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
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong Liu MDE 45 151 0 03 Apr 2020
Single Image Optical Flow Estimation with an Event Camera Liyuan Pan Miaomiao Liu Richard I. Hartley 22 65 0 01 Apr 2020
Probabilistic Pixel-Adaptive Refinement Networks Anne S. Wannenwetsch Stefan Roth 28 14 0 31 Mar 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos Fabio Tosi Filippo Aleotti Pierluigi Zama Ramirez Matteo Poggi Samuele Salti Luigi Di Stefano S. Mattoccia MDE 19 76 0 31 Mar 2020
TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge Junyi Feng Songyuan Li Xi Li Fei Wu Qi Tian Ming-Hsuan Yang Haibin Ling VOS 36 24 0 30 Mar 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation Lu Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 30 175 0 29 Mar 2020
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement Zehao Yu Shenghua Gao 3DV 38 218 0 29 Mar 2020
Learning to Optimize Non-Rigid Tracking Yongqian Li Aljaz Bozic Tianwei Zhang Yanli Ji Tatsuya Harada Matthias Nießner 19 24 0 27 Mar 2020
Memory Enhanced Global-Local Aggregation for Video Object Detection Yihong Chen Yue Cao Han Hu Liwei Wang 112 262 0 26 Mar 2020
Correspondence Networks with Adaptive Neighbourhood Consensus Shuda Li Kai Han Theo W. Costain Henry Howard-Jenkins V. Prisacariu 3DV 16 84 0 26 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 140 2,564 0 26 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 35 314 0 24 Mar 2020
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask Shengyu Zhao Yilun Sheng Yue Dong E. Chang Yan Xu 3DPC 12 210 0 24 Mar 2020
RN-VID: A Feature Fusion Architecture for Video Object Detection Hughes Perreault Maguelonne Héritier P. Gravel Guillaume-Alexandre Bilodeau Nicolas Saunier ObjD 11 5 0 24 Mar 2020
FADNet: A Fast and Accurate Network for Disparity Estimation Qiang-qiang Wang Shaoshuai Shi Shi-gang Zheng Kaiyong Zhao Xiaowen Chu 3DPC 27 79 0 24 Mar 2020
Video-based Person Re-Identification using Gated Convolutional Recurrent Neural Networks Yang Feng Yu Wang Jiebo Luo 18 0 0 21 Mar 2020
Reducing the Sim-to-Real Gap for Event Cameras Timo Stoffregen C. Scheerlinck Davide Scaramuzza Tom Drummond Nick Barnes L. Kleeman Robert E. Mahony 26 7 0 20 Mar 2020
Multi-View Optimization of Local Feature Geometry Mihai Dusmanu Johannes L. Schonberger Marc Pollefeys 55 37 0 18 Mar 2020
Collaborative Video Object Segmentation by Foreground-Background Integration Zongxin Yang Yunchao Wei Yi Yang VOS 31 249 0 18 Mar 2020
Neural Mesh Refiner for 6-DoF Pose Estimation Di Wu Yihao Chen Xianbiao Qi Yongjian Yu W. Chen Rong Xiao 3DH 24 0 0 17 Mar 2020
G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences B. Rezaei Amirreza Farnoosh Sarah Ostadabbas 37 10 0 16 Mar 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps Pengxiang Wu Siheng Chen Dimitris N. Metaxas 3DPC 14 154 0 15 Mar 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems Patrick Knöbelreiter Christian Sormann Alexander Shekhovtsov Friedrich Fraundorfer Thomas Pock 38 22 0 13 Mar 2020
AirSim Drone Racing Lab Ratnesh Madaan N. Gyde Sai H. Vemprala Matthew Brown Keiko Nagami Tim Taubner E. Cristofalo Davide Scaramuzza Mac Schwager Ashish Kapoor 19 74 0 12 Mar 2020
Softmax Splatting for Video Frame Interpolation Simon Niklaus Feng Liu 45 380 0 11 Mar 2020
Building and Interpreting Deep Similarity Models Oliver Eberle Jochen Büttner Florian Kräutli K. Müller Matteo Valleriani G. Montavon 28 57 0 11 Mar 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 45 45 0 10 Mar 2020
Learning View and Target Invariant Visual Servoing for Navigation Yimeng Li Jana Kosecka SSL 19 19 0 04 Mar 2020
Occlusion Aware Unsupervised Learning of Optical Flow From Video Jianfeng Li Junqiao Zhao T. Feng Chen Ye Lu Xiong 31 11 0 04 Mar 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Daniel Cremers MDE 35 372 0 02 Mar 2020
Plug & Play Convolutional Regression Tracker for Video Object Detection Ye Lyu M. Yang G. Vosselman Guisong Xia ObjD 37 2 0 02 Mar 2020
Learning to Deblur and Generate High Frame Rate Video with an Event Camera Haoyu Chen Minggui Teng Boxin Shi Wang YIzhou Huang Tiejun 32 41 0 02 Mar 2020
Learning Depth With Very Sparse Supervision Antonio Loquercio Alexey Dosovitskiy Davide Scaramuzza 3DV MDE 14 0 0 02 Mar 2020
Deep Image Spatial Transformation for Person Image Generation Yurui Ren Xiaoming Yu Junming Chen Thomas H. Li Ge Li 3DH 3DPC 25 175 0 02 Mar 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 20 44 0 27 Feb 2020
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
PointTrackNet: An End-to-End Network For 3-D Object Detection and Tracking From Point Clouds Sukai Wang Yuxiang Sun Chengju Liu Ming Liu VOT 3DPC 28 53 0 26 Feb 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow Aviram Bar-Haim Lior Wolf 30 49 0 25 Feb 2020
Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li Ansheng You Zhen Zhu Houlong Zhao Maoke Yang Kuiyuan Yang Yunhai Tong SSeg 30 354 0 24 Feb 2020
Comparing recurrent and convolutional neural networks for predicting wave propagation Stathi Fotiadis E. Pignatelli Mario Lino Valencia C. Cantwell Amos Storkey Anil A. Bharath 25 37 0 20 Feb 2020
V4D:4D Convolutional Neural Networks for Video-level Representation Learning Shiwen Zhang Sheng Guo Weilin Huang Matthew R. Scott Limin Wang 21 70 0 18 Feb 2020
MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention Donghyun Kim Tian-Shing Lan Chuhang Zou N. Xu Bryan A. Plummer Stan Sclaroff J. Eledath Gérard Medioni 14 3 0 18 Feb 2020
On the Sensory Commutativity of Action Sequences for Embodied Agents Hugo Caselles-Dupré Michael Garcia Ortiz David Filliat 21 4 0 13 Feb 2020
Self-Supervised Object-in-Gripper Segmentation from Robotic Motions W. Boerdijk M. Sundermeyer M. Durner Rudolph Triebel 30 8 0 11 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
Differentiable Forward and Backward Fixed-Point Iteration Layers Younahan Jeon Minsik Lee J. Choi 11 1 0 07 Feb 2020
Adversarially Robust Frame Sampling with Bounded Irregularities Hanhan Li Pin Wang AAML 6 0 0 04 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 19 111 0 30 Jan 2020
Gun Source and Muzzle Head Detection Zhong Zhou I. C. Etinger Florian Metze Alexander G. Hauptmann Alexander Waibel 14 2 0 29 Jan 2020