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HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching

23 July 2020

Papers citing "HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching"

32 / 32 papers shown

Title
LeanStereo: A Leaner Backbone based Stereo Network Rafia Rahim Samuel Woerz A. Zell 3DV 163 0 0 24 Mar 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 171 0 0 24 Mar 2025
RGB-Phase Speckle: Cross-Scene Stereo 3D Reconstruction via Wrapped Pre-Normalization Kai Yang Zijian Bai Yang Xiao Xinyu Li Xiaohan Shi 159 0 0 08 Mar 2025
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching Gangwei Xu Xianqi Wang Zhaoxing Zhang Junda Cheng Chunyuan Liao Xin Yang 3DV 115 12 0 01 Sep 2024
LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation Xianda Guo Chenming Zhang Dujun Nie Wenzhao Zheng Youmin Zhang Long Chen Long Chen 64 7 0 28 Jun 2024
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching Ziyang Chen Wei Long He Yao Yongjun Zhang Bingshu Wang Yongbin Qin Jia Wu 3DV 62 30 0 10 Apr 2024
Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng Yiran Zhong Mehrtash Harandi Yuchao Dai Xiaojun Chang Tom Drummond Hongdong Li Zongyuan Ge 3DV 93 356 0 26 Oct 2020
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Zhe Wang Jianping Shi 74 69 0 09 Apr 2020
Hierarchical Deep Stereo Matching on High-resolution Images Gengshan Yang Joshua M. Manela Michael Happold Deva Ramanan 3DV 109 261 0 13 Dec 2019
DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch Shivam Duggal Shenlong Wang Wei-Chiu Ma Rui Hu R. Urtasun 3DV 57 257 0 12 Sep 2019
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching Feihu Zhang V. Prisacariu Ruigang Yang Philip Torr 3DV 54 686 0 13 Apr 2019
StereoDRNet: Dilated Residual Stereo Net Rohan Chabra Julian Straub Chris Sweeney Richard Newcombe Henry Fuchs MDE 3DPC 3DV 71 103 0 03 Apr 2019
Fast Deep Stereo with 2D Convolutional Processing of Cost Signatures K. Yee Ayan Chakrabarti 3DPC 3DV 55 33 0 08 Mar 2019
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection Xiao-yang Song Xu Zhao Liangji Fang Hanwen Hu 104 168 0 05 Mar 2019
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems Yinda Zhang S. Khamis Christoph Rhemann Julien P. C. Valentin Adarsh Kowdle V. Tankovich Michael Schoenberg Shahram Izadi Thomas Funkhouser S. Fanello 3DV 113 108 0 16 Jul 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 128 1,509 0 23 Mar 2018
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 267 2,448 0 07 Sep 2017
Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching Jiahao Pang Wenxiu Sun Jimmy S. J. Ren Chengxi Yang Qiong Yan 82 458 0 30 Aug 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 88 1,337 0 13 Mar 2017
A General and Adaptive Robust Loss Function Jonathan T. Barron OOD DRL 193 540 0 11 Jan 2017
Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning Amit Shaked Lior Wolf 3DV 147 199 0 31 Dec 2016
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling Spyros Gidaris N. Komodakis 67 145 0 14 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 259 3,081 0 06 Dec 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 115 1,220 0 03 Nov 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
Continuous 3D Label Stereo Matching using Local Expansion Moves Tatsunori Taniai Y. Matsushita Yoichi Sato T. Naemura 3DV 63 142 0 28 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Daniel Cremers Alexey Dosovitskiy Thomas Brox 3DPC 69 2,648 0 07 Dec 2015
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 150 1,388 0 20 Oct 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 92 1,436 0 14 Apr 2015
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 74 769 0 15 Sep 2014