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
M4Depth: Monocular depth estimation for autonomous vehicles in unseen environments Michaël Fonder D. Ernst Marc Van Droogenbroeck MDE 19 13 0 20 May 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach Ryota Yoshihashi Rei Kawakami Shaodi You T. Trinh M. Iida T. Naemura ObjD VOT 29 3 0 18 May 2021
EA-Net: Edge-Aware Network for Flow-based Video Frame Interpolation Bin Zhao Xuelong Li 46 10 0 17 May 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 45 82 0 14 May 2021
FDAN: Flow-guided Deformable Alignment Network for Video Super-Resolution Jiayi Lin Yan Huang Liang Wang 21 35 0 12 May 2021
Visual Perspective Taking for Opponent Behavior Modeling Boyuan Chen Yuhang Hu Robert Kwiatkowski Shuran Song Hod Lipson 21 11 0 11 May 2021
ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer Roland Kwitt François-Xavier Vialard Marc Niethammer 19 24 0 10 May 2021
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation Bing Li Cheng Zheng Silvio Giancola Guohao Li ViT 3DPC 32 44 0 10 May 2021
Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow Hongyong Wang Xinjian Zhang Su Yang Weishan Zhang 3DH 36 7 0 10 May 2021
Temporal-Spatial Feature Pyramid for Video Saliency Detection Qinyao Chang Shiping Zhu 41 27 0 10 May 2021
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting Bi Yan Chao Yang F. Chen Kohei Takeda Changjun Wang 29 13 0 06 May 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang Yizhou Zhou Chong Luo Wenxuan Xie Wenjun Zeng Zhiwei Xiong SSL 37 24 0 06 May 2021
4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface Yang Li Hikari Takehara Takafumi Taketomi Bo Zheng Matthias Nießner 25 110 0 05 May 2021
Self-Supervised Approach for Facial Movement Based Optical Flow Muhannad Alkaddour Usman Tariq Abhinav Dhall CVBM 29 6 0 04 May 2021
Prediction of clinical tremor severity using Rank Consistent Ordinal Regression Li Zhang V. Yadav V. Koesmahargyo A. Abbas I. Galatzer-Levy 18 0 0 03 May 2021
Anomaly Detection with Prototype-Guided Discriminative Latent Embeddings Yuandu Lai Yahong Han Yaowei Wang DRL 11 12 0 30 Apr 2021
AutoFlow: Learning a Better Training Set for Optical Flow Deqing Sun Daniel Vlasic Charles Herrmann Varun Jampani Michael Krainin Huiwen Chang Ramin Zabih William T. Freeman Ce Liu 3DPC 37 115 0 29 Apr 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 44 265 0 29 Apr 2021
High-Resolution Optical Flow from 1D Attention and Correlation Haofei Xu Jiaolong Yang Jianfei Cai Juyong Zhang Xin Tong 81 77 0 28 Apr 2021
Extreme Rotation Estimation using Dense Correlation Volumes Ruojin Cai Bharath Hariharan Noah Snavely Hadar Averbuch-Elor 45 42 0 28 Apr 2021
VCGAN: Video Colorization with Hybrid Generative Adversarial Network Yuzhi Zhao L. Po Weikang Yu Yasar Abbas Ur Rehman Mengyang Liu Yujia Zhang Weifeng Ou 27 26 0 26 Apr 2021
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution Gang Xu Jun Xu Zhen Li Liang Wang Xing Sun Ming-Ming Cheng SupR 65 92 0 21 Apr 2021
MGSampler: An Explainable Sampling Strategy for Video Action Recognition Yuan Zhi Zhan Tong Limin Wang Gangshan Wu TTA 19 72 0 20 Apr 2021
Comparing Correspondences: Video Prediction with Correspondence-wise Losses Daniel Geng Max Hamilton Andrew Owens 3DH 32 16 0 19 Apr 2021
Motion Vector Extrapolation for Video Object Detection J. True N. Khan 28 4 0 18 Apr 2021
OmniFlow: Human Omnidirectional Optical Flow Roman Seidel André Apitzsch G. Hirtz 3DH 15 10 0 16 Apr 2021
Graph-based Thermal-Inertial SLAM with Probabilistic Neural Networks Muhamad Risqi U. Saputra Chris Xiaoxuan Lu Pedro Porto Buarque de Gusmão Bing Wang Andrew Markham Niki Trigoni 39 32 0 15 Apr 2021
VOLDOR-SLAM: For the Times When Feature-Based or Direct Methods Are Not Good Enough Zhixiang Min Enrique Dunn 21 19 0 14 Apr 2021
VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals Zhixiang Min Yiding Yang Enrique Dunn 37 36 0 14 Apr 2021
Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents Hak Gu Kim Sangmin Lee Seong-Tae Kim Heoun-taek Lim Y. Ro 20 6 0 14 Apr 2021
MESD: Exploring Optical Flow Assessment on Edge of Motion Objects with Motion Edge Structure Difference Bin Liao Jinlong Hu 11 0 0 13 Apr 2021
Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 41 17 0 10 Apr 2021
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline Yingying Zhao Mingzhi Dong Yujiang Wang Dan Feng Q. Lv Robert P. Dick Dongsheng Li Tun Lu Ning Gu L. Shang 23 7 0 09 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 Apr 2021
Multiple Object Tracking with Correlation Learning Qiang Wang Yun Zheng Pan Pan Yinghui Xu VOT 40 147 0 08 Apr 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 30 45 0 07 Apr 2021
LIFE: Lighting Invariant Flow Estimation Zhaoyang Huang Xiao Pan Runsen Xu Yan Xu Ka Chun Cheung Guofeng Zhang Hongsheng Li 25 8 0 07 Apr 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation Shihao Jiang Dylan Campbell Yao Lu Hongdong Li Richard I. Hartley 3DPC 30 293 0 06 Apr 2021
Efficient Video Compression via Content-Adaptive Super-Resolution Mehrdad Khani Shirkoohi Vibhaalakshmi Sivaraman Mohammad Alizadeh SupR 34 49 0 06 Apr 2021
Learning Optical Flow from a Few Matches Shihao Jiang Yao Lu Hongdong Li Richard I. Hartley 27 71 0 05 Apr 2021
"Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks Habtamu Fanta Zhiwen Shao Lizhuang Ma 12 0 0 03 Apr 2021
Optical Flow Dataset Synthesis from Unpaired Images A. Wälchli Paolo Favaro 21 0 0 02 Apr 2021
End-to-end learning of keypoint detection and matching for relative pose estimation Antoine Fond Luca Del Pero Nikola Sivacki Marco Paladini 3DPC 3DV 9 1 0 02 Apr 2021
FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds Haiyan Wang Jiahao Pang M. Lodhi Yingli Tian Dong Tian 3DPC 19 39 0 01 Apr 2021
Deep Two-View Structure-from-Motion Revisited Jianyuan Wang Yiran Zhong Yuchao Dai Stan Birchfield Kaihao Zhang Nikolai Smolyanskiy Hongdong Li MDE 30 49 0 01 Apr 2021
Taking Stock of the Present and Future of Smart Technologies for Older Adults and Caregivers Christina N. Harrington Ben Jelen Amanda Lazar Aqueasha Martin-Hammond Alisha Pradhan B. Reeder K. Siek 33 6 0 31 Mar 2021
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow Huaizu Jiang Erik Learned-Miller 3DPC 36 5 0 31 Mar 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Learning Camera Localization via Dense Scene Matching Shitao Tang Chengzhou Tang Rui Huang Siyu Zhu P. Tan 3DV 39 39 0 31 Mar 2021
Towards Understanding Adversarial Robustness of Optical Flow Networks Simon Schrodi Tonmoy Saikia Thomas Brox AAML 44 15 0 30 Mar 2021