A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation

7 December 2015

Alexey Dosovitskiy

Thomas Brox

3DPC

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Papers citing "A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation"

33 / 33 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 57 0 0 23 May 2025
3D Visual Illusion Depth Estimation Chengtang Yao Zhidan Liu Jiaxi Zeng Lidong Yu Yuwei Wu Yunde Jia MDE 98 0 0 19 May 2025
DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion Qitao Zhao Amy Lin Jeff Tan Jason Y. Zhang Deva Ramanan Shubham Tulsiani VGen 137 0 0 08 May 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 167 0 0 24 Mar 2025
LeanStereo: A Leaner Backbone based Stereo Network Rafia Rahim Samuel Woerz A. Zell 3DV 150 0 0 24 Mar 2025
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 108 0 0 15 Mar 2025
MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation Juntian Du Yuan Sun Zhihu Zhou Pinyi Chen Runzhe Zhang Keji Mao Mamba 78 1 0 10 Mar 2025
RGB-Phase Speckle: Cross-Scene Stereo 3D Reconstruction via Wrapped Pre-Normalization Kai Yang Zijian Bai Yang Xiao Xinyu Li Xiaohan Shi 147 0 0 08 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 233 0 0 05 Mar 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 213 17 0 17 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation R. Yasarla Manish Kumar Singh Hong Cai Yunxiao Shi Jisoo Jeong Yinhao Zhu Shizhong Han Risheek Garrepalli Fatih Porikli MDE 188 8 0 17 Jan 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 209 0 0 02 Jan 2025
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 164 1 0 17 Dec 2024
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 227 1 0 27 Nov 2024
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events Yijin Li Yichen Shen Zhaoyang Huang Shuo Chen Weikang Bian ... Keqiang Sun Hujun Bao Zhaopeng Cui Guofeng Zhang Hongsheng Li 3DPC 87 5 0 27 Oct 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 121 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 100 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 59 7 0 28 Jun 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 83 1 0 09 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 49 30 0 10 Apr 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 61 0 0 05 Apr 2024
SceneTracker: Long-term Scene Flow Estimation Network Bo Wang Jian Li Yang Yu Li Liu Z. Sun Dewen Hu 90 4 0 29 Mar 2024
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume Gangwei Xu Shujun Chen Hao Jia Miaojie Feng Xin Yang 73 5 0 06 Dec 2023
Event-based Continuous Color Video Decompression from Single Frames ZiYun Wang Friedhelm Hamann Kenneth Chaney Wen Jiang Martin Braschler Kostas Daniilidis 108 5 0 30 Nov 2023
WAIT: Feature Warping for Animation to Illustration video Translation using GANs Samet Hicsonmez Nermin Samet Fidan Samet Oguz Bakir Emre Akbas Pinar Duygulu DiffM VGen 102 1 0 07 Oct 2023
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes Juan Luis Gonzalez Munchurl Kim 178 87 0 09 Aug 2020
Monocular Depth Estimation Based On Deep Learning: An Overview Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 199 254 0 14 Mar 2020
On the Benefit of Adversarial Training for Monocular Depth Estimation R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink GAN MDE 120 29 0 29 Oct 2019
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences Xingyu Liu Mengyuan Yan Jeannette Bohg 3DPC 55 193 0 21 Oct 2019
Learning Motion Patterns in Videos P. Tokmakov Alahari Karteek Cordelia Schmid VOS 88 267 0 21 Dec 2016
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches Jure Zbontar Yann LeCun 3DV 137 1,387 0 20 Oct 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 308 4,177 0 26 Apr 2015
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 230 4,056 0 09 Jun 2014