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"

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Title
SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow Yihan Wang Lahav Lipson Jia Deng 106 47 0 23 May 2024
Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields Tom Fischer Pascal Peter Joachim Weickert Eddy Ilg DiffM AI4CE 55 0 0 23 May 2024
Ghost-Stereo: GhostNet-based Cost Volume Enhancement and Aggregation for Stereo Matching Networks Xingguang Jiang Xiaofeng Bian Chenggang Guo 3DV 80 1 0 23 May 2024
Two Heads are Better Than One: Neural Networks Quantization with 2D Hilbert Curve-based Output Representation Mykhail M. Uss Ruslan Yermolenko Olena Kolodiazhna Oleksii Shashko Ivan Safonov Volodymyr Savin Yoonjae Yeo Seowon Ji Jaeyun Jeong MQ 60 0 0 22 May 2024
Cross-spectral Gated-RGB Stereo Depth Estimation Samuel Brucker Stefanie Walz Mario Bijelic Felix Heide MDE 49 3 0 21 May 2024
Rethink Predicting the Optical Flow with the Kinetics Perspective Yuhao Cheng Si-Jia Zhang Yiqiang Yan 91 0 0 21 May 2024
Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction Aryan Garg Raghav Mallampali Akshat Joshi Shrisudhan Govindarajan Kaushik Mitra 83 0 0 20 May 2024
Distill-then-prune: An Efficient Compression Framework for Real-time Stereo Matching Network on Edge Devices Baiyu Pan Jichao Jiao Jianxin Pang Jun Cheng 67 3 0 20 May 2024
RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods Xin Qiao Matteo Poggi Pengchao Deng Hao Wei Chenyang Ge S. Mattoccia 79 3 0 16 May 2024
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection Matthew Korban Peter Youngs Scott T. Acton ViT 75 7 0 13 May 2024
Unsupervised Skin Feature Tracking with Deep Neural Networks J. Chang Torbjörn E. M. Nordling 71 0 0 08 May 2024
Uncertainty Quantification Metrics for Deep Regression Simon Kristoffersson Lind Ziliang Xiong Per-Erik Forssén Volker Kruger UQCV 63 6 0 07 May 2024
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 111 8 0 25 Apr 2024
Attack on Scene Flow using Point Clouds Haniyeh Ehsani Oskouie M. Moin S. Kasaei 3DPC AAML 80 0 0 21 Apr 2024
Generalizable Novel-View Synthesis using a Stereo Camera Haechan Lee Wonjoon Jin Seung-Hwan Baek Sunghyun Cho 3DV 62 1 0 21 Apr 2024
InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior Zhiheng Liu Ouyang Hao Qiuyu Wang Ka Leong Cheng Jie Xiao Kai Zhu Nan Xue Yu Liu Yujun Shen Yang Cao DiffM 3DGS 105 23 0 17 Apr 2024
CMU-Flownet: Exploring Point Cloud Scene Flow Estimation in Occluded Scenario Jingze Chen Junfeng Yao Qiqin Lin Lei Li 3DPC 68 0 0 16 Apr 2024
SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint G. Pasparakis Daniel Panangian Mario Fuentes Reyes Ksenia Bittner 49 2 0 14 Apr 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective Yuguang Shi DiffM 74 0 0 13 Apr 2024
Let It Flow: Simultaneous Optimization of 3D Flow and Object Clustering Patrik Vacek David Hurych Tomáš Svoboda Karel Zimmermann 3DPC 82 3 0 12 Apr 2024
SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations J. Lin Jisoo Jeong Hong Cai Risheek Garrepalli Kai Wang Fatih Porikli 118 1 0 11 Apr 2024
Stereo-LiDAR Depth Estimation with Deformable Propagation and Learned Disparity-Depth Conversion Ang Li Anning Hu Wei Xi Wenxian Yu Danping Zou MDE 3DV 123 3 0 11 Apr 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 95 31 0 10 Apr 2024
Playing to Vision Foundation Model's Strengths in Stereo Matching Chuangwei Liu Qijun Chen Rui Fan 77 13 0 09 Apr 2024
MemFlow: Optical Flow Estimation and Prediction with Memory Qiaole Dong Yanwei Fu 103 21 0 07 Apr 2024
SpatialTracker: Tracking Any 2D Pixels in 3D Space Yuxi Xiao Qianqian Wang Shangzhan Zhang Nan Xue Sida Peng Yujun Shen Xiaowei Zhou 99 66 0 05 Apr 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 98 0 0 05 Apr 2024
Reusable Architecture Growth for Continual Stereo Matching Chenghao Zhang Gaofeng Meng Bin Fan Kun Tian Zhaoxiang Zhang Shiming Xiang Chunhong Pan 3DV 70 4 0 30 Mar 2024
SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising Runmin Zhang Zhuopu Yu Zehua Sheng Jiacheng Ying Sixi Cao Shu-Jie Chen Bailin Yang Junwei Li Hui-Liang Shen 76 4 0 30 Mar 2024
SceneTracker: Long-term Scene Flow Estimation Network Bo Wang Jian Li Yang Yu Li Liu Z. Sun Dewen Hu 144 4 0 29 Mar 2024
DVLO: Deep Visual-LiDAR Odometry with Local-to-Global Feature Fusion and Bi-Directional Structure Alignment Jiuming Liu Dong Zhuo Zhiheng Feng Siting Zhu Chensheng Peng Zhe Liu Hesheng Wang 91 14 0 27 Mar 2024
OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong Hong Cai Risheek Garrepalli J. Lin Munawar Hayat Fatih Porikli 82 7 0 26 Mar 2024
Self-Supervised Multi-Frame Neural Scene Flow Dongrui Liu Daqi Liu Xueqian Li Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Lei Chu 140 3 0 24 Mar 2024
Tri-Perspective View Decomposition for Geometry-Aware Depth Completion Zhiqiang Yan Yuankai Lin Kun Wang Yupeng Zheng Yufei Wang Zhenyu Zhang Jun Li Jian Yang 109 28 0 22 Mar 2024
ODTFormer: Efficient Obstacle Detection and Tracking with Stereo Cameras Based on Transformer Tianye Ding Hongyu Li Huaizu Jiang 55 0 0 21 Mar 2024
Neural Markov Random Field for Stereo Matching Tongfan Guan Chen Wang Yunchun Liu 3DV 70 26 0 17 Mar 2024
Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching Junpeng Jing Ye Mao K. Mikolajczyk 73 11 0 16 Mar 2024
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge Devices Zhiyong Zhang Huaizu Jiang H. Singh 79 6 0 15 Mar 2024
Computer User Interface Understanding. A New Dataset and a Learning Framework Andrés Munoz Daniel Borrajo 63 0 0 15 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 112 25 0 15 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 124 7 0 13 Mar 2024
Robust Synthetic-to-Real Transfer for Stereo Matching Jiawei Zhang Jiahe Li Lei Huang Xiaohan Yu Lin Gu Jin Zheng Xiao Bai OOD 79 11 0 12 Mar 2024
STARFlow: Spatial Temporal Feature Re-embedding with Attentive Learning for Real-world Scene Flow Zhiyang Lu Qinghan Chen Ming Cheng 3DPC 75 0 0 11 Mar 2024
Fast Kernel Scene Flow Xueqian Li Simon Lucey 66 0 0 09 Mar 2024
DiffSF: Diffusion Models for Scene Flow Estimation Yushan Zhang Bastian Wandt Maria Magnusson Michael Felsberg DiffM 119 1 0 08 Mar 2024
I Can't Believe It's Not Scene Flow! Ishan Khatri Kyle Vedder Neehar Peri Deva Ramanan James Hays 85 9 0 07 Mar 2024
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV Jaime Spencer Chris Russell Simon Hadfield Richard Bowden MDE 97 7 0 03 Mar 2024
Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching Xianqi Wang Gangwei Xu Hao Jia Xin Yang 89 50 0 01 Mar 2024
Trustworthy Self-Attention: Enabling the Network to Focus Only on the Most Relevant References Jing Yu Yujuan Tan Ao Ren Duo Liu 3DPC 91 0 0 01 Mar 2024
Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching Rui Gong Weide Liu Zaiwang Gu Xulei Yang Jun Cheng 3DV 119 9 0 29 Feb 2024