cloud Dataset of Rural Terrain and Electrical Transmission System Diogo Mateus Lavado Cláudia Soares Alessandra Micheletti Ricardo Santos André Coelho Joao Santos 3DV 3DPC 193 3 0 22 May 2024
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views Yuhang Yang Wei Zhai Chengfeng Wang Chengjun Yu Yang Cao Zheng-jun Zha 286 16 0 22 May 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention Hugues Thomas Yao-Hung Tsai Tim D. Barfoot Jian Zhang 3DPC 174 22 0 21 May 2024
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D Ali Bahri Moslem Yazdanpanah Mehrdad Noori Milad Cheraghalikhani G. A. V. Hakim David Osowiechi Farzad Beizaee Ismail Ben Ayed Christian Desrosiers 3DPC 320 3 0 20 May 2024