Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers

5 November 2020

Papers citing "Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers"

47 / 147 papers shown

Title
Learning Reconstructability for Drone Aerial Path Planning Yilin Liu Liqiang Lin Yue Hu Ke Xie Chi-Wing Fu Hao Zhang Hui Huang 35 19 0 21 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 30 6 0 03 Sep 2022
Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Andrei Ambrus G. Shakhnarovich Matthew R. Walter Adrien Gaidon 3DV MDE 32 15 0 28 Jul 2022
Deep Laparoscopic Stereo Matching with Transformers Xuelian Cheng Yiran Zhong Mehrtash Harandi Tom Drummond Zhiyong Wang Zongyuan Ge ViT MedIm 41 14 0 25 Jul 2022
MeshMAE: Masked Autoencoders for 3D Mesh Data Analysis Yaqian Liang Shanshan Zhao Baosheng Yu Jing Zhang Fazhi He ViT 31 37 0 20 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction Li Zhang Jiachen Lu Sixiao Zheng Xinxuan Zhao Xiatian Zhu Yanwei Fu Tao Xiang Jianfeng Feng Philip H. S. Torr ViT 27 7 0 19 Jul 2022
CRFormer: A Cross-Region Transformer for Shadow Removal J. Wan Hui Yin Zhenyao Wu Xinyi Wu Zhihao Liu Song Wang ViT 42 15 0 04 Jul 2022
Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery Yuehao Wang Yonghao Long Siu Hin Fan Qingxu Dou MedIm 36 124 0 30 Jun 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 26 1 0 21 Jun 2022
BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection Yinhao Li Zheng Ge Guanyi Yu Jinrong Yang Zengran Wang Yukang Shi Jian‐Yuan Sun Zeming Li MDE 32 593 0 21 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention Jian-Qing Zheng Ziyang Wang Baoru Huang N. Lim T. Vincent B. Papież MedIm 57 9 0 04 Jun 2022
WT-MVSNet: Window-based Transformers for Multi-view Stereo Jinli Liao Yikang Ding Yoli Shavit Dihe Huang Shihao Ren Jia Guo Wensen Feng Kai Zhang ViT 11 29 0 28 May 2022
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 42 63 0 17 May 2022
Depth Estimation with Simplified Transformer John Yang Le An Anurag Dixit Jinkyu Koo Su Inn Park MDE 41 21 0 28 Apr 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Andrei Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 17 84 0 15 Apr 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 26 79 0 15 Apr 2022
A novel stereo matching pipeline with robustness and unfixed disparity search range Jiazhi Liu Feng Liu 3DV 11 0 0 11 Apr 2022
SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation Yi Wei Linqing Zhao Wenzhao Zheng Zheng Hua Zhu Yongming Rao Guan Huang Jiwen Lu Jie Zhou MDE 40 67 0 07 Apr 2022
GraftNet: Towards Domain Generalized Stereo Matching with a Broad-Spectrum and Task-Oriented Feature Biyang Liu Huimin Yu Guodong Qi 49 47 0 01 Apr 2022
Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation Jiankun Li Peisen Wang Pengfei Xiong Tao Cai Zi-Ping Yan Lei Yang Jiangyu Liu Haoqiang Fan Shuaicheng Liu 3DV 19 242 0 22 Mar 2022
Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective Jiawei Zhang Xiang Wang Xiao Bai Chen Wang Lei Huang Yimin Chen Lin Gu Jun Zhou Tatsuya Harada Edwin R. Hancock 24 56 0 21 Mar 2022
Co-visual pattern augmented generative transformer learning for automobile geo-localization Jian-wen Zhao Qiang Zhai Pengbo Zhao Rui Huang Hong Cheng ViT 26 9 0 17 Mar 2022
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data Hao Ding Jintan Zhang Peter Kazanzides J. Wu Mathias Unberath 32 18 0 15 Mar 2022
Residual Aligner Network Jian-Qing Zheng Ziyang Wang Baoru Huang Ngee Han Lim Bartłomiej W. Papież MedIm 38 11 0 07 Mar 2022
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation Peng Li Jiayin Zhao Jingyao Wu Chao Deng Haoqian Wang Tao Yu 26 19 0 04 Mar 2022
3D endoscopic depth estimation using 3D surface-aware constraints Shang Zhao Ce Wang Qiyuan Wang Y. Liu S. Kevin Zhou 26 1 0 04 Mar 2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani ViT MDE 36 49 0 07 Feb 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 169 156 0 08 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 36 53 0 03 Jan 2022
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation Zhitong Xiong Wei Huang Jingtao Hu Xiao Xiang Zhu 27 20 0 30 Dec 2021
SPViT: Enabling Faster Vision Transformers via Soft Token Pruning Zhenglun Kong Peiyan Dong Xiaolong Ma Xin Meng Mengshu Sun ... Geng Yuan Bin Ren Minghai Qin Hao Tang Yanzhi Wang ViT 34 144 0 27 Dec 2021
Input-level Inductive Biases for 3D Reconstruction Yifan Wang Carl Doersch Relja Arandjelović João Carreira Andrew Zisserman 3DV 45 24 0 06 Dec 2021
Multi-View Stereo with Transformer Jie Zhu Bo Peng Wanqing Li Haifeng Shen Zhe Zhang Jianjun Lei ViT 34 27 0 01 Dec 2021
PlantStereo: A Stereo Matching Benchmark for Plant Surface Dense Reconstruction Qingyun Wang Baojian Ma Wei Liu Ming Lou Mingchuan Zhou Huanyu Jiang Y. Ying 3DV 11 0 0 30 Nov 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 29 180 0 29 Nov 2021
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 53 342 0 26 Nov 2021
Monocular Road Planar Parallax Estimation Haobo Yuan Teng Chen Wei Sui Jiafeng Xie Lefei Zhang Yuan Li Qian Zhang 10 4 0 22 Nov 2021
Temporally Consistent Online Depth Estimation in Dynamic Scenes Zhaoshuo Li W. Ye Dilin Wang Francis X. Creighton Russell H. Taylor Ganesh Venkatesh Mathias Unberath 40 26 0 17 Nov 2021
Virtual Reality for Synergistic Surgical Training and Data Generation Adnan Munawar Zhaoshuo Li Punit Kunjam N. Nagururu Andy S Ding Peter Kazanzides T. Looi Francis X. Creighton Russell H. Taylor Mathias Unberath MedIm 18 21 0 15 Nov 2021
Stereo Dense Scene Reconstruction and Accurate Localization for Learning-Based Navigation of Laparoscope in Minimally Invasive Surgery Ruofeng Wei Bin Li Hangjie Mo Bo Lu Yonghao Long Bohan Yang Qi Dou Yunhui Liu Dong Sun 3DV 26 25 0 08 Oct 2021
Boundary-aware Transformers for Skin Lesion Segmentation Jiacheng Wang Lan Wei Liansheng Wang Qichao Zhou Lei Zhu Jing Qin ViT MedIm 80 129 0 08 Oct 2021
On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation Zhaoshuo Li Nathan G. Drenkow Hao Ding Andy S Ding A. Lu Francis X. Creighton Russell H. Taylor Mathias Unberath MDE 36 8 0 13 Sep 2021
Boosting Few-shot Semantic Segmentation with Transformers Guolei Sun Yun-Hai Liu Christos Sakaridis Luc Van Gool ViT 32 9 0 04 Aug 2021
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-based Stereoscopic Depth Perception Yonghao Long Zhaoshuo Li C. Yee Chi-Fai Ng Russell H. Taylor Mathias Unberath Qi Dou MedIm 21 60 0 01 Jul 2021
LoFTR: Detector-Free Local Feature Matching with Transformers Jiaming Sun Zehong Shen Yuang Wang Hujun Bao Xiaowei Zhou ViT 36 1,145 0 01 Apr 2021
Stereo Correspondence and Reconstruction of Endoscopic Data Challenge M. Allan J. Mcleod Congcong Wang Jean-Claude Rosenthal Zheng Hu ... Dimitris Psychogyios M. Azizian Danail Stoyanov Lena Maier-Hein Stefanie Speidel 3DV 61 135 0 04 Jan 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 42 2,848 0 31 Dec 2020