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
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 18 228 0 13 Feb 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 30 87 0 11 Feb 2019
NeurAll: Towards a Unified Visual Perception Model for Automated Driving Ganesh Sistu Isabelle Leang Sumanth Chennupati S. Yogamani Ciarán Hughes Stefan Milz S. Rawashdeh 33 26 0 10 Feb 2019
F1/10: An Open-Source Autonomous Cyber-Physical Platform Matthew O'Kelly Varundev Sukhil Houssam Abbas J. Harkins Chris Kao ... Rahul Mangharam Dipshil Agarwal Madhur Behl P. Burgio Marko Bertogna 16 104 0 24 Jan 2019
Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow Hsuan-Kung Yang Po-Han Chiang Kuan-Wei Ho Min-Fong Hong Chun-Yi Lee 29 7 0 24 Jan 2019
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion Ruiqi Gao Jianwen Xie Siyuan Huang Yufan Ren Song-Chun Zhu Ying Nian Wu 13 2 0 24 Jan 2019
Instance-Level Microtubule Tracking Samira Masoudi Afsaneh Razi C. Wright J. Gatlin Ulas Bagci 16 7 0 17 Jan 2019
Joint Spatial and Layer Attention for Convolutional Networks Tony Joseph Konstantinos G. Derpanis F. Qureshi 11 0 0 16 Jan 2019
River Ice Segmentation with Deep Learning Abhineet Singh H. Kalke M. Loewen Nilanjan Ray SSeg 14 46 0 14 Jan 2019
Optical Flow augmented Semantic Segmentation networks for Automated Driving Hazem Rashed S. Yogamani Ahmad El-Sallab P. Krízek Mohamed El-Helw 3DPC 21 31 0 11 Jan 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 37 120 0 11 Jan 2019
Motion Perception in Reinforcement Learning with Dynamic Objects Artemij Amiranashvili Alexey Dosovitskiy V. Koltun Thomas Brox 6 35 0 10 Jan 2019
GIF2Video: Color Dequantization and Temporal Interpolation of GIF images Yanjie Wang Haibin Huang Chuan Wang Tong He Jue Wang Minh Hoai 6 20 0 09 Jan 2019
Multi-stream CNN based Video Semantic Segmentation for Automated Driving Ganesh Sistu Sumanth Chennupati S. Yogamani 19 6 0 08 Jan 2019
Learning Independent Object Motion from Unlabelled Stereoscopic Videos Zhe Cao Abhishek Kar Christian Häne Jitendra Malik 9 34 0 07 Jan 2019
Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions Yifei Huang Zhenqiang Li Minjie Cai Yoichi Sato EgoV 11 63 0 07 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 19 91 0 06 Jan 2019
Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion Zhenpei Yang J. Z. Pan Linjie Luo Xiaowei Zhou Kristen Grauman Qi-Xing Huang 23 47 0 31 Dec 2018
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 25 81 0 30 Dec 2018
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 16 0 0 27 Dec 2018
D3D: Distilled 3D Networks for Video Action Recognition Jonathan C. Stroud David A. Ross Chen Sun Jia Deng Rahul Sukthankar 3DPC 30 158 0 19 Dec 2018
Taking a Deeper Look at the Inverse Compositional Algorithm Zhaoyang Lv F. Dellaert James M. Rehg Andreas Geiger 3DV 11 48 0 17 Dec 2018
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 14 243 0 15 Dec 2018
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception Yue Meng Y. Lu A. Raj Samuel Sunarjo Rui Guo T. Javidi G. Bansal Dinesh Bharadia 3DV MDE 3DPC 28 53 0 13 Dec 2018
Deep Energies for Estimating Three-Dimensional Facial Pose and Expression Michael Bao Jane Wu Xinwei Yao Ronald Fedkiw 3DH 23 4 0 07 Dec 2018
Object Discovery in Videos as Foreground Motion Clustering Christopher Xie Yu Xiang Zaïd Harchaoui Dieter Fox VOS 30 69 0 06 Dec 2018
Online Model Distillation for Efficient Video Inference Ravi Teja Mullapudi Steven Chen Keyi Zhang Deva Ramanan Kayvon Fatahalian VGen 15 114 0 06 Dec 2018
Automatic Generation of Dense Non-rigid Optical Flow Hoàng-Ân Lê Tushar Nimbhorkar Thomas Mensink A. S. Baslamisli Sezer Karaoglu Theo Gevers 18 2 0 05 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 51 382 0 04 Dec 2018
Meta Learning Deep Visual Words for Fast Video Object Segmentation Harkirat Singh Behl M. Najafi Anurag Arnab Philip Torr VOS 14 18 0 04 Dec 2018
Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination Liangzhe Yuan Yibo Chen Hantian Liu Tao Kong Jianbo Shi 25 29 0 04 Dec 2018
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers Nathan Inkawhich Matthew J. Inkawhich Yiran Chen H. Li AAML 14 38 0 28 Nov 2018
Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints from Limited Training Data Yutong Bai Qing Liu Lingxi Xie Weichao Qiu Yan Zheng Alan Yuille 3DPC 6 10 0 28 Nov 2018
Learning to Synthesize Motion Blur Tim Brooks Jonathan T. Barron 14 78 0 27 Nov 2018
Integrated Object Detection and Tracking with Tracklet-Conditioned Detection Zheng-Wei Zhang Dazhi Cheng Xizhou Zhu Stephen Lin Jifeng Dai ObjD 40 48 0 27 Nov 2018
Real-time high speed motion prediction using fast aperture-robust event-driven visual flow Himanshu Akolkar S. Ieng R. Benosman 9 53 0 27 Nov 2018
Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image D. Fuentes-Jiménez D. Casillas-Pérez Daniel Pizarro-Pérez Toby Collins Adrien Bartoli 3DV 3DH 19 10 0 19 Nov 2018
Indoor GeoNet: Weakly Supervised Hybrid Learning for Depth and Pose Estimation Amirreza Farnoosh Sarah Ostadabbas 3DH 19 0 0 19 Nov 2018
Optical Flow Based Online Moving Foreground Analysis Junjie Huang Wei Zou Zheng Zhu Jiagang Zhu 11 2 0 18 Nov 2018
An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes Junjie Huang Wei Zou Zheng Zhu Jiagang Zhu 22 22 0 18 Nov 2018
Optical Flow Dataset and Benchmark for Visual Crowd Analysis Gregory Schröder T. Senst Erik Bochinski T. Sikora 11 28 0 17 Nov 2018
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun Chuankang Li Stephen Lin 3DH 25 6 0 17 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 22 228 0 16 Nov 2018
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking Hao Luo Wenxuan Xie Xinggang Wang Wenjun Zeng 22 67 0 13 Nov 2018
Learning Energy Based Inpainting for Optical Flow Christoph Vogel Huijuan Cao Thomas Pock 3DPC 30 5 0 09 Nov 2018
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks Yuenan Hou Zheng Ma Slobodan Mitrovic Chen Change Loy 18 64 0 07 Nov 2018
Continual Occlusions and Optical Flow Estimation Michal Neoral Jan Sochman Jirí Matas 20 17 0 05 Nov 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution F. Reda Guilin Liu Kevin J. Shih Robert M. Kirby Jon Barker D. Tarjan Andrew Tao Bryan Catanzaro 13 149 0 02 Nov 2018
Ionospheric activity prediction using convolutional recurrent neural networks Alexandre Boulch Noëlie Cherrier T. Castaings 26 21 0 31 Oct 2018
Anytime Stereo Image Depth Estimation on Mobile Devices Yan Wang Zihang Lai Gao Huang Brian H. Wang L. V. D. van der Maaten M. Campbell Kilian Q. Weinberger 27 183 0 26 Oct 2018