Blending 3D Geometry and Machine Learning for Multi-View Stereopsis

6 May 2025

Papers citing "Blending 3D Geometry and Machine Learning for Multi-View Stereopsis"

29 / 29 papers shown

Title
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo Zhenxing Mi Di Chang Dan Xu 3DV 95 59 0 04 Dec 2021
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Yikang Ding Wentao Yuan Qingtian Zhu Haotian Zhang Xiangyue Liu Yuanjiang Wang Xiao Liu ViT 65 186 0 29 Nov 2021
Non-local Recurrent Regularization Networks for Multi-view Stereo Qingshan Xu Martin R. Oswald Wenbing Tao Marc Pollefeys Zhaopeng Cui 3DV 107 8 0 13 Oct 2021
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Zizhuang Wei Qingtian Zhu Chen Min Yisong Chen Guoping Wang 3DV 147 145 0 09 Aug 2021
Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction Anzhu Yu Wenyue Guo Bing Liu Xin Chen Xin Eric Wang Xuefeng Cao Bingchuan Jiang 3DV 78 64 0 25 Nov 2020
Visibility-aware Multi-view Stereo Network Jingyang Zhang Yao Yao Shiwei Li Zixin Luo Tian Fang 3DV 57 152 0 18 Aug 2020
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking Jianfeng Yan Zizhuang Wei Hongwei Yi Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DV 135 156 0 21 Jul 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 203 1,793 0 29 Jun 2020
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo Jiayu Yang Wei Mao J. Álvarez Miaomiao Liu 3DV 61 323 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 131 724 0 13 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 84 299 0 27 Nov 2019
Point-Based Multi-View Stereo Network Rui Chen Songfang Han Jing Xu Hao Su 3DV 3DPC 111 342 0 12 Aug 2019
Multi-Scale Geometric Consistency Guided Multi-View Stereo Qingshan Xu Wenbing Tao 3DV 64 232 0 17 Apr 2019
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching Feihu Zhang V. Prisacariu Ruigang Yang Philip Torr 3DV 54 687 0 13 Apr 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 126 568 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 100 554 0 27 Feb 2019
Deformable ConvNets v2: More Deformable, Better Results Xizhou Zhu Han Hu Stephen Lin Jifeng Dai ObjD 118 2,020 0 27 Nov 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 123 1,221 0 07 Apr 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 132 1,510 0 23 Mar 2018
Group Normalization Yuxin Wu Kaiming He 239 3,672 0 22 Mar 2018
SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis Mengqi Ji Juergen Gall Haitian Zheng Yebin Liu Lu Fang 3DV 43 396 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 792 132,454 0 12 Jun 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 93 1,338 0 13 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 488 22,143 0 09 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 802 36,892 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 307 5,536 0 23 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015