FlowNet: Learning Optical Flow with Convolutional Networks

26 April 2015

Alexey Dosovitskiy

Patrick van der Smagt

Daniel Cremers

Thomas Brox

3DPC

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Papers citing "FlowNet: Learning Optical Flow with Convolutional Networks"

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Title
Joint Learning of Instance and Semantic Segmentation for Robotic Pick-and-Place with Heavy Occlusions in Clutter Kentaro Wada K. Okada Masayuki Inaba VLM ISeg 22 27 0 21 Jan 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 27 81 0 20 Jan 2020
The benefits of synthetic data for action categorization Mohamad Ballout Mohammad Tuqan Daniel C. Asmar Elie A. Shammas George E. Sakr 14 6 0 20 Jan 2020
FPCR-Net: Feature Pyramidal Correlation and Residual Reconstruction for Optical Flow Estimation Xiaolin Song Yuyang Zhao Jingyu Yang Cuiling Lan Wenjun Zeng 19 5 0 17 Jan 2020
Convolutional Mean: A Simple Convolutional Neural Network for Illuminant Estimation H. Gong 3DV 19 8 0 14 Jan 2020
Natural Image Matting via Guided Contextual Attention Yaoyi Li Hongtao Lu 20 163 0 13 Jan 2020
AD-VO: Scale-Resilient Visual Odometry Using Attentive Disparity Map Joosung Lee Sangwon Hwang Kyungjae Lee Woojin Kim Junhyeop Lee Tae-Young Chung Sangyoun Lee 11 2 0 07 Jan 2020
Deep Video Super-Resolution using HR Optical Flow Estimation Longguang Wang Yulan Guo Li Liu Zaiping Lin Xinpu Deng W. An SupR 41 138 0 06 Jan 2020
First image then video: A two-stage network for spatiotemporal video denoising Ce Wang S. Kevin Zhou Zhi-Qi Cheng VGen 27 10 0 02 Jan 2020
Learning Selective Sensor Fusion for States Estimation Changhao Chen Stefano Rosa Chris Xiaoxuan Lu Bing Wang Niki Trigoni Andrew Markham 24 20 0 30 Dec 2019
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 43 513 0 27 Dec 2019
Combining Deep Learning and Verification for Precise Object Instance Detection Siddharth Ancha Junyu Nan David Held 23 3 0 27 Dec 2019
Efficient Video Semantic Segmentation with Labels Propagation and Refinement M. Paul Christoph Mayer Luc Van Gool Radu Timofte 24 36 0 26 Dec 2019
Improving Optical Flow on a Pyramid Level Markus Hofinger Samuel Rota Buló Lorenzo Porzi A. Knapitsch Thomas Pock Peter Kontschieder 27 2 0 23 Dec 2019
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification Bennet Breier A. Onken 32 4 0 20 Dec 2019
Instance-wise Depth and Motion Learning from Monocular Videos Seokju Lee Sunghoon Im Stephen Lin In So Kweon MDE VGen 30 9 0 19 Dec 2019
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization Felix Ott Tobias Feigl Christoffer Loeffler Christopher Mutschler 22 15 0 17 Dec 2019
APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection A. Braunegg Amartya Chakraborty Michael Krumdick Nicole Lape Sara Leary Keith Manville Elizabeth M. Merkhofer Laura Strickhart Matthew Walmer AAML 16 46 0 17 Dec 2019
GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences Prune Truong Martin Danelljan Radu Timofte 3DPC 23 183 0 11 Dec 2019
Training Deep SLAM on Single Frames Igor Slinko Anna Vorontsova D. Zhukov O. Barinova Anton Konushin 28 2 0 11 Dec 2019
Deep motion estimation for parallel inter-frame prediction in video compression A. Nortje H. Engelbrecht Herman Kamper 27 1 0 11 Dec 2019
Deep Direct Visual Odometry Chaoqiang Zhao Yang Tang Qiyu Sun A. Vasilakos 31 28 0 11 Dec 2019
Self-supervised Object Motion and Depth Estimation from Video Qi Dai Vaishakh Patil Simon Hecker Dengxin Dai Luc Van Gool Konrad Schindler MDE 25 43 0 09 Dec 2019
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 38 97 0 09 Dec 2019
Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation Hongwei Yi Zizhuang Wei Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DPC 3DV 27 107 0 06 Dec 2019
FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation Zirui Wang Shuda Li Henry Howard-Jenkins V. Prisacariu Min Chen 3DPC 33 91 0 03 Dec 2019
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow Mingyu Ding Zhe Wang Bolei Zhou Jianping Shi Zhiwu Lu Ping Luo 27 72 0 28 Nov 2019
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds Wenxuan Wu Zhiyuan Wang Zhuwen Li Wei Liu Fuxin Li 3DPC 17 78 0 27 Nov 2019
Multi-View Matching Network for 6D Pose Estimation D. M. Montserrat Jianhang Chen Qian Lin J. Allebach Edward J. Delp 3DV 3DPC 25 4 0 27 Nov 2019
Learning End-To-End Scene Flow by Distilling Single Tasks Knowledge Filippo Aleotti Matteo Poggi Fabio Tosi S. Mattoccia 21 40 0 22 Nov 2019
Computational Ceramicology Barak Itkin Lior Wolf Nachum Dershowitz 22 9 0 22 Nov 2019
Shift Convolution Network for Stereo Matching Jian Xie 3DV 14 0 0 20 Nov 2019
Solar Event Tracking with Deep Regression Networks: A Proof of Concept Evaluation Toqi Tahamid Sarker Juan M. Banda 16 1 0 19 Nov 2019
A Deep Learning Approach for Robust Corridor Following Vishnu Sashank Dorbala A. H. A. Hafez C. V. Jawahar 9 5 0 18 Nov 2019
Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation Renjiao Yi P. Tan Stephen Lin OCL 39 28 0 17 Nov 2019
ASV: Accelerated Stereo Vision System Yu Feng P. Whatmough Yuhao Zhu 27 34 0 15 Nov 2019
Learning Where to Focus for Efficient Video Object Detection Zhengkai Jiang Yu Liu Ceyuan Yang Jihao Liu Peng Gao Qian Zhang Shiming Xiang Chunhong Pan 16 1 0 13 Nov 2019
MERIT: Tensor Transform for Memory-Efficient Vision Processing on Parallel Architectures Yu-Sheng Lin Wei-Chao Chen Shao-Yi Chien 38 4 0 07 Nov 2019
Multivariate Uncertainty in Deep Learning Rebecca L. Russell Christopher P. Reale BDL UQCV 25 68 0 31 Oct 2019
Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder Hao Sun Jiadong Guo Edward J. Kim R. Brunner 19 2 0 30 Oct 2019
Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting A. Zammit‐Mangion C. Wikle 21 47 0 29 Oct 2019
Self-supervised learning of class embeddings from video Olivia Wiles A. Sophia Koepke Andrew Zisserman SSL 33 6 0 28 Oct 2019
SENSE: a Shared Encoder Network for Scene-flow Estimation Huaizu Jiang Deqing Sun Varun Jampani Zhaoyang Lv Erik Learned-Miller Jan Kautz 3DPC VOS 27 74 0 27 Oct 2019
BlenderProc Maximilian Denninger Martin Sundermeyer Dominik Winkelbauer Youssef Zidan Dmitry Olefir Mohamad Elbadrawy Ahsan Lodhi Harinandan Katam 3DH SSeg 11 142 0 25 Oct 2019
Learning Multi-Human Optical Flow Anurag Ranjan David T. Hoffmann Dimitrios Tzionas Siyu Tang Javier Romero Michael J. Black 3DH 19 43 0 24 Oct 2019
Handheld Mobile Photography in Very Low Light O. Liba K. Murthy Yun-Ta Tsai Tim Brooks Tianfan Xue ... Dillon Sharlet Ryan Geiss Samuel W. Hasinoff Yael Pritch M. Levoy 46 111 0 24 Oct 2019
Predictive Coding Networks Meet Action Recognition Xia Huang Hossein Mousavi Gemma Roig 21 1 0 22 Oct 2019
Attacking Optical Flow Anurag Ranjan J. Janai Andreas Geiger Michael J. Black AAML 3DPC 19 87 0 22 Oct 2019
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences Xingyu Liu Mengyuan Yan Jeannette Bohg 3DPC 19 191 0 21 Oct 2019
Moving Indoor: Unsupervised Video Depth Learning in Challenging Environments Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 32 63 0 20 Oct 2019