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
Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes Junjie Huang Wei Zou Jiagang Zhu Zheng Zhu 22 36 0 13 Jul 2018
SceneEDNet: A Deep Learning Approach for Scene Flow Estimation Ravi Kumar Thakur Snehasis Mukherjee 3DPC 17 6 0 10 Jul 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 43 381 0 09 Jul 2018
Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry Nan Yang Rui Wang J. Stückler Daniel Cremers MDE 11 340 0 06 Jul 2018
Semantic Instance Meets Salient Object: Study on Video Semantic Salient Instance Segmentation Trung-Nghia Le Akihiro Sugimoto VOS 21 0 0 04 Jul 2018
ReCoNet: Real-time Coherent Video Style Transfer Network Chang Gao Derun Gu Fangjun Zhang Yizhou Yu 24 58 0 03 Jul 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 10 60 0 03 Jul 2018
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC 22 109 0 27 Jun 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 22 375 0 25 Jun 2018
Repetition Estimation Tom F. H. Runia Cees G. M. Snoek A. Smeulders 12 17 0 18 Jun 2018
Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games Junchi Liang Abdeslam Boularias 11 2 0 17 Jun 2018
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry X. Xing Ruiqi Gao Tian Han Song-Chun Zhu Ying Nian Wu DRL 19 28 0 16 Jun 2018
Learning Human Optical Flow Anurag Ranjan Javier Romero Michael J. Black 3DH 19 31 0 14 Jun 2018
BA-Net: Dense Bundle Adjustment Network Chengzhou Tang P. Tan 3DV 34 287 0 13 Jun 2018
Massively Parallel Video Networks João Carreira Viorica Patraucean L. Mazaré Andrew Zisserman Simon Osindero 16 42 0 11 Jun 2018
PointFlowNet: Learning Representations for Rigid Motion Estimation from Point Clouds Aseem Behl Despoina Paschalidou S. Donné Andreas Geiger 3DPC 14 13 0 06 Jun 2018
FlowNet3D: Learning Scene Flow in 3D Point Clouds Xingyu Liu C. Qi Leonidas J. Guibas 3DPC 8 474 0 04 Jun 2018
Digging Into Self-Supervised Monocular Depth Estimation Clément Godard Oisin Mac Aodha Michael Firman Gabriel J. Brostow MDE SSL 20 6 0 04 Jun 2018
ProFlow: Learning to Predict Optical Flow Daniel Maurer Andrés Bruhn 19 41 0 03 Jun 2018
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black SSL 9 586 0 24 May 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks W. Chen Daniel J. McDuff 3DH HAI 23 469 0 21 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 14 9 0 17 May 2018
Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor Prasan A. Shedligeri Kaushik Mitra 27 32 0 16 May 2018
Unsupervised Intuitive Physics from Visual Observations Sébastien Ehrhardt Áron Monszpart Niloy Mitra Andrea Vedaldi SSL PINN OOD 17 31 0 14 May 2018
Joint Flow: Temporal Flow Fields for Multi Person Tracking Andreas Doering Umar Iqbal Juergen Gall VOT 3DH 27 17 0 11 May 2018
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time Assia Benbihi M. Geist C´edric Pradalier OOD SSeg 17 0 0 10 May 2018
ABMOF: A Novel Optical Flow Algorithm for Dynamic Vision Sensors Min Liu T. Delbruck 17 12 0 10 May 2018
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask Xi Zhang Di Ma Xu Ouyang Shanshan Jiang Lin Gan G. Agam 3DPC 11 4 0 09 May 2018
FlowFields++: Accurate Optical Flow Correspondences Meet Robust Interpolation René Schuster C. Bailer Oliver Wasenmüller D. Stricker 11 22 0 09 May 2018
Learning Optical Flow via Dilated Networks and Occlusion Reasoning Yi Zhu Shawn D. Newsam 3DPC 9 13 0 07 May 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 130 496 0 24 Apr 2018
Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes André Apitzsch Roman Seidel G. Hirtz 11 5 0 24 Apr 2018
Superframes, A Temporal Video Segmentation Hajar Sadeghi Sokeh Vasileios Argyriou D. Monekosso Paolo Remagnino 12 13 0 18 Apr 2018
Learning how to be robust: Deep polynomial regression Juan-Manuel Perez-Rua T. Crivelli P. Bouthemy P. Pérez OOD 14 2 0 17 Apr 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 64 1,772 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
Optimizing Video Object Detection via a Scale-Time Lattice Kai-xiang Chen Jiaqi Wang Shuo Yang Xingcheng Zhang Yuanjun Xiong Chen Change Loy Dahua Lin ObjD 41 106 0 16 Apr 2018
Motion-based Object Segmentation based on Dense RGB-D Scene Flow Lin Shao Parth Shah Vikranth Dwaracherla Jeannette Bohg 3DPC 11 38 0 14 Apr 2018
Mutual Suppression Network for Video Prediction using Disentangled Features Jungbeom Lee Jangho Lee Sungmin Lee Sungroh Yoon DRL 19 2 0 13 Apr 2018
Temporal Interpolation via Motion Field Prediction Lin Zhang Neerav Karani C. Tanner E. Konukoglu MedIm 8 8 0 12 Apr 2018
Image Correction via Deep Reciprocating HDR Transformation Xin Yang Ke Xu Yibing Song Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 19 108 0 12 Apr 2018
TrimBot2020: an outdoor robot for automatic gardening N. Strisciuglio Radim Tylecek Michael Blaich N. Petkov P. Bieber ... Torsten Sattler Marc Pollefeys Theo Gevers Thomas Brox Robert B. Fisher 15 54 0 05 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 30 126 0 03 Apr 2018
PhaseNet for Video Frame Interpolation Simone Schaub-Meyer Abdelaziz Djelouah Brian McWilliams A. Sorkine-Hornung Markus Gross Christopher Schroers 11 179 0 03 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 14 465 0 02 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 21 213 0 02 Apr 2018
Joint Person Segmentation and Identification in Synchronized First- and Third-person Videos Mingze Xu Chenyou Fan Yuchen Wang Michael S. Ryoo David J. Crandall 17 38 0 29 Mar 2018
MaskRNN: Instance Level Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang A. Schwing VOS 25 182 0 29 Mar 2018
Stochastic Variational Inference with Gradient Linearization Tobias Plötz Anne S. Wannenwetsch Stefan Roth 6 2 0 28 Mar 2018
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Linchao Bao Baoyuan Wu Wei Liu VOS 6 205 0 26 Mar 2018