FlowNet: Learning Optical Flow with Convolutional Networks

26 April 2015

Alexey Dosovitskiy

Patrick van der Smagt

Daniel Cremers

Thomas Brox

3DPC

ArXiv PDF HTML

Papers citing "FlowNet: Learning Optical Flow with Convolutional Networks"

50 / 1,738 papers shown

Title
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression Li-Heng Chen C. Bampis Zhi Li A. Norkin A. Bovik 56 65 0 19 Oct 2019
Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Dwarikanath Mahapatra GAN OOD MedIm 19 7 0 18 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
Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis Yuki Endo Yoshihiro Kanamori Shigeru Kuriyama 24 18 0 16 Oct 2019
DeepPCO: End-to-End Point Cloud Odometry through Deep Parallel Neural Network Wei Wang Muhamad Risqi U. Saputra Peijun Zhao Pedro Porto Buarque de Gusmão Bo Yang Changhao Chen Andrew Markham A. Trigoni 3DPC 14 54 0 13 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
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch F. Mokhayeri Dmytro Mishkin Daniel Ponsa Ethan Rublee Gary R. Bradski VLM AI4TS 28 350 0 05 Oct 2019
Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods Florent Chiaroni Zhenyang Li Weitong Chen Frederic Dufaux SSL 24 15 0 03 Oct 2019
Using Image Priors to Improve Scene Understanding Brigit Schroeder Hanlin Tang Alexandre Alahi 19 0 0 02 Oct 2019
Unsupervised Pose Flow Learning for Pose Guided Synthesis Haitian Zheng Lele Chen Chenliang Xu Jiebo Luo 3DH 19 10 0 30 Sep 2019
Deep Video Deblurring: The Devil is in the Details Jochen Gast Stefan Roth 29 24 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 53 349 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
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert Julia A. Schnabel OOD MedIm AI4CE 28 50 0 23 Sep 2019
Visual Odometry Revisited: What Should Be Learnt? Huangying Zhan C. Weerasekera Jiawang Bian Ian Reid MDE 27 156 0 21 Sep 2019
Understanding and Robustifying Differentiable Architecture Search Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Frank Hutter OOD AAML 66 369 0 20 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 30 166 0 20 Sep 2019
Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks Andrea Pilzer Stéphane Lathuilière Dan Xu M. Puscas Elisa Ricci N. Sebe MDE 18 25 0 17 Sep 2019
Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module Di Qiu Jiahao Pang Wenxiu Sun Chengxi Yang 42 23 0 17 Sep 2019
DeepTIO: A Deep Thermal-Inertial Odometry with Visual Hallucination Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Chris Xiaoxuan Lu Yasin Almalioglu Stefano Rosa Changhao Chen Johan Wahlström Wei Wang Andrew Markham Niki Trigoni 33 59 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
Human Following for Wheeled Robot with Monocular Pan-tilt Camera Zheng Zhu Hongxuan Ma Wei Zou 19 4 0 13 Sep 2019
Flow-Motion and Depth Network for Monocular Stereo and Beyond Kaixuan Wang Shaojie Shen MDE 25 19 0 12 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 21 3 0 07 Sep 2019
Future Frame Prediction Using Convolutional VRNN for Anomaly Detection Yiwei Lu Mahesh Kumar Krishna Reddy Seyed shahabeddin Nabavi Yang Wang DRL 25 95 0 05 Sep 2019
Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data D. Rukhovich Daniel Mouritzen R. Kaestner M. Rufli A. Velizhev 8 8 0 02 Sep 2019
Flow Guided Short-term Trackers with Cascade Detection for Long-term Tracking Han-Ching Wu X. Yang Yong Yang Guizhong Liu VOT 21 4 0 01 Sep 2019
Multiple Object Tracking with Motion and Appearance Cues Weiqiang Li Jiatong Mu Guizhong Liu VOT 37 23 0 01 Sep 2019
Small Obstacle Avoidance Based on RGB-D Semantic Segmentation Minjie Hua Yibing Nan Kai Wang SSeg 24 26 0 30 Aug 2019
Fast Video Object Segmentation via Mask Transfer Network Tao Zhuo Zhiyong Cheng Mohan Kankanhalli VOS 16 2 0 28 Aug 2019
Relation Distillation Networks for Video Object Detection Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 108 191 0 26 Aug 2019
Dynamic Kernel Distillation for Efficient Pose Estimation in Videos Xuecheng Nie Yuncheng Li Linjie Luo Ning Zhang Jiashi Feng 3DH 32 65 0 24 Aug 2019
Sequential Adversarial Learning for Self-Supervised Deep Visual Odometry Shunkai Li Fei Xue Xin Wang Zike Yan H. Zha SSL MDE 8 55 0 23 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 13 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 26 203 0 19 Aug 2019
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence Trong-Nguyen Nguyen J. Meunier 21 343 0 17 Aug 2019
Hybrid Deep Network for Anomaly Detection Trong-Nguyen Nguyen J. Meunier 16 28 0 17 Aug 2019
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 30 149 0 15 Aug 2019
Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles Dong Cao Lisha Xu 17 2 0 15 Aug 2019
Is This The Right Place? Geometric-Semantic Pose Verification for Indoor Visual Localization Hajime Taira Ignacio Rocco Jiri Sedlar Masatoshi Okutomi Josef Sivic Tomas Pajdla Torsten Sattler Akihiko Torii 22 49 0 13 Aug 2019
StructureFlow: Image Inpainting via Structure-aware Appearance Flow Yurui Ren Xiaoming Yu Ruonan Zhang Thomas H. Li Shan Liu Ge Li 25 324 0 11 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 31 381 0 07 Aug 2019
Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations Jerin Geo James Pranay Agrawal Ajit V. Rajwade 18 18 0 06 Aug 2019
Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework Dong Cao Lisha Xu Haibo Chen ViT 12 3 0 04 Aug 2019