Volumetric and Multi-View CNNs for Object Classification on 3D Data

12 April 2016

Matthias Niessner

Papers citing "Volumetric and Multi-View CNNs for Object Classification on 3D Data"

50 / 580 papers shown

Title
APSNet: Attention Based Point Cloud Sampling Yang Ye Xiulong Yang Shihao Ji 3DPC 37 6 0 11 Oct 2022
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation Jonas Schult Francis Engelmann Alexander Hermans Or Litany Siyu Tang Bastian Leibe ISeg 50 167 0 06 Oct 2022
Point Cloud Recognition with Position-to-Structure Attention Transformers Zhenghu Ding James Hou Zhuowen Tu ViT 3DPC 38 1 0 05 Oct 2022
Shrinking unit: a Graph Convolution-Based Unit for CNN-like 3D Point Cloud Feature Extractors Alberto Tamajo B. Plass T. Klauer 3DPC 19 2 0 26 Sep 2022
Towards 3D VR-Sketch to 3D Shape Retrieval Ling Luo Yulia Gryaditskaya Yongxin Yang Tao Xiang Yi-Zhe Song 3DH 34 11 0 20 Sep 2022
Learning to Generate Realistic LiDAR Point Clouds Vlas Zyrianov Xiyue Zhu Shenlong Wang 3DPC DiffM 80 58 0 08 Sep 2022
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition Ruijie Hou Yanran Li Ningyu Zhang Yulin Zhou Xiaosong Yang Zhao Wang 25 10 0 07 Sep 2022
Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer Zhi-Chun Luo Changqing Zhou Liang Pan Gongjie Zhang Ti Liu Yueru Luo Haiyu Zhao Ziwei Liu Shijian Lu 3DPC 21 15 0 10 Aug 2022
Envelope imbalanced ensemble model with deep sample learning and local-global structure consistency Fan Li Xiaoheng Zhang Yongming Li Pin Wang 12 0 0 25 Jun 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds Mingqiang Wei Zeyong Wei Hao Zhou Fei-Jiang Hu Huajian Si ... Jingbo Qiu Xu Yan Yan Guo Jun Wang J. Qin 3DPC 44 39 0 09 Jun 2022
Depth-Adapted CNNs for RGB-D Semantic Segmentation Zongwei Wu Guillaume Allibert C. Stolz Chaoxiang Ma C. Demonceaux SSeg MDE 24 12 0 08 Jun 2022
Multi-View Active Fine-Grained Recognition Ruoyi Du Wenqing Yu Heqing Wang Dongliang Chang Ting-En Lin Yongbin Li Zhanyu Ma 37 3 0 02 Jun 2022
PREF: Phasorial Embedding Fields for Compact Neural Representations Binbin Huang Xinhao Yan Anpei Chen Shenghua Gao Jingyi Yu 38 14 0 26 May 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 41 157 0 11 May 2022
Neural 3D Scene Reconstruction with the Manhattan-world Assumption Haoyu Guo Sida Peng Haotong Lin Qianqian Wang Guofeng Zhang Hujun Bao Xiaowei Zhou 3DV 31 155 0 05 May 2022
Concept Activation Vectors for Generating User-Defined 3D Shapes Stefan Druc Aditya Balu Peter Wooldridge A. Krishnamurthy S. Sarkar 3DPC LLMSV 19 2 0 29 Apr 2022
DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation Liangdong Qiu Chongjie Ye P. Chen Yunbi Liu Xiaoguang Han Shuguang Cui ISeg 3DV 37 20 0 25 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 21 40 0 25 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 27 108 0 25 Apr 2022
TorchSparse: Efficient Point Cloud Inference Engine Haotian Tang Zhijian Liu Xiuyu Li Chengyue Wu Song Han 3DPC 19 98 0 21 Apr 2022
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation Yue Zhao Lingming Zhang Yang Liu Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao C. Lian Dinggang Shen 38 32 0 19 Apr 2022
MetaSets: Meta-Learning on Point Sets for Generalizable Representations Chao Huang Zhangjie Cao Yunbo Wang Jianmin Wang Mingsheng Long 3DPC 24 30 0 15 Apr 2022
Mutual Scene Synthesis for Mixed Reality Telepresence Mohammad Keshavarzi Michael Zollhoefer An Yang Patrick Peluse Luisa Caldas 15 11 0 01 Apr 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li Ziming Zhang Cuncong Zhong Guanghui Wang 3DPC 34 25 0 29 Mar 2022
Weakly-Supervised End-to-End CAD Retrieval to Scan Objects T. Beyer Angela Dai 3DPC 31 4 0 24 Mar 2022
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces Jianqi Zhong Kaichen Zhou Qingyong Hu Bing Wang Niki Trigoni Andrew Markham 3DPC 31 21 0 21 Mar 2022
TensoRF: Tensorial Radiance Fields Anpei Chen Zexiang Xu Andreas Geiger Jingyi Yu Hao Su 43 1,252 0 17 Mar 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 35 103 0 10 Mar 2022
Pointillism: Accurate 3D bounding box estimation with multi-radars Kshitiz Bansal Keshav Rungta Siyuan Zhu Dinesh Bharadia 24 62 0 08 Mar 2022
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Dening Lu Qian Xie Linlin Xu Jonathan Li 3DV 21 68 0 02 Mar 2022
RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 47 49 0 26 Feb 2022
PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling Xingye Chen Yiqi Wu Wenjie Xu Jin Li Huaiyi Dong Yilin Chen 3DPC 23 11 0 21 Feb 2022
LIDAR data based Segmentation and Localization using Open Street Maps for Rural Roads Stephen Ninan Sivakumar Rathinam 8 2 0 14 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions Jiawei Ren Liang Pan Ziwei Liu 3DPC 25 80 0 07 Feb 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 47 563 0 21 Jan 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes Rahul Sajnani A. Poulenard Jivitesh Jain Radhika Dua Leonidas J. Guibas Srinath Sridhar 3DPC 27 34 0 19 Jan 2022
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 28 6 0 21 Dec 2021
Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network An Tao Yueqi Duan He Wang Ziyi Wu Pengliang Ji Haowen Sun Jie Zhou Jiwen Lu 40 1 0 17 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis Shuyang Cheng Xiwu Chen Xinwei He Zhe Liu X. Bai 3DPC 34 135 0 09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 21 32 0 09 Dec 2021
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans Marius Memmel Christoph Reich Nicolas Wagner Faraz Saeedan 43 1 0 07 Dec 2021
Class-agnostic Reconstruction of Dynamic Objects from Videos Zhongzheng Ren Xiaoming Zhao Alex Schwing 11 9 0 03 Dec 2021
CloudWalker: Random walks for 3D point cloud shape analysis Adi Mesika Yizhak Ben-Shabat A. Tal 3DPC 27 9 0 02 Dec 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 34 20 0 30 Nov 2021
PAPooling: Graph-based Position Adaptive Aggregation of Local Geometry in Point Clouds Jie Wang Jianan Li Lihe Ding Ying Wang Tingfa Xu 3DPC 33 4 0 28 Nov 2021
Point Cloud Color Constancy Xiaoyan Xing Yanlin Qian Sibo Feng Yuhan Dong Jirí Matas 3DV 3DPC 27 3 0 22 Nov 2021
DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion Renrui Zhang Ziyao Zeng Ziyu Guo Xing Gao Kexue Fu Jianbo Shi 3DPC 24 26 0 19 Nov 2021
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation Jiajing Chen Burak Kakillioglu Senem Velipasalar 3DPC 34 36 0 14 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds Le Hui Lingpeng Wang Mingmei Cheng Jin Xie Jian Yang 3DPC 24 80 0 08 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 69 114 0 07 Nov 2021