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"

50 / 147 papers shown

Title
EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting Lingting Zhu Zhao Wang Jiahao Cui Zhenchao Jin Guying Lin Lequan Yu 3DGS 35 27 0 21 Jan 2024
SCENES: Subpixel Correspondence Estimation With Epipolar Supervision Dominik A. Kloepfer João F. Henriques Dylan Campbell 3DPC 40 1 0 19 Jan 2024
Dense 3D Reconstruction Through Lidar: A Comparative Study on Ex-vivo Porcine Tissue Guido Caccianiga Julian Nubert Marco Hutter Katherine J. Kuchenbecker 34 1 0 19 Jan 2024
Global Occlusion-Aware Transformer for Robust Stereo Matching Zihua Liu Yizhou Li Masatoshi Okutomi ViT 29 9 0 22 Dec 2023
OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline Xianda Guo Chenming Zhang Juntao Lu Yiqi Wang Yiqun Duan Tian Yang Zheng Zhu Long Chen 3DV 38 16 0 01 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 30 6 0 29 Nov 2023
DeepMetricEye: Metric Depth Estimation in Periocular VR Imagery Yitong Sun Zijian Zhou Cyriel Diels Ali Asadipour MDE 28 0 0 13 Nov 2023
Win-Win: Training High-Resolution Vision Transformers from Two Windows Vincent Leroy Jérôme Revaud Thomas Lucas Philippe Weinzaepfel ViT 42 2 0 01 Oct 2023
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images Jiancheng Huang Donghao Zhou Shifeng Chen CVBM 42 2 0 29 Sep 2023
BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields Shreya Saha Sainan Liu Shan Lin Jingpei Lu Michael C. Yip Sainan Liu MedIm 38 4 0 27 Sep 2023
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation Zizhang Wu Zhuozheng Li Zhi-Gang Fan Yunzhe Wu Xiaoquan Wang Rui Tang Jian Pu 23 1 0 26 Sep 2023
Active Stereo Without Pattern Projector Luca Bartolomei Matteo Poggi Fabio Tosi Andrea Conti S. Mattoccia 3DV 35 9 0 21 Sep 2023
Learning Parallax for Stereo Event-based Motion Deblurring Mingyuan Lin Chi Zhang Chu He Lei Yu 3DV 29 1 0 18 Sep 2023
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework Ziyang Chen Laura Cruciani Ke Fan Matteo Fontana E. Lievore O. de Cobelli G. Musi G. Ferrigno Elena De Momi 39 7 0 14 Sep 2023
SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF) Ange Lou Yamin Li X. Yao Yike Zhang J. Noble MedIm 30 9 0 22 Aug 2023
Improving Depth Gradient Continuity in Transformers: A Comparative Study on Monocular Depth Estimation with CNN Jiawei Yao Tong Wu Xiaofeng Zhang ViT MDE 42 74 0 16 Aug 2023
Multi-scale Alternated Attention Transformer for Generalized Stereo Matching Wei Miao Hong Zhao Tom Tongjia Chen Wei Huang Changyan Xiao ViT 26 0 0 06 Aug 2023
ELFNet: Evidential Local-global Fusion for Stereo Matching Jieming Lou Weide Liu Zhu Chen Fayao Liu Jun Cheng 22 23 0 01 Aug 2023
Learning Depth Estimation for Transparent and Mirror Surfaces Alex Costanzino Pierluigi Zama Ramirez Matteo Poggi Fabio Tosi S. Mattoccia Luigi Di Stefano MDE 17 16 0 27 Jul 2023
EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos Ruyi Zha Xuelian Cheng Hongdong Li Mehrtash Harandi Zongyuan Ge MedIm 24 56 0 21 Jul 2023
Video Frame Interpolation with Stereo Event and Intensity Camera Chao Ding Mingyuan Lin Haijian Zhang Jian-zhuo Liu Lei Yu 35 2 0 17 Jul 2023
Two-View Geometry Scoring Without Correspondences Axel Barroso-Laguna Eric Brachmann V. Prisacariu Gabriel J. Brostow Daniyar Turmukhambetov 33 11 0 02 Jun 2023
Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues Chen Yang Kai Wang Yuehao Wang Xiaokang Yang Wei-Ming Shen 33 40 0 31 May 2023
HQDec: Self-Supervised Monocular Depth Estimation Based on a High-Quality Decoder Fei Wang Jun Cheng 48 2 0 30 May 2023
Gated Stereo: Joint Depth Estimation from Gated and Wide-Baseline Active Stereo Cues Stefanie Walz Mario Bijelic Andrea Ramazzina Amanpreet Walia Fahim Mannan Felix Heide MDE 38 7 0 22 May 2023
CostFormer:Cost Transformer for Cost Aggregation in Multi-view Stereo Weitao Chen Hongbin Xu Zhipeng Zhou Yang Liu Baigui Sun Wenxiong Kang Xuansong Xie ViT 19 11 0 17 May 2023
View Correspondence Network for Implicit Light Field Representation Süleyman Aslan Brandon Yushan Feng Amitabh Varshney 3DV 16 0 0 10 May 2023
DynamicStereo: Consistent Dynamic Depth from Stereo Videos Soumya R. Samineni Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht MDE 46 38 0 03 May 2023
CompletionFormer: Depth Completion with Convolutions and Vision Transformers Youming Zhang Xianda Guo Poggi Matteo Zheng Zhu Guan Huang S. Mattoccia MDE ViT 33 95 0 25 Apr 2023
Transformer-based stereo-aware 3D object detection from binocular images Hanqing Sun Yanwei Pang Jiale Cao J. Xie Xuelong Li ViT 40 2 0 24 Apr 2023
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 21 42 0 30 Mar 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng Zhuotao Tian Xiaoyang Wu Chenyao Wang Shu Liu Jingyong Su Jiaya Jia 53 73 0 26 Mar 2023
A Simple Baseline for Supervised Surround-view Depth Estimation Xianda Guo Wenjie Yuan Yunpeng Zhang Tian Yang Chenming Zhang Zhengbiao Zhu Long Chen MDE 44 3 0 14 Mar 2023
Iterative Geometry Encoding Volume for Stereo Matching Gangwei Xu Xianqi Wang Xiao-Hua Ding Xin Yang 3DV 24 182 0 12 Mar 2023
Fully Immersive Virtual Reality for Skull-base Surgery: Surgical Training and Beyond Adnan Munawar Zhaoshuo Li N. Nagururu Danielle R Trakimas Peter Kazanzides R. Taylor Francis X. Creighton 17 26 0 27 Feb 2023
UAVStereo: A Multiple Resolution Dataset for Stereo Matching in UAV Scenarios Xiaoyi Zhang Xuefeng Cao Anzhu Yu Wenshuai Yu Zhenqi Li Yujun Quan 3DV 19 8 0 20 Feb 2023
A Disparity Refinement Framework for Learning-based Stereo Matching Methods in Cross-domain Setting for Laparoscopic Images Zixin Yang R. Simon Cristian A. Linte 15 2 0 05 Feb 2023
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Shashank Agnihotri Steffen Jung M. Keuper AAML 37 21 0 04 Feb 2023
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment Armstrong Aboah Abdul Rashid Mussah Y. Adu-Gyamfi 30 4 0 23 Jan 2023
SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network D. Shim H. J. Kim ViT MDE 21 21 0 17 Jan 2023
CGI-Stereo: Accurate and Real-Time Stereo Matching via Context and Geometry Interaction Gangwei Xu Huan Zhou Xin Yang 3DV 32 26 0 07 Jan 2023
TAToo: Vision-based Joint Tracking of Anatomy and Tool for Skull-base Surgery Zhaoshuo Li Hongchao Shu Ruixing Liang Anna Goodridge M. Sahu Francis X. Creighton Russell H. Taylor Mathias Unberath 26 10 0 29 Dec 2022
$360$^\circ$ Stereo Image Composition with Depth Adaption$ 360 $^\circ$ Stereo Image Composition with Depth Adaption Kun Huang Fanglue Zhang Junhong Zhao Yiheng Li N. Dodgson MDE 50 2 0 20 Dec 2022
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation Loic Themyr Clément Rambour Nicolas Thome Toby Collins Alexandre Hostettler ViT 27 10 0 15 Dec 2022
Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints Hao Ding J. Wu Zhaoshuo Li Mathias Unberath CML 38 10 0 30 Nov 2022
Twin-S: A Digital Twin for Skull-base Surgery Hongchao Shu Ruixing Liang Zhaoshuo Li Anna Goodridge Xiangyu Zhang ... M. Sahu Francis X. Creighton Russell H. Taylor Adnan Munawar Mathias Unberath 17 0 0 21 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 36 193 0 10 Nov 2022
2T-UNET: A Two-Tower UNet with Depth Clues for Robust Stereo Depth Estimation Rohit Choudhary Mansi Sharma Rithvik Anil 3DV MDE 38 1 0 27 Oct 2022
Context-Enhanced Stereo Transformer Weiyu Guo Zhaoshuo Li Yongkui Yang Zihan Wang Russell H. Taylor Mathias Unberath Alan Yuille Yingwei Li 17 36 0 21 Oct 2022
Detaching and Boosting: Dual Engine for Scale-Invariant Self-Supervised Monocular Depth Estimation Peizhe Jiang Wei Yang Xiaoqing Ye Xiao Tan Meng Wu MDE 31 1 0 08 Oct 2022