Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction

25 November 2020

Papers citing "Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction"

35 / 35 papers shown

Title
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 489 40,721 0 22 Oct 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 331 12,966 0 26 May 2020
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network Baichuan Huang Hongwei Yi Can Huang Yijia He Jingbin Liu Xiao-Chang Liu 3DPC 40 67 0 30 Apr 2020
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Jiayu Yang Wei Mao J. Álvarez Miaomiao Liu 3DV 56 320 0 18 Dec 2019
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching Xiaodong Gu Zhiwen Fan Zuozhuo Dai Siyu Zhu Feitong Tan P. Tan 3DV 110 717 0 13 Dec 2019
Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation Hongwei Yi Zizhuang Wei Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DPC 3DV 56 108 0 06 Dec 2019
Deep Stereo using Adaptive Thin Volume Representation with Uncertainty Awareness Shuo Cheng Zexiang Xu Shilin Zhu Zhuwen Li Erran L. Li R. Ramamoorthi Hao Su 3DV 58 295 0 27 Nov 2019
BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks Yao Yao Zixin Luo Shiwei Li Jingyang Zhang Yufan Ren Lei Zhou Tian Fang Long Quan 3DV 104 468 0 22 Nov 2019
On the Relationship between Self-Attention and Convolutional Layers Jean-Baptiste Cordonnier Andreas Loukas Martin Jaggi 99 534 0 08 Nov 2019
MVS^2: Deep Unsupervised Multi-view Stereo with Multi-View Symmetry Yuchao Dai Zhidong Zhu Zhibo Rao Bo Li 3DV 38 80 0 30 Aug 2019
Point-Based Multi-View Stereo Network Rui Chen Songfang Han Jing Xu Hao Su 3DV 3DPC 97 339 0 12 Aug 2019
Stand-Alone Self-Attention in Vision Models Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 80 1,211 0 13 Jun 2019
RF-Net: An End-to-End Image Matching Network based on Receptive Field Xuelun Shen Cheng-Yu Wang Xin Li Zenglei Yu Jonathan Li Chenglu Wen Ming Cheng Zijian He 3DV 40 94 0 03 Jun 2019
Multi-Scale Geometric Consistency Guided Multi-View Stereo Qingshan Xu Wenbing Tao 3DV 46 228 0 17 Apr 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 113 562 0 10 Mar 2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 88 551 0 27 Feb 2019
Mesh-TensorFlow: Deep Learning for Supercomputers Noam M. Shazeer Youlong Cheng Niki Parmar Dustin Tran Ashish Vaswani ... HyoukJoong Lee O. Milenkovic C. Young Ryan Sepassi Blake Hechtman GNN MoE AI4CE 75 387 0 05 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,479 0 11 Oct 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures Sergey Bartunov Adam Santoro Blake A. Richards Luke Marris Geoffrey E. Hinton Timothy Lillicrap 82 243 0 12 Jul 2018
Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching S. Tulyakov A. Ivanov François Fleuret 3DV 96 126 0 05 Jun 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 107 1,216 0 07 Apr 2018
Self-Attention with Relative Position Representations Peter Shaw Jakob Uszkoreit Ashish Vaswani 146 2,283 0 06 Mar 2018
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 62 1,607 0 11 Oct 2017
Learning a Multi-View Stereo Machine Abhishek Kar Christian Häne Jitendra Malik 3DV 65 527 0 17 Aug 2017
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis Mengqi Ji Juergen Gall Haitian Zheng Yebin Liu Lu Fang 3DV 43 392 0 05 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 552 130,873 0 12 Jun 2017
Accurate Optical Flow via Direct Cost Volume Processing Jia Xu René Ranftl V. Koltun 98 240 0 24 Apr 2017
Learned Multi-Patch Similarity Wilfried Hartmann S. Galliani M. Havlena Luc Van Gool Konrad Schindler 3DV 65 106 0 26 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 83 1,331 0 13 Mar 2017
End-to-End Training of Hybrid CNN-CRF Models for Stereo Patrick Knöbelreiter Christian Reinbacher Alexander Shekhovtsov Thomas Pock 3DV 70 132 0 30 Nov 2016
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 134 1,385 0 20 Oct 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 113 2,606 0 24 Jun 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 300 10,047 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,820 0 22 Dec 2014
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 67 769 0 15 Sep 2014