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
Learned Gridification for Efficient Point Cloud Processing P. A. V. D. Linden David W. Romero Erik J. Bekkers 3DPC 33 2 0 22 Jul 2023
Point2Point : A Framework for Efficient Deep Learning on Hilbert sorted Point Clouds with applications in Spatio-Temporal Occupancy Prediction A. Pandhare 3DPC 3DH 16 0 0 28 Jun 2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures T. Besnier Sylvain Arguillere E. Pierson Mohamed Daoudi 3DH 29 8 0 27 Jun 2023
Topology Estimation of Simulated 4D Image Data by Combining Downscaling and Convolutional Neural Networks Khalil Mathieu Hannouch Stephan Chalup 21 3 0 26 Jun 2023
Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis T. Kuipers Erik J. Bekkers 24 5 0 24 Jun 2023
ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformers Ioannis Romanelis Vlassis Fotis Konstantinos Moustakas Adrian Munteanu ViT 3DPC 28 4 0 19 Jun 2023
LiDAR-Based Place Recognition For Autonomous Driving: A Survey Yongjun Zhang Pengcheng Shi Jiayuan Li 44 23 0 18 Jun 2023
Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings Binyang Song Chenyang Yuan Frank Permenter Nikos Arechiga Faez Ahmed DiffM SyDa AI4CE 34 15 0 26 May 2023
VTPNet for 3D deep learning on point cloud Wei Zhou Weiwei Jin Qian Wang Yifan Wang Dekui Wang Xingxing Hao Yong Yu 3DPC ViT 19 0 0 10 May 2023
Persistent Homology Meets Object Unity: Object Recognition in Clutter Ekta U. Samani A. Banerjee 43 5 0 05 May 2023
OctFormer: Octree-based Transformers for 3D Point Clouds Peng-Shuai Wang ViT 3DPC 34 82 0 04 May 2023
ViewFormer: View Set Attention for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Xudong Cai Deying Li 26 2 0 29 Apr 2023
Non-rigid Point Cloud Registration for Middle Ear Diagnostics with Endoscopic Optical Coherence Tomography Peng Liu Jonas Golde J. Morgenstern S. Bodenstedt Chenpan Li Yu-juan Hu Zhimin Chen E. Koch M. Neudert Stefanie Speidel 3DPC 24 3 0 26 Apr 2023
Variational Relational Point Completion Network for Robust 3D Classification Liang Pan Xinyi Chen Zhongang Cai Junzhe Zhang Haiyu Zhao Shuai Yi Ziwei Liu 3DPC 3DV 27 12 0 18 Apr 2023
PointCAT: Cross-Attention Transformer for point cloud Xincheng Yang Mingze Jin Weiji He Qian Chen 3DPC ViT 27 3 0 06 Apr 2023
A Closer Look at Few-Shot 3D Point Cloud Classification Chuangguan Ye Erik Cambria Bo Zhang Tao Chen 3DPC 29 15 0 31 Mar 2023
What Makes for Effective Few-shot Point Cloud Classification? Chuangguan Ye Erik Cambria Yongbin Liao Yang-ting Zhang Tao Chen Jiayuan Fan 3DPC 35 26 0 31 Mar 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 35 57 0 29 Mar 2023
Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis Xiuwei Xu Ziwei Wang Jie Zhou Jiwen Lu 3DPC MQ 37 6 0 27 Mar 2023
Instant Domain Augmentation for LiDAR Semantic Segmentation Kwonyoung Ryu Soonmin Hwang Jaesik Park 3DPC 30 19 0 25 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D Structure Colton Stearns Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas J. Guibas 3DPC 18 1 0 21 Mar 2023
EPiC: Ensemble of Partial Point Clouds for Robust Classification Meir Yossef Levi Guy Gilboa 3DPC 23 10 0 20 Mar 2023
StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields Kunhao Liu Fangneng Zhan Yiwen Chen Jiahui Zhang Yingchen Yu Abdulmotaleb El Saddik Shijian Lu Eric Xing 63 56 0 19 Mar 2023
Learning to Select Camera Views: Efficient Multiview Understanding at Few Glances Yunzhong Hou Stephen Gould Liang Zheng 22 1 0 10 Mar 2023
On Onboard LiDAR-based Flying Object Detection Matouvs Vrba V. Walter Václav Pritzl Michal Pliska Tomáš Báča Vojtech Spurný Daniel Heřt Martin Saska 25 15 0 09 Mar 2023
Learning Neural Volumetric Representations of Dynamic Humans in Minutes Chen Geng Sida Peng Zhenqi Xu Hujun Bao Xiaowei Zhou 3DH 30 66 0 23 Feb 2023
Frequency-domain Learning for Volumetric-based 3D Data Perception Zifan Yu Suya You Fengbo Ren 22 0 0 16 Feb 2023
Surface-biased Multi-Level Context 3D Object Detection Sultan Abu Ghazal Jean Lahoud Rao Anwer 3DPC 29 0 0 13 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 29 46 0 10 Feb 2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han 35 65 0 20 Jan 2023
Learning Continuous Mesh Representation with Spherical Implicit Surface Zhong Gao 3DH 32 4 0 11 Jan 2023
Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding Chengzhi Wu Julius Pfrommer Jürgen Beyerer Kangning Li B. Neubert 3DPC 21 2 0 11 Jan 2023
Generative-Contrastive Learning for Self-Supervised Latent Representations of 3D Shapes from Multi-Modal Euclidean Input Chengzhi Wu Julius Pfrommer Mingyuan Zhou Jürgen Beyerer SSL 33 5 0 11 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point Clouds Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 47 3 0 07 Jan 2023
Hierarchical Point Attention for Indoor 3D Object Detection Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 42 1 0 06 Jan 2023
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DPC 3DV 36 6 0 27 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis Qijian Zhang Junhui Hou Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 48 24 0 17 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 15 27 0 04 Dec 2022
Equivalence Between SE(3) Equivariant Networks via Steerable Kernels and Group Convolution A. Poulenard M. Ovsjanikov Leonidas J. Guibas 3DPC 32 2 0 29 Nov 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Stefan Stojanov Anh Thai Zixuan Huang James M. Rehg 41 1 0 28 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 22 3 0 22 Nov 2022
R2-MLP: Round-Roll MLP for Multi-View 3D Object Recognition Shuo Chen Tan Yu Ping Li 29 3 0 20 Nov 2022
PointResNet: Residual Network for 3D Point Cloud Segmentation and Classification Aadesh Desai Saagar Parikh S. Kumari Shanmuganathan Raman 3DPC 3DV 23 2 0 20 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 19 20 0 11 Nov 2022
Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds Zhuheng Lu Yuewei Dai Weiqing Li Zhiyong Su 3DPC 35 4 0 02 Nov 2022
3D Shape Knowledge Graph for Cross-domain 3D Shape Retrieval Rihao Chang Yongtao Ma Tong Hao Weizhi Nie 18 3 0 27 Oct 2022
Learning a Task-specific Descriptor for Robust Matching of 3D Point Clouds Zhiyuan Zhang Yuchao Dai Bin Fan Jiadai Sun Mingyi He 3DPC 48 7 0 26 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 37 55 0 23 Oct 2022
Keypoint Cascade Voting for Point Cloud Based 6DoF Pose Estimation Yangzheng Wu Alireza Javaheri Mohsen Zand Michael A. Greenspan 3DPC 30 8 0 14 Oct 2022
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image Zhaoxuan Zhang Xiaoguang Han B. Dong Tong Li Baocai Yin Xin Yang 3DPC 3DV 33 8 0 12 Oct 2022