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
Simulating CRF with CNN for CNN Lena Gorelick O. Veksler 21 0 0 06 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 28 639 0 06 May 2019
Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications Ming Lu Ming Cheng Yiling Xu Shiliang Pu Qiu Shen Zhan Ma 33 10 0 03 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 22 50 0 02 May 2019
Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy Kisuk Lee N. Turner T. Macrina Jingpeng Wu R. Lu H. S. Seung 27 52 0 29 Apr 2019
A Survey on Face Data Augmentation Xiang Wang Kai Wang Kai Wang CVBM 24 130 0 26 Apr 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 32 110 0 25 Apr 2019
Deep Iterative Reconstruction for Phase Retrieval Çaǧatay Işıl F. Oktem Aykut Koç 22 46 0 25 Apr 2019
A Conditional Adversarial Network for Scene Flow Estimation Ravi Kumar Thakur Snehasis Mukherjee GAN 3DPC 17 2 0 25 Apr 2019
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks Jaedeok Kim Chi-youn Park Hyungsik Jung Yoonsuck Choe 25 18 0 24 Apr 2019
Siamese Attentional Keypoint Network for High Performance Visual Tracking Peng Gao Ruyue Yuan Yipeng Ma Liyi Xiao Hamido Fujita Yan Zhang 18 101 0 23 Apr 2019
Metric Learning for Image Registration Marc Niethammer Roland Kwitt François-Xavier Vialard MedIm 30 77 0 21 Apr 2019
Video Object Segmentation and Tracking: A Survey Rui Yao Guosheng Lin Shixiong Xia Jiaqi Zhao Yong Zhou VOS 25 147 0 19 Apr 2019
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 30 312 0 19 Apr 2019
AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks Xianzhi Du Mostafa El-Khamy Jungwon Lee 3DPC 32 49 0 19 Apr 2019
EmbraceNet: A robust deep learning architecture for multimodal classification Jun-Ho Choi Jong-Seok Lee 29 123 0 19 Apr 2019
Deep Rigid Instance Scene Flow Wei-Chiu Ma Shenlong Wang Rui Hu Yuwen Xiong R. Urtasun 3DPC 44 112 0 18 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data Daniel Gehrig Antonio Loquercio Konstantinos G. Derpanis Davide Scaramuzza DRL AI4TS 42 329 0 17 Apr 2019
Self-Supervised Flow Estimation using Geometric Regularization with Applications to Camera Image and Grid Map Sequences Sascha Wirges Johannes Grater Qiuhao Zhang Christoph Stiller 22 4 0 17 Apr 2019
DistanceNet: Estimating Traveled Distance from Monocular Images using a Recurrent Convolutional Neural Network Robin Kreuzig M. Ochs Rudolf Mester 24 9 0 17 Apr 2019
Synthetic Neural Vision System Design for Motion Pattern Recognition in Dynamic Robot Scenes Qinbing Fu Cheng Hu Pengcheng Liu Shigang Yue 13 0 0 15 Apr 2019
Estimation of Linear Motion in Dense Crowd Videos using Langevin Model S. Behera D. P. Dogra M. Bandyopadhyay P. Roy 11 6 0 15 Apr 2019
An Empirical Evaluation Study on the Training of SDC Features for Dense Pixel Matching René Schuster Oliver Wasenmüller C. Unger D. Stricker 21 2 0 12 Apr 2019
PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation Rohan Saxena René Schuster Oliver Wasenmüller D. Stricker 3DPC 19 42 0 12 Apr 2019
Variational Information Distillation for Knowledge Transfer Sungsoo Ahn S. Hu Andreas C. Damianou Neil D. Lawrence Zhenwen Dai 58 610 0 11 Apr 2019
Learning Single Camera Depth Estimation using Dual-Pixels Rahul Garg Neal Wadhwa S. Ansari Jonathan T. Barron MDE 11 110 0 11 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 32 272 0 10 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 30 363 0 10 Apr 2019
Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes Yiran Zhong Pan Ji Jianyuan Wang Yuchao Dai Hongdong Li 30 63 0 08 Apr 2019
Deep Predictive Video Compression with Bi-directional Prediction Woonsung Park Munchurl Kim 38 7 0 05 Apr 2019
Siamese Encoding and Alignment by Multiscale Learning with Self-Supervision E. Mitchell Stefan Keselj S. Popovych Davit Buniatyan H. S. Seung 16 18 0 04 Apr 2019
Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry Fei Xue Xin Wang Shunkai Li Qiuyuan Wang Junqiu Wang H. Zha 21 99 0 03 Apr 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 27 174 0 03 Apr 2019
Evaluation of the Spatio-Temporal features and GAN for Micro-expression Recognition System Sze‐Teng Liong Y. Gan Danna Zheng Shu-Meng Lic Hao-Xuan Xua Han-Zhe Zhang R. Lyu Kun-hong Liu EGVM CVBM 27 47 0 03 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 29 16 0 02 Apr 2019
Dance with Flow: Two-in-One Stream Action Detection Jiaojiao Zhao Cees G. M. Snoek 28 83 0 01 Apr 2019
Training Object Detectors on Synthetic Images Containing Reflecting Materials Sebastian Hartwig Timo Ropinski 20 5 0 29 Mar 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 20 6 0 28 Mar 2019
Road User Detection in Videos Hughes Perreault Guillaume-Alexandre Bilodeau Nicolas Saunier P. Gravel VOT 16 9 0 28 Mar 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 44 47 0 27 Mar 2019
Dense Intrinsic Appearance Flow for Human Pose Transfer Yining Li Chen Huang Chen Change Loy 3DH 32 182 0 27 Mar 2019
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Amir Atapour-Abarghouei T. Breckon MDE 33 34 0 26 Mar 2019
Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Sen Wang Andrew Markham A. Trigoni SSL 19 44 0 25 Mar 2019
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information Dwarikanath Mahapatra Z. Ge MedIm GAN 28 19 0 25 Mar 2019
Progressive Sparse Local Attention for Video object detection Chaoxu Guo Bin Fan Jie Gu Qian Zhang Shiming Xiang V. Prinet Chunhong Pan 24 85 0 21 Mar 2019
A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning J. P. Bello Munchurl Kim MDE 14 6 0 20 Mar 2019
LookUP: Vision-Only Real-Time Precise Underground Localisation for Autonomous Mining Vehicles Fan Zeng A. Jacobson David Smith Nigel Boswell T. Peynot Michael Milford 14 12 0 20 Mar 2019
Corners for Layout: End-to-End Layout Recovery from 360 Images Clara Fernandez-Labrador José M. Fácil Alejandro Pérez-Yus C. Demonceaux Javier Civera Jose J. Guerrero 3DV 25 100 0 19 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xihuai Wang Allan Jabri Alexei A. Efros SSL 36 486 0 18 Mar 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 34 177 0 15 Mar 2019