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
Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation Renjiao Yi P. Tan Stephen Lin OCL 34 28 0 17 Nov 2019
Deep Flow Collaborative Network for Online Visual Tracking Peidong Liu Xiyu Yan Yong-jia Jiang Shutao Xia 16 2 0 05 Nov 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
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
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
Moving Indoor: Unsupervised Video Depth Learning in Challenging Environments Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 32 63 0 20 Oct 2019
FlowNorm: A Learning-based Method for Increasing Convergence Range of Direct Alignment Ke Wang Kaixuan Wang Shaojie Shen 22 4 0 16 Oct 2019
Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light Eunah Jung Nan Yang Daniel Cremers GAN 37 32 0 15 Oct 2019
FuseMODNet: Real-Time Camera and LiDAR based Moving Object Detection for robust low-light Autonomous Driving Hazem Rashed M. Ramzy Victor Vaquero Ahmad El-Sallab Ganesh Sistu S. Yogamani 3DPC 38 90 0 11 Oct 2019
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation Liyuan Pan Yuchao Dai Miaomiao Liu Fatih Porikli Quan Pan 22 27 0 06 Oct 2019
Object Segmentation Tracking from Generic Video Cues Amirhossein Kardoost Sabine Müller Joachim Weickert M. Keuper VOS 10 0 0 05 Oct 2019
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch F. Mokhayeri Dmytro Mishkin Daniel Ponsa Ethan Rublee Gary R. Bradski VLM AI4TS 28 349 0 05 Oct 2019
RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation Youngeun Kim Seokeon Choi Hankyeol Lee Taekyung Kim Changick Kim VOS 14 9 0 29 Sep 2019
A Dual Camera System for High Spatiotemporal Resolution Video Acquisition Ming Cheng Zhan Ma Ulugbek S. Kamilov Yiling Xu Haojie Liu Wenbo Bao Jun Sun 33 21 0 28 Sep 2019
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 16 77 0 27 Sep 2019
Deep Video Deblurring: The Devil is in the Details Jochen Gast Stefan Roth 29 24 0 26 Sep 2019
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments Olly Styles T. Guha Victor Sanchez 25 39 0 26 Sep 2019
Joint-task Self-supervised Learning for Temporal Correspondence Xueting Li Sifei Liu Shalini De Mello Xiaolong Wang Jan Kautz Ming-Hsuan Yang SSL 21 139 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 349 0 25 Sep 2019
Deformable Non-local Network for Video Super-Resolution Hua Wang Dewei Su Chuangchuang Liu Longcun Jin Xianfang Sun Xinyi Peng SupR 17 65 0 24 Sep 2019
FlatteNet: A Simple Versatile Framework for Dense Pixelwise Prediction Xin Cai Yifei Pu 33 5 0 22 Sep 2019
Visual Odometry Revisited: What Should Be Learnt? Huangying Zhan C. Weerasekera Jiawang Bian Ian Reid MDE 21 156 0 21 Sep 2019
Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks Yumeng Zhang Gaoguo Jia Li Chen Mingrui Zhang Junhai Yong 14 5 0 16 Sep 2019
PLIN: A Network for Pseudo-LiDAR Point Cloud Interpolation Haojie Liu K. Liao Chunyu Lin Yao Zhao Yulan Guo 3DV 3DPC 32 13 0 16 Sep 2019
Motion Guided Attention for Video Salient Object Detection Haofeng Li Guanqi Chen Guanbin Li Yizhou Yu 30 166 0 16 Sep 2019
Boosting Real-Time Driving Scene Parsing with Shared Semantics Zhenzhen Xiang Anbo Bao Jie Li Jianbo Su SSeg 35 6 0 16 Sep 2019
Learning Residual Flow as Dynamic Motion from Stereo Videos Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DPC 27 18 0 16 Sep 2019
Visuomotor Understanding for Representation Learning of Driving Scenes Seokju Lee Junsik Kim Tae-Hyun Oh Yongseop Jeong Donggeun Yoo Stephen Lin In So Kweon SSL 25 11 0 16 Sep 2019
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies Ha Thi Phuong Thao Dorien Herremans Gemma Roig 31 16 0 16 Sep 2019
Content-Aware Unsupervised Deep Homography Estimation Jirong Zhang Chuan Wang Shuaicheng Liu Lanpeng Jia Nianjin Ye Jue Wang Ji Zhou Jian Sun 113 150 0 12 Sep 2019
Flow-Motion and Depth Network for Monocular Stereo and Beyond Kaixuan Wang Shaojie Shen MDE 19 19 0 12 Sep 2019
Depth Map Estimation for Free-Viewpoint Television Dawid Mieloch O. Stankiewicz Marek Domanski MDE 8 15 0 05 Sep 2019
Multiple Object Tracking with Motion and Appearance Cues Weiqiang Li Jiatong Mu Guizhong Liu VOT 32 23 0 01 Sep 2019
Mocycle-GAN: Unpaired Video-to-Video Translation Yang Chen Yingwei Pan Ting Yao Xinmei Tian Tao Mei GAN 19 88 0 26 Aug 2019
KeystoneDepth: Visualizing History in 3D Xuan Luo Yanmeng Kong Jason Lawrence Ricardo Martín Brualla S. M. Seitz MDE 6 1 0 21 Aug 2019
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon VGen 33 38 0 21 Aug 2019
Cross-Enhancement Transform Two-Stream 3D ConvNets for Action Recognition Dong Cao Lisha Xu Dongdong Zhang ViT 8 1 0 19 Aug 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation Ziqin Wang Jun Xu Li Liu Fan Zhu Ling Shao VOS 20 203 0 19 Aug 2019
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence Trong-Nguyen Nguyen J. Meunier 21 342 0 17 Aug 2019
Hybrid Deep Network for Anomaly Detection Trong-Nguyen Nguyen J. Meunier 14 28 0 17 Aug 2019
Parametric Majorization for Data-Driven Energy Minimization Methods Jonas Geiping Michael Moeller 30 4 0 17 Aug 2019
Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles Dong Cao Lisha Xu 17 2 0 15 Aug 2019
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels Pengxiang Yan Guanbin Li Yuan Xie Zhen Li Chuan Wang Tianshui Chen Liang Lin 17 107 0 12 Aug 2019
Multi-Frame Content Integration with a Spatio-Temporal Attention Mechanism for Person Video Motion Transfer K. Cheng Haozhi Huang C. Yuan Lingyiqing Zhou Wei Liu DiffM 21 2 0 12 Aug 2019
StructureFlow: Image Inpainting via Structure-aware Appearance Flow Yurui Ren Xiaoming Yu Ruonan Zhang Thomas H. Li Shan Liu Ge Li 23 324 0 11 Aug 2019
What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks T. Golda Nils Murzyn Chengchao Qu K. Kroschel 15 3 0 08 Aug 2019
Learning Conditional Deformable Templates with Convolutional Networks Adrian Dalca Marianne Rakic John Guttag M. Sabuncu MedIm 22 114 0 07 Aug 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 31 380 0 07 Aug 2019
Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network Tao Hu Lichao Huang Xianming Liu Han Shen 13 1 0 02 Aug 2019