FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

6 December 2016

Alexey Dosovitskiy

Thomas Brox

3DPC

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Papers citing "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks"

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Title
Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization Shihao Jiang Dylan Campbell Miaomiao Liu Stephen Gould Richard I. Hartley MDE 22 9 0 26 Feb 2020
Efficient Semantic Video Segmentation with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang VOS 22 126 0 26 Feb 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow Aviram Bar-Haim Lior Wolf 25 49 0 25 Feb 2020
Learning Similarity Metrics for Numerical Simulations Georg Kohl Kiwon Um Nils Thuerey 22 13 0 18 Feb 2020
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes Manh Huynh G. Alaghband 27 8 0 16 Feb 2020
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Roi Pony I. Naeh Shie Mannor AAML 21 51 0 12 Feb 2020
Self-Supervised Linear Motion Deblurring Peidong Liu J. Janai Marc Pollefeys Torsten Sattler Andreas Geiger 27 33 0 10 Feb 2020
Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling Yunjae Jung Dahun Kim Sanghyun Woo Kyungsu Kim Sungjin Kim In So Kweon DiffM 16 31 0 03 Feb 2020
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data Wei Yin Xinlong Wang Chunhua Shen Yifan Liu Zhi Tian Songcen Xu Changming Sun Dou Renyin 3DH MDE 19 70 0 03 Feb 2020
Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy Zhaotao Wu Jia Wei Wenguang Yuan Jiabing Wang Tolga Tasdizen MedIm 21 10 0 31 Jan 2020
Fast Video Object Segmentation using the Global Context Module Yu Li Zhuoran Shen Ying Shan VOS 11 111 0 30 Jan 2020
Multiple Object Tracking by Flowing and Fusing Jimuyang Zhang Sanping Zhou Xin Chang Fangbin Wan Jinjun Wang Yang Wu Dong Huang VOT 75 34 0 30 Jan 2020
Gun Source and Muzzle Head Detection Zhong Zhou I. C. Etinger Florian Metze Alexander G. Hauptmann Alexander Waibel 9 2 0 29 Jan 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 32 20 0 18 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
Detection and Tracking Meet Drones Challenge Pengfei Zhu Longyin Wen Dawei Du Xiao Bian Heng Fan Q. Hu Haibin Ling AI4TS 23 555 0 16 Jan 2020
Moving Objects Detection with a Moving Camera: A Comprehensive Review Marie-Neige Chapel T. Bouwmans 29 93 0 15 Jan 2020
A Novel Inspection System For Variable Data Printing Using Deep Learning O. Haik Oded Perry Eli Chen Peter J. Klammer 24 4 0 13 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 60 438 0 09 Jan 2020
Aggressive Perception-Aware Navigation using Deep Optical Flow Dynamics and PixelMPC Keuntaek Lee Jason Gibson Evangelos A. Theodorou 33 31 0 07 Jan 2020
HybridPose: 6D Object Pose Estimation under Hybrid Representations Chen Song Jiaru Song Qi-Xing Huang 3DH 20 249 0 07 Jan 2020
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
ViPR: Visual-Odometry-aided Pose Regression for 6DoF Camera Localization Felix Ott Tobias Feigl Christoffer Loeffler Christopher Mutschler 22 15 0 17 Dec 2019
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration Haojie Liu Han shen Lichao Huang Ming Lu Tong Chen Zhan Ma 31 56 0 13 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
Deep motion estimation for parallel inter-frame prediction in video compression A. Nortje H. Engelbrecht Herman Kamper 27 1 0 11 Dec 2019
DeepMeshFlow: Content Adaptive Mesh Deformation for Robust Image Registration Nianjin Ye Chuan Wang Shuaicheng Liu Lanpeng Jia Jue Wang Yongqing Cui 3DH 22 11 0 11 Dec 2019
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Gedas Bertasius Lorenzo Torresani 21 178 0 10 Dec 2019
Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition Shiyuan Huang Xudong Lin Svebor Karaman Shih-Fu Chang 22 10 0 10 Dec 2019
DeepDeform: Learning Non-rigid RGB-D Reconstruction with Semi-supervised Data Aljaz Bozic Michael Zollhöfer Christian Theobalt Matthias Nießner 3DH 3DV 13 95 0 09 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 22 43 0 09 Dec 2019
Amora: Black-box Adversarial Morphing Attack Run Wang Felix Juefei Xu Qing Guo Yihao Huang Xiaofei Xie Lei Ma Yang Liu AAML 12 44 0 09 Dec 2019
Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution E. Varol Amin Nejatbakhsh C. McGrory 17 1 0 07 Dec 2019
Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers Qi Feng Vitaly Ablavsky Qinxun Bai Stan Sclaroff 34 17 0 04 Dec 2019
FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation Zirui Wang Shuda Li Henry Howard-Jenkins V. Prisacariu Min Chen 3DPC 27 91 0 03 Dec 2019
Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation Sung-Kwon Choo Wonkyo Seo N. Cho VOS 33 0 0 03 Dec 2019
Learning to Super Resolve Intensity Images from Events Mohammad Mostafavi Jonghyun Choi Kuk-Jin Yoon SupR 15 75 0 03 Dec 2019
RST-MODNet: Real-time Spatio-temporal Moving Object Detection for Autonomous Driving M. Ramzy Hazem Rashed Ahmad El-Sallab S. Yogamani 16 18 0 01 Dec 2019
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 16 168 0 29 Nov 2019
Learning Semantic Correspondence Exploiting an Object-level Prior Junghyup Lee Dohyung Kim Wonkyung Lee Jean Ponce Bumsub Ham 3DPC 19 11 0 29 Nov 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 15 78 0 27 Nov 2019
Oops! Predicting Unintentional Action in Video Dave Epstein Boyuan Chen Carl Vondrick 27 99 0 25 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
Shift Convolution Network for Stereo Matching Jian Xie 3DV 6 0 0 20 Nov 2019
Unsupervised Domain Adaptation by Optical Flow Augmentation in Semantic Segmentation Oluwafemi Azeez 12 0 0 20 Nov 2019