Orientation-boosted Voxel Nets for 3D Object Recognition

12 April 2016

Nima Sedaghat

Mohammadreza Zolfaghari

Ehsan Amiri

Thomas Brox

3DPC

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Papers citing "Orientation-boosted Voxel Nets for 3D Object Recognition"

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Title
Steerable Transformers Soumyabrata Kundu Risi Kondor ViT LLMSV 30 1 0 24 May 2024
Meta Episodic learning with Dynamic Task Sampling for CLIP-based Point Cloud Classification S. Ghose Yang Wang 3DPC 33 0 0 01 Apr 2024
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 42 144 0 03 Oct 2022
$Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images$ Image to Icosahedral Projection for $\mathrm{SO}(3)$ Object Reasoning from Single-View Images David M. Klee Ondrej Biza Robert W. Platt Robin G. Walters 21 4 0 18 Jul 2022
A deep perceptual metric for 3D point clouds Maurice Quach A. Chetouani G. Valenzise Frederic Dufaux 3DPC 6 11 0 25 Feb 2021
Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition Le Hui Mingmei Cheng Jin Xie Jian Yang 3DPC 241 71 0 07 Jan 2021
ODFNet: Using orientation distribution functions to characterize 3D point clouds Y. Sahin Alican Mertan Gözde B. Ünal 3DPC 16 7 0 08 Dec 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 36 390 0 20 May 2020
A Survey on Deep Geometry Learning: From a Representation Perspective Yun-Peng Xiao Yu-Kun Lai Fang-Lue Zhang Chunpeng Li Lin Gao 3DH AI4TS 32 100 0 19 Feb 2020
Representation Learning on Unit Ball with 3D Roto-Translational Equivariance Sameera Ramasinghe Salman Khan Nick Barnes Stephen Gould 13 8 0 30 Nov 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Saeed Mian 3DPC 19 166 0 20 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat S. Raman 3DPC AI4TS 19 3 0 07 Sep 2019
Discrete Rotation Equivariance for Point Cloud Recognition Jiaxin Li Yingcai Bi Gim Hee Lee 3DPC 19 24 0 31 Mar 2019
Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression Maurice Quach G. Valenzise Frederic Dufaux 3DPC 14 156 0 20 Mar 2019
Octree guided CNN with Spherical Kernels for 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Saeed Mian 3DPC 17 141 0 28 Feb 2019
View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions Zhizhong Han Mingyang Shang Yu-Shen Liu Matthias Zwicker SSL 3DV GAN 19 135 0 07 Nov 2018
Generating 3D Adversarial Point Clouds Chong Xiang C. Qi Bo-wen Li 3DPC 12 286 0 19 Sep 2018
Occlusion Resistant Object Rotation Regression from Point Cloud Segments Ge Gao M. Lauri Jianwei Zhang Simone Frintrop 3DPC 13 24 0 16 Aug 2018
Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor D. Bobkov Sili Chen Ruiqing Jian M. Z. Iqbal Eckehard Steinbach 3DPC 14 20 0 05 Apr 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval Xinwei He Yang Zhou Zhichao Zhou S. Bai X. Bai 3DPC 19 329 0 16 Mar 2018
Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey Muzammal Naseer Salman H Khan Fatih Porikli 3DPC 3DV 13 100 0 09 Mar 2018
A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification T. Corcoran R. Zamora-Resendiz Xinlian Liu S. Crivelli 3DPC 3DV 13 16 0 07 Feb 2018
Polar Transformer Networks Carlos Esteves Christine Allen-Blanchette Xiaowei Zhou Kostas Daniilidis ViT 24 183 0 06 Sep 2017
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 171 1,940 0 24 Oct 2016
Generative and Discriminative Voxel Modeling with Convolutional Neural Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston 24 577 0 15 Aug 2016
Indoor Semantic Segmentation using depth information Camille Couprie C. Farabet Laurent Najman Yann LeCun SSeg MDE 78 473 0 16 Jan 2013