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 / 1,735 papers shown

Title
Recursive Cascaded Networks for Unsupervised Medical Image Registration Shengyu Zhao Yue Dong E. Chang Yan Xu 24 229 0 29 Jul 2019
Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow T. Vandal R. Nemani 16 3 0 28 Jul 2019
Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks Michelle A. Lee Yuke Zhu Peter Zachares Matthew Tan K. Srinivasan Silvio Savarese Fei-Fei Li Animesh Garg Jeannette Bohg SSL 23 208 0 28 Jul 2019
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM Shuosen Guan Haoxin Li Weishi Zheng 27 18 0 26 Jul 2019
Learning Transparent Object Matting Guanying Chen Kai Han Kwan-Yee K. Wong 16 6 0 25 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 21 84 0 25 Jul 2019
AdaCoF: Adaptive Collaboration of Flows for Video Frame Interpolation Hyeongmin Lee Taeoh Kim Tae-Young Chung Daehyun Pak Yuseok Ban Sangyoun Lee 30 235 0 24 Jul 2019
PointAtrousGraph: Deep Hierarchical Encoder-Decoder with Point Atrous Convolution for Unorganized 3D Points Liang Pan C. Chew Gim Hee Lee 3DPC 19 8 0 23 Jul 2019
Adaptive Regularization via Residual Smoothing in Deep Learning Optimization Jung-Kyun Cho Junseok Kwon Byung-Woo Hong 31 1 0 23 Jul 2019
Order Matters: Shuffling Sequence Generation for Video Prediction Junyan Wang Bingzhang Hu Yang Long Yu Guan 24 12 0 20 Jul 2019
Scene Motion Decomposition for Learnable Visual Odometry Igor Slinko Anna Vorontsova Filipp Konokhov O. Barinova Anton Konushin MDE 43 4 0 16 Jul 2019
Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence Sihong Chen Weiping Yu Kai Ma Xinlong Sun Xiaona Lin Desheng Sun Yefeng Zheng MedIm 14 3 0 16 Jul 2019
Sequence Level Semantics Aggregation for Video Object Detection Haiping Wu Yuntao Chen Naiyan Wang Zhaoxiang Zhang 57 204 0 15 Jul 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 34 243 0 12 Jul 2019
Object Detection in Video with Spatial-temporal Context Aggregation Hao Luo Lichao Huang Han Shen Yuan Li Chang Huang Xinggang Wang 18 14 0 11 Jul 2019
Spacetime Graph Optimization for Video Object Segmentation Emanuela Haller A. Florea Marius Leordeanu VOS 18 4 0 07 Jul 2019
AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering Dwarikanath Mahapatra 32 15 0 06 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 11 154 0 04 Jul 2019
Estimation of Absolute States of Human Skeletal Muscle via Standard B-Mode Ultrasound Imaging and Deep Convolutional Neural Networks Ryan Cunningham Ian David Loram 16 27 0 02 Jul 2019
FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation Matias Tassano J. Delon T. Veit 30 234 0 01 Jul 2019
DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints Liming Han Yimin Lin Guoguang Du Kai Wang 3DPC MDE 27 95 0 27 Jun 2019
End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching Li Zhang Q. Wang Haihua Lu Yong Zhao 3DV 18 6 0 25 Jun 2019
PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by Learning Guangyao Zhai Lu Liu Linjiang Zhang Yong Liu 16 12 0 19 Jun 2019
Multi-Scale Convolutions for Learning Context Aware Feature Representations Nikolai Ufer Kam To Lui Katja Schwarz P. Warkentin Bjorn Ommer 18 1 0 17 Jun 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 29 22 0 14 Jun 2019
Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 19 43 0 13 Jun 2019
HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds Xiuye Gu Yijie Wang Chongruo Wu Yong Jae Lee Panqu Wang 3DPC 32 206 0 12 Jun 2019
Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos Kuldeep Marotirao Biradar Ayushi Gupta Murari Mandal Santosh Kumar Vipparthi AI4TS 25 28 0 11 Jun 2019
TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching Mostafa El-Khamy Haoyu Ren Xianzhi Du Jungwon Lee ViT MDE 29 1 0 11 Jun 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction Osama Makansi Eddy Ilg Özgün Çiçek Thomas Brox 41 192 0 09 Jun 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 24 127 0 07 Jun 2019
Recurrent Registration Neural Networks for Deformable Image Registration Robin Sandkühler Simon Andermatt G. Bauman Sylvia Nyilas C. Jud Philippe C. Cattin MedIm 22 17 0 07 Jun 2019
STN-Homography: estimate homography parameters directly Qiang-feng Zhou Xin Li 19 6 0 06 Jun 2019
Localization in Aerial Imagery with Grid Maps using LocGAN Haohao Hu Junyi Zhu Sascha Wirges Martin Lauer 11 3 0 04 Jun 2019
Deep Dual Relation Modeling for Egocentric Interaction Recognition Haoxin Li Yijun Cai Weishi Zheng EgoV 30 27 0 31 May 2019
Hallucinating Optical Flow Features for Video Classification Yongyi Tang Lin Ma Lianqiang Zhou 19 19 0 28 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 27 57 0 27 May 2019
Learning Occlusion-Aware View Synthesis for Light Fields Julia Navarro Neus Sabater 3DV 16 16 0 27 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 25 0 0 25 May 2019
Neuro-Optimization: Learning Objective Functions Using Neural Networks Younghan Jeon Minsik Lee J. Choi 36 1 0 24 May 2019
Flow-based Intrinsic Curiosity Module Hsuan-Kung Yang Po-Han Chiang Min-Fong Hong Chun-Yi Lee 29 4 0 24 May 2019
Watermark retrieval from 3D printed objects via synthetic data training Xin Zhang Ning Jia I. Ivrissimtzis 24 2 0 23 May 2019
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence Hsueh-Ying Lai Yi-Hsuan Tsai Wei-Chen Chiu 27 80 0 22 May 2019
Improved Optical Flow for Gesture-based Human-robot Interaction Jen-Yen Chang Antonio Tejero-de-Pablos Tatsuya Harada 3DH 27 14 0 21 May 2019
Learning Video Representations from Correspondence Proposals Xingyu Liu Joon-Young Lee Hailin Jin 35 63 0 20 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 19 78 0 17 May 2019
Deep Reference Generation with Multi-Domain Hierarchical Constraints for Inter Prediction Jiaying Liu Sifeng Xia Wenhan Yang 25 20 0 16 May 2019
Local Features and Visual Words Emerge in Activations Oriane Siméoni Yannis Avrithis Ondřej Chum 22 74 0 15 May 2019
Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection M. M. K. Moghaddam Ehsan Abbasnejad Javen Qinfeng Shi 25 2 0 11 May 2019
Image Matters: Scalable Detection of Offensive and Non-Compliant Content / Logo in Product Images Shreyansh Gandhi Samrat Kokkula Abon Chaudhuri Alessandro Magnani Theban Stanley Behzad Ahmadi Venkatesh Kandaswamy Omer Ovenc Shie Mannor 24 11 0 06 May 2019