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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Road obstacles positional and dynamic features extraction combining object detection, stereo disparity maps and optical flow data Thiago Rateke A. V. Wangenheim 27 6 0 24 Jun 2020
Movement Tracking by Optical Flow Assisted Inertial Navigation Lassi Meronen William J. Wilkinson Arno Solin MDE 26 3 0 24 Jun 2020
Neural Non-Rigid Tracking Aljavz Bovzivc Pablo Rodríguez Palafox Michael Zollhöfer Angela Dai Justus Thies Matthias Nießner 3DH 3DV 32 61 0 23 Jun 2020
FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network Lingtong Kong Jie Yang 17 11 0 22 Jun 2020
ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching Rishav Rishav René Schuster Ramy Battrawy Oliver Wasenmüller D. Stricker 41 8 0 22 Jun 2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring Yao Rong Zeynep Akata Enkelejda Kasneci 19 30 0 20 Jun 2020
Consistency Guided Scene Flow Estimation Yuhua Chen Luc Van Gool Cordelia Schmid C. Sminchisescu TTA 33 7 0 19 Jun 2020
Video Semantic Segmentation with Distortion-Aware Feature Correction Jiafan Zhuang Zilei Wang Bingke Wang 43 43 0 18 Jun 2020
End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention A. Nguyen Dennis Kundrat G. Dagnino Wenqiang Chi Mohamed E. M. K. Abdelaziz Yao Guo Yingliang Ma Trevor M. Y. Kwok C. Riga Guang-Zhong Yang 32 31 0 16 Jun 2020
Plug-and-Play Anomaly Detection with Expectation Maximization Filtering Muhammad Umar Karim Khan Mishal Fatima C. Kyung 14 0 0 16 Jun 2020
A study of the effect of the illumination model on the generation of synthetic training datasets Xin Zhang Ning Jia I. Ivrissimtzis 3DV 19 4 0 15 Jun 2020
Anomalous Motion Detection on Highway Using Deep Learning Harpreet Singh Emily M. Hand Kostas Alexis 30 10 0 15 Jun 2020
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution Xianhang Cheng Zhenzhong Chen 47 129 0 15 Jun 2020
Combining the band-limited parameterization and Semi-Lagrangian Runge--Kutta integration for efficient PDE-constrained LDDMM Monica Hernandez 16 6 0 10 Jun 2020
What Matters in Unsupervised Optical Flow Rico Jonschkowski Austin Stone Jonathan T. Barron A. Gordon K. Konolige A. Angelova 3DPC 33 186 0 08 Jun 2020
End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera Zhenbo Song Jianfeng Lu Tong Zhang Hongdong Li 16 15 0 07 Jun 2020
Unsupervised Abnormality Detection Using Heterogeneous Autonomous Systems Sayeed Shafayet Chowdhury Kazi Mejbaul Islam Rouhan Noor 14 1 0 05 Jun 2020
milliEgo: Single-chip mmWave Radar Aided Egomotion Estimation via Deep Sensor Fusion Chris Xiaoxuan Lu Muhamad Risqi U. Saputra Peijun Zhao Yasin Almalioglu Pedro Porto Buarque de Gusmão Changhao Chen Ke Sun A. Trigoni Andrew Markham 43 4 0 03 Jun 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings Lasse Hansen M. Heinrich MedIm 33 9 0 27 May 2020
Master-Auxiliary: an efficient aggregation strategy for video anomaly detection Zhiguo Wang Yujin Zhang Guijin Wang 48 4 0 24 May 2020
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks Maxim Maximov Ismail Elezi Laura Leal-Taixé PICV GAN 70 168 0 19 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 37 14 0 15 May 2020
DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation Mohammad Rami Koujan A. Roussos Stefanos Zafeiriou 3DH CVBM 35 11 0 14 May 2020
Pose Proposal Critic: Robust Pose Refinement by Learning Reprojection Errors Lucas Brynte Fredrik Kahl 3DV 53 7 0 13 May 2020
Exploiting Inter-Frame Regional Correlation for Efficient Action Recognition Yuecong Xu Jianfei Yang K. Mao Jianxiong Yin Simon See 23 11 0 06 May 2020
Streaming Object Detection for 3-D Point Clouds Wei Han Zhengdong Zhang Benjamin Caine Brandon Yang Christoph Sprunk O. Alsharif Jiquan Ngiam Vijay Vasudevan Jonathon Shlens Zhiwen Chen 3DPC 32 26 0 04 May 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 31 330 0 30 Apr 2020
M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network Baichuan Huang Hongwei Yi Can Huang Yijia He Jingbin Liu Xiao-Chang Liu 3DPC 21 66 0 30 Apr 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 47 161 0 28 Apr 2020
DAN: A Deformation-Aware Network for Consecutive Biomedical Image Interpolation Zejin Wang Guoqing Li Xi Chen Hua Han MedIm 3DH 16 1 0 23 Apr 2020
OF-VO: Efficient Navigation among Pedestrians Using Commodity Sensors Jing Liang Yi-Ling Qiao Tianrui Guan Tianyi Zhou 29 13 0 23 Apr 2020
How Do Neural Networks Estimate Optical Flow? A Neuropsychology-Inspired Study D. D. Jong Federico Paredes-Valles Guido de Croon 57 8 0 20 Apr 2020
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition Zhengwei Wang Qi She Tejo Chalasani A. Smolic 3DPC SLR 27 15 0 20 Apr 2020
LSM: Learning Subspace Minimization for Low-level Vision Chengzhou Tang Lu Yuan P. Tan 28 14 0 20 Apr 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey Matteo Poggi Fabio Tosi Konstantinos Batsos Philippos Mordohai S. Mattoccia 3DV MDE 52 15 0 18 Apr 2020
Multi-Object Tracking with Siamese Track-RCNN Bing Shuai Andrew G. Berneshawi Davide Modolo Joseph Tighe VOT 33 31 0 16 Apr 2020
A Transductive Approach for Video Object Segmentation Yizhuo Zhang Zhirong Wu Houwen Peng Stephen Lin VOS 39 112 0 15 Apr 2020
Visual Descriptor Learning from Monocular Video Umashankar Deekshith Nishit Gajjar Max Schwarz Sven Behnke 16 5 0 15 Apr 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 49 56 0 14 Apr 2020
Stochastic batch size for adaptive regularization in deep network optimization Kensuke Nakamura Stefano Soatto Byung-Woo Hong ODL 32 6 0 14 Apr 2020
RealMonoDepth: Self-Supervised Monocular Depth Estimation for General Scenes Mertalp Ocal A. Mustafa SSL MDE 31 9 0 14 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 43 174 0 13 Apr 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 34 153 0 13 Apr 2020
A Pose Proposal and Refinement Network for Better Object Pose Estimation A. Trabelsi Mohamed Chaabane Nathaniel Blanchard Ross Beveridge 3DPC 26 1 0 11 Apr 2020
DMLO: Deep Matching LiDAR Odometry Zhichao Li Naiyan Wang 34 45 0 08 Apr 2020
Optical Flow Estimation in the Deep Learning Age Junhwa Hur Stefan Roth 20 33 0 06 Apr 2020
Deep Space-Time Video Upsampling Networks Jaeyeon Kang Younghyun Jo Seoung Wug Oh Peter Vajda Seon Joo Kim SupR 30 21 0 06 Apr 2020
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching Pengpeng Liu Irwin King Michael Lyu Jia Xu SSL 3DPC MDE 24 56 0 05 Apr 2020
Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning Wending Yan Aashish Sharma R. Tan 44 43 0 04 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 30 186 0 03 Apr 2020