MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth

4 August 2022

Papers citing "MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth"

50 / 63 papers shown

Title
RoMeO: Robust Metric Visual Odometry JunDa Cheng Z. Cai Zhaoxing Zhang Wei Yin Matthias Müller Michael Paulitsch Xin Yang 129 0 0 16 Dec 2024
Learning Prior Feature and Attention Enhanced Image Inpainting Chenjie Cao Qiaole Dong Yanwei Fu DiffM 50 25 0 03 Aug 2022
MVSTER: Epipolar Transformer for Efficient Multi-View Stereo Xiaofen Wang Zheng Hua Zhu Fangbo Qin Yun Ye Guan Huang Xu Chi Yijia He Xingang Wang 77 81 0 15 Apr 2022
Any-resolution Training for High-resolution Image Synthesis Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 53 69 0 14 Apr 2022
Exploring Plain Vision Transformer Backbones for Object Detection Yanghao Li Hanzi Mao Ross B. Girshick Kaiming He ViT 82 806 0 30 Mar 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 77 282 0 30 Mar 2022
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding Qiaole Dong Chenjie Cao Yanwei Fu CLL 67 139 0 02 Mar 2022
Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation Rui Peng Rongjie Wang Zhenyu Wang Yawen Lai Ronggang Wang 3DV MDE 95 130 0 05 Jan 2022
Curvature-guided dynamic scale networks for Multi-view Stereo Khang Truong Giang Soohwan Song Sungho Jo 3DV 87 31 0 11 Dec 2021
IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo Fangjinhua Wang S. Galliani Christoph Vogel Marc Pollefeys 3DV 85 88 0 09 Dec 2021
Generalized Binary Search Network for Highly-Efficient Multi-View Stereo Zhenxing Mi Di Chang Dan Xu 3DV 78 59 0 04 Dec 2021
Multi-View Stereo with Transformer Jie Zhu Bo Peng Wanqing Li Haifeng Shen Zhe Zhang Jianjun Lei ViT 68 27 0 01 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 63 185 0 29 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 427 7,731 0 11 Nov 2021
PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility Jae Yong Lee Joseph DeGol Chuhang Zou Derek Hoiem 3DV MDE 64 29 0 19 Aug 2021
AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network Zizhuang Wei Qingtian Zhu Chen Min Yisong Chen Guoping Wang 3DV 129 144 0 09 Aug 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 242 2,812 0 15 Jun 2021
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao ViT 138 338 0 07 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 613 6,059 0 29 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 79 1,017 0 28 Apr 2021
MVS2D: Efficient Multi-view Stereo via Attention-Driven 2D Convolutions Zhenpei Yang Zhile Ren Qi Shan Qi-Xing Huang 3DV 75 51 0 27 Apr 2021
An Empirical Study of Training Self-Supervised Vision Transformers Xinlei Chen Saining Xie Kaiming He ViT 146 1,862 0 05 Apr 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 68 1,175 0 01 Apr 2021
COTR: Correspondence Transformer for Matching Across Images Wei Jiang Eduard Trulls J. Hosang Andrea Tagliasacchi K. M. Yi ViT 75 263 0 25 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 425 21,347 0 25 Mar 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 110 825 0 19 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 513 3,709 0 24 Feb 2021
Conditional Positional Encodings for Vision Transformers Xiangxiang Chu Zhi Tian Bo Zhang Xinlong Wang Chunhua Shen ViT 74 616 0 22 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 192 2,897 0 31 Dec 2020
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 127 1,614 0 17 Dec 2020
PatchmatchNet: Learned Multi-View Patchmatch Stereo Fangjinhua Wang S. Galliani Christoph Vogel Pablo Speciale Marc Pollefeys 3DV 57 319 0 02 Dec 2020
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 131 1,675 0 01 Dec 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 163 1,989 0 02 Nov 2020
BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo Christian Sormann Patrick Knöbelreiter Andreas Kuhn Mattia Rossi Thomas Pock Friedrich Fraundorfer 3DV 52 26 0 23 Oct 2020
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 559 40,961 0 22 Oct 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 106 152 0 21 Jul 2020
PVSNet: Pixelwise Visibility-Aware Multi-View Stereo Network Qingshan Xu Wenbing Tao 3DV 97 68 0 15 Jul 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 215 4,073 0 17 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 716 41,894 0 28 May 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 365 13,025 0 26 May 2020
GLU Variants Improve Transformer Noam M. Shazeer 120 996 0 12 Feb 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 244 348 0 22 Jan 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 64 108 0 06 Dec 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 104 471 0 22 Nov 2019
Multi-Scale Geometric Consistency Guided Multi-View Stereo Qingshan Xu Wenbing Tao 3DV 52 229 0 17 Apr 2019
Group-wise Correlation Stereo Network Xiaoyang Guo Kai Yang Wukui Yang Xiaogang Wang Hongsheng Li 3DV 115 563 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 97 551 0 27 Feb 2019