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
Siamese Convolutional Neural Network for Sub-millimeter-accurate Camera Pose Estimation and Visual Servoing Cunjun Yu Zhongang Cai H. Pham Quang Pham 27 50 0 12 Mar 2019
Demonstration of Vector Flow Imaging using Convolutional Neural Networks T. Robins A. Stanziola Kai Reimer P. Weinberg M. Tang 16 0 0 11 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 26 585 0 05 Mar 2019
FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms Daniel Grzech Loic Le Folgoc M. Heinrich Bishesh Khanal Jakub Moll Julia A. Schnabel Ben Glocker Bernhard Kainz MedIm 16 4 0 05 Mar 2019
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection Xiao-yang Song Xu Zhao Liangji Fang Hanwen Hu 19 166 0 05 Mar 2019
Selective Sensor Fusion for Neural Visual-Inertial Odometry Changhao Chen Stefano Rosa Yishu Miao Chris Xiaoxuan Lu Wei Wu Andrew Markham A. Trigoni 22 132 0 04 Mar 2019
Unsupervised Bi-directional Flow-based Video Generation from one Snapshot Lu Sheng Junting Pan Jiaming Guo Jing Shao Xiaogang Wang Chen Change Loy VGen 30 8 0 03 Mar 2019
Face Image Reflection Removal Renjie Wan Boxin Shi Haoliang Li Ling-yu Duan Alex C. Kot CVBM 25 28 0 03 Mar 2019
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video Qunliang Xing Zhenyu Guan Mai Xu Ren Yang Tie Liu Zulin Wang 33 196 0 26 Feb 2019
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation P. Voigtlaender Yuning Chai Florian Schroff Hartwig Adam Bastian Leibe Liang-Chieh Chen VOS 33 415 0 25 Feb 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 16 173 0 25 Feb 2019
2D LiDAR Map Prediction via Estimating Motion Flow with GRU Yafei Song Yonghong Tian G. Wang Mingyang Li 3DPC 30 11 0 19 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,689 0 16 Feb 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 26 228 0 13 Feb 2019
Towards Segmenting Anything That Moves Achal Dave P. Tokmakov Deva Ramanan 30 87 0 11 Feb 2019
Photorealistic Image Synthesis for Object Instance Detection Tomás Hodan Vibhav Vineet Ran Gal Emanuel Shalev Jon Hanzelka T. Connell Pedro Urbina Sudipta N. Sinha B. Guenter 26 141 0 09 Feb 2019
Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration Vianney Loing Renaud Marlet Mathieu Aubry 29 23 0 07 Feb 2019
Scene Text Synthesis for Efficient and Effective Deep Network Training Changgong Zhang Fangneng Zhan Erik Cambria Shijian Lu 31 27 0 26 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 35 7 0 24 Jan 2019
Semantic Matching by Weakly Supervised 2D Point Set Registration Zakaria Laskar Hamed R. Tavakoli Arno Solin 3DPC 34 8 0 24 Jan 2019
Semi-Supervised Semantic Matching Zakaria Laskar Arno Solin SSL 18 9 0 24 Jan 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 27 134 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 20 2 0 24 Jan 2019
Unsupervised Learning-based Depth Estimation aided Visual SLAM Approach Mingyang Geng SuNing Shang Bo Ding Huaimin Wang Pengfei Zhang Lei Zhang MDE 27 20 0 22 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 14 35 0 10 Jan 2019
Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation He Wang Srinath Sridhar Jingwei Huang Julien P. C. Valentin Shuran Song Leonidas J. Guibas 31 679 0 09 Jan 2019
Learning Independent Object Motion from Unlabelled Stereoscopic Videos Zhe Cao Abhishek Kar Christian Häne Jitendra Malik 17 34 0 07 Jan 2019
Flow Based Self-supervised Pixel Embedding for Image Segmentation B. Ma Shubao Liu Yin-Cong Zhi Qi Song SSL MDE 22 1 0 02 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 36 47 0 31 Dec 2018
High Quality Monocular Depth Estimation via Transfer Learning Ibraheem Alhashim Peter Wonka MDE 3DV 25 459 0 31 Dec 2018
Unsupervised monocular stereo matching Zhimin Zhang Jianzhong Qiao Shukuan Lin MDE 21 0 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
An Optical Flow-Based Approach for Minimally-Divergent Velocimetry Data Interpolation B. Kanberoglu Dhritiman Das Priya Nair Pavan Turaga D. Frakes MedIm 12 2 0 20 Dec 2018
Robustness Meets Deep Learning: An End-to-End Hybrid Pipeline for Unsupervised Learning of Egomotion A. Z. Zhu Wenxin Liu Ziyun Wang Vijay Kumar Kostas Daniilidis 19 17 0 20 Dec 2018
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks Yilun Chen Praveen Palanisamy P. Mudalige Katharina Muelling John M. Dolan 21 24 0 19 Dec 2018
Taking a Deeper Look at the Inverse Compositional Algorithm Zhaoyang Lv F. Dellaert James M. Rehg Andreas Geiger 3DV 19 48 0 17 Dec 2018
Model-free Tracking with Deep Appearance and Motion Features Integration Xiaolong Jiang Peizhao Li Xiantong Zhen Xianbin Cao VOT 22 11 0 16 Dec 2018
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 36 243 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 36 53 0 13 Dec 2018
DeepV2D: Video to Depth with Differentiable Structure from Motion Zachary Teed Jia Deng 3DV VGen MDE 19 242 0 11 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
Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends M. Fiaz Arif Mahmood S. Javed Soon Ki Jung 49 9 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 23 2 0 05 Dec 2018
Meta Learning Deep Visual Words for Fast Video Object Segmentation Harkirat Singh Behl M. Najafi Anurag Arnab Philip Torr VOS 22 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 33 29 0 04 Dec 2018
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 28 650 0 30 Nov 2018
Weakly Supervised Silhouette-based Semantic Scene Change Detection Ken Sakurada Mikiya Shibuya Weimin Wang 30 59 0 29 Nov 2018
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers Nathan Inkawhich Matthew J. Inkawhich Yiran Chen H. Li AAML 19 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 22 10 0 28 Nov 2018