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
Envelope Imbalance Learning Algorithm based on Multilayer Fuzzy C-means Clustering and Minimum Interlayer discrepancy Fan Li Xiaoheng Zhang Pin Wang Yongming Li 16 1 0 02 Nov 2021
PatchFormer: An Efficient Point Transformer with Patch Attention Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 24 66 0 30 Oct 2021
MVT: Multi-view Vision Transformer for 3D Object Recognition Shuo Chen Tan Yu Ping Li ViT 37 43 0 25 Oct 2021
Accelerate 3D Object Processing via Spectral Layout Yongyu Wang 29 0 0 25 Oct 2021
Augmenting Imitation Experience via Equivariant Representations Dhruv Sharma Ali Kuwajerwala Florian Shkurti 19 2 0 14 Oct 2021
Point Cloud Augmentation with Weighted Local Transformations S. Kim S. Lee Dasol Hwang Jaewon Lee Seong Jae Hwang Hyunwoo J. Kim 3DPC 23 60 0 11 Oct 2021
3D Meta-Segmentation Neural Network Yu Hao Yi Fang 3DPC 19 2 0 08 Oct 2021
3D-MOV: Audio-Visual LSTM Autoencoder for 3D Reconstruction of Multiple Objects from Video Justin Wilson Ming-Chia Lin 24 1 0 05 Oct 2021
A new weakly supervised approach for ALS point cloud semantic segmentation Puzuo Wang W. Yao 3DPC 21 48 0 04 Oct 2021
A Novel Patch Convolutional Neural Network for View-based 3D Model Retrieval Zan Gao Yuxiang Shao Weili Guan Meng Liu Zhiyong Cheng Shengyong Chen 3DV 3DPC 24 10 0 25 Sep 2021
Multi-resolution deep learning pipeline for dense large scale point clouds T. Richard F. Dupont Guillaume Lavoué 3DPC 24 0 0 23 Sep 2021
Lifelong 3D Object Recognition and Grasp Synthesis Using Dual Memory Recurrent Self-Organization Networks K. Santhakumar Hamidreza Kasaei CLL 25 14 0 23 Sep 2021
GTT-Net: Learned Generalized Trajectory Triangulation Xiangyu Xu Enrique Dunn 3DV 13 3 0 08 Sep 2021
Occlusion-Invariant Rotation-Equivariant Semi-Supervised Depth Based Cross-View Gait Pose Estimation Xiao Gu Jianxin Yang Hanxiao Zhang Jianing Qiu Frank P.-W. Lo Yao Guo Guang-Zhong Yang Benny Lo 3DH 19 3 0 03 Sep 2021
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition Xinwei He Shuyang Cheng Dingkang Liang S. Bai Xi Wang Yingying Zhu 3DPC 33 1 0 03 Sep 2021
Learning Inner-Group Relations on Point Clouds Haoxi Ran Wei Zhuo Jing Liu Li Lu 3DPC 40 59 0 27 Aug 2021
Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 34 1 0 20 Aug 2021
3DIAS: 3D Shape Reconstruction with Implicit Algebraic Surfaces Mohsen Yavartanoo Jaeyoung Chung Reyhaneh Neshatavar Kyoung Mu Lee 3DV 34 15 0 19 Aug 2021
Adaptive Graph Convolution for Point Cloud Analysis Hao Zhou Yidan Feng Mingsheng Fang Mingqiang Wei J. Qin Tong Lu 3DPC 45 135 0 18 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 41 57 0 13 Aug 2021
PVT: Point-Voxel Transformer for Point Cloud Learning Cheng Zhang Haocheng Wan Xinyi Shen Zizhao Wu 3DPC ViT 36 81 0 13 Aug 2021
3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud Zheng Fang Sifan Zhou Yubo Cui Sebastian Scherer 3DPC 23 71 0 12 Aug 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 101 9 0 08 Aug 2021
WSDesc: Weakly Supervised 3D Local Descriptor Learning for Point Cloud Registration Lei Li Hongbo Fu M. Ovsjanikov 3DPC 16 21 0 05 Aug 2021
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation Yiming Li Tao Kong Ruihang Chu Yifeng Li Peng Wang Lei Li 24 50 0 05 Aug 2021
VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation Zeyu Hu Xuyang Bai Jiaxiang Shang Runze Zhang Jiayu Dong Xin Eric Wang Guangyuan Sun Hongbo Fu Chiew-Lan Tai 3DPC 29 6 0 29 Jul 2021
Surrogate Model-Based Explainability Methods for Point Cloud NNs Hanxiao Tan Helena Kotthaus 3DPC 31 26 0 28 Jul 2021
Multi Point-Voxel Convolution (MPVConv) for Deep Learning on Point Clouds Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 37 13 0 28 Jul 2021
Dynamic Convolution for 3D Point Cloud Instance Segmentation Tong He Chunhua Shen Anton Van Den Hengel 3DPC 27 13 0 18 Jul 2021
A Convolutional Neural Network Approach to the Classification of Engineering Models Bharadwaj Manda Pranjal Bhaskare Ramanathan Muthuganapathy 14 25 0 14 Jul 2021
ABD-Net: Attention Based Decomposition Network for 3D Point Cloud Decomposition Siddharth Katageri S. V. Kudari Akshaykumar Gunari R. Tabib U. Mudenagudi 3DPC 14 5 0 09 Jul 2021
Task-Aware Sampling Layer for Point-Wise Analysis Yiqun Lin Lichang Chen Haibin Huang Chongyang Ma Xiaoguang Han Shuguang Cui 3DPC 29 9 0 09 Jul 2021
Learning Stixel-based Instance Segmentation M. Santarossa Lukas Schneider Claudius Zelenka Lars Schmarje Reinhard Koch Uwe Franke ISeg 3DPC SSeg 33 0 0 07 Jul 2021
A convolutional neural network for teeth margin detection on 3-dimensional dental meshes Hu Chen Hong Li Bifu Hu Kenan Ma Yuchun Sun 3DV MedIm 14 1 0 07 Jul 2021
Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes Xiang Li Lingjing Wang Yi Fang 3DPC 11 0 0 07 Jul 2021
Learning without Forgetting for 3D Point Cloud Objects T. Chowdhury Mahira Jalisha A. Cheraghian Shafin Rahman 3DPC 37 9 0 27 Jun 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline Ankit Goyal Hei Law Bowei Liu Alejandro Newell Jia Deng 3DPC 47 229 0 09 Jun 2021
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds Monami Banerjee Rudrasis Chakraborty Jose J. Bouza B. Vemuri 36 11 0 05 Jun 2021
Simultaneous Multi-View Object Recognition and Grasping in Open-Ended Domains Hamidreza Kasaei Sha Luo Remo Sasso Mohammadreza Kasaei 22 12 0 03 Jun 2021
VA-GCN: A Vector Attention Graph Convolution Network for learning on Point Clouds Haotian Hu Fanyi Wang Huixiao Le 3DPC 31 2 0 01 Jun 2021
MeshCNN Fundamentals: Geometric Learning through a Reconstructable Representation Amir Barda Yotam Erel Amit H. Bermano 3DV 26 2 0 27 May 2021
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors Peng Yin Lingyun Xu Jianmin Ji Sebastian Scherer Howie Choset 19 3 0 27 May 2021
Act Like a Radiologist: Towards Reliable Multi-view Correspondence Reasoning for Mammogram Mass Detection Yuhang Liu Fandong Zhang Chaoqi Chen Siwen Wang Yizhou Wang Yizhou Yu MedIm 21 38 0 21 May 2021
Local Aggressive Adversarial Attacks on 3D Point Cloud Yiming Sun F. Chen Zhiyu Chen Mingjie Wang 3DPC AAML 29 16 0 19 May 2021
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis Tiange Xiang Chaoyi Zhang Yang Song Jianhui Yu Weidong (Tom) Cai 3DPC 151 283 0 04 May 2021
Multi Voxel-Point Neurons Convolution (MVPConv) for Fast and Accurate 3D Deep Learning Wei Zhou Xin Cao Xiaodan Zhang Xingxing Hao Dekui Wang Ying He 3DPC 30 1 0 30 Apr 2021
Dual Transformer for Point Cloud Analysis Xian-Feng Han Yi-Fei Jin Hui Cheng Guoqiang Xiao ViT 48 73 0 27 Apr 2021
3D Adversarial Attacks Beyond Point Cloud Jinlai Zhang Lyujie Chen Binbin Liu Bojun Ouyang Qizhi Xie Jihong Zhu Weiming Li Yanmei Meng 3DPC 27 38 0 25 Apr 2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis Ran Ben Izhak Alon Lahav A. Tal 3DV 29 10 0 23 Apr 2021
Improvement of Normal Estimation for PointClouds via Simplifying Surface Fitting Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 27 19 0 21 Apr 2021