End-to-End Learning of Geometry and Context for Deep Stereo Regression

13 March 2017

Alex Kendall

Papers citing "End-to-End Learning of Geometry and Context for Deep Stereo Regression"

27 / 27 papers shown

Title
A Wavelet-based Stereo Matching Framework for Solving Frequency Convergence Inconsistency Xiaobao Wei Jiawei Liu Dongbo Yang Junda Cheng Changyong Shu Wei Wang 3DV 63 0 0 23 May 2025
CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering Zhe Zhang Mingxiu Cai Haoran Wang Gaochang Wu Tianyou Chai Xiatian Zhu 99 0 0 02 May 2025
SC3EF: A Joint Self-Correlation and Cross-Correspondence Estimation Framework for Visible and Thermal Image Registration Xi Tong Xing Luo Jiangxin Yang Yanpeng Cao 98 0 0 17 Apr 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 175 0 0 24 Mar 2025
LeanStereo: A Leaner Backbone based Stereo Network Rafia Rahim Samuel Woerz A. Zell 3DV 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 162 0 0 08 Mar 2025
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer Ziyang Chen Yongjun Zhang Wenting Li Bingshu Wang Yabo Wu Yong Zhao C. L. P. Chen 229 0 0 02 Jan 2025
Helvipad: A Real-World Dataset for Omnidirectional Stereo Depth Estimation Mehdi Zayene Jannik Endres Albias Havolli Charles Corbière Salim Cherkaoui Alexandre Kontouli Alexandre Alahi MDE 251 1 0 27 Nov 2024
Robust and Flexible Omnidirectional Depth Estimation with Multiple 360-degree Cameras Ming Li Xueqian Jin Xuejiao Hu Jinghao Cao S. Du Yang Li MDE 139 0 0 23 Sep 2024
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching Gangwei Xu Xianqi Wang Zhaoxing Zhang Junda Cheng Chunyuan Liao Xin Yang 3DV 122 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 73 7 0 28 Jun 2024
Monocular Depth Estimation Based On Deep Learning: An Overview Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 208 255 0 14 Mar 2020
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,895 0 20 May 2016
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue Ravi Garg B. V. Kumar G. Carneiro Ian Reid 3DV MDE 121 1,530 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 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
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,821 0 02 Nov 2015
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 152 1,389 0 20 Oct 2015
DeepStereo: Learning to Predict New Views from the World's Imagery John Flynn Ivan Neulander James Philbin Noah Snavely 3DV 120 652 0 22 Jun 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 92 1,436 0 14 Apr 2015
Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields Fayao Liu Chunhua Shen Guosheng Lin Ian Reid MDE 172 1,198 0 26 Feb 2015
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 74 770 0 15 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 241 4,066 0 09 Jun 2014
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 314 7,317 0 20 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,904 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 291 26,223 0 11 Nov 2013