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
Two-Stream Video Classification with Cross-Modality Attention Lu Chi Guiyu Tian Yadong Mu Qi Tian 21 22 0 01 Aug 2019
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 11 3 0 28 Jul 2019
Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM Shuosen Guan Haoxin Li Weishi Zheng 18 18 0 26 Jul 2019
Learning Transparent Object Matting Guanying Chen Kai Han Kwan-Yee K. Wong 13 6 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
Motion-Aware Feature for Improved Video Anomaly Detection Yi Zhu Shawn D. Newsam 22 155 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 21 12 0 20 Jul 2019
Scene Motion Decomposition for Learnable Visual Odometry Igor Slinko Anna Vorontsova Filipp Konokhov O. Barinova Anton Konushin MDE 37 4 0 16 Jul 2019
Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information R. Rill MDE 30 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 6 3 0 16 Jul 2019
A General Framework for Uncertainty Estimation in Deep Learning Antonio Loquercio Mattia Segu Davide Scaramuzza UQCV BDL OOD 31 289 0 16 Jul 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 28 243 0 12 Jul 2019
Spacetime Graph Optimization for Video Object Segmentation Emanuela Haller A. Florea Marius Leordeanu VOS 18 4 0 07 Jul 2019
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time Elena Burceanu Marius Leordeanu 3DPC VOS 16 3 0 05 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
E-Sports Talent Scouting Based on Multimodal Twitch Stream Data A. Belova Wen He Ziyi Zhong 14 2 0 02 Jul 2019
Attribute-Driven Spontaneous Motion in Unpaired Image Translation Ruizheng Wu Xin Tao Xiaodong Gu Xiaoyong Shen Jiaya Jia 30 18 0 02 Jul 2019
Dynamic Face Video Segmentation via Reinforcement Learning Yujiang Wang Mingzhi Dong Jie Shen Yang Wu Shiyang Cheng Maja Pantic CVBM 24 20 0 02 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
Deep Exemplar-based Video Colorization Bo Zhang Mingming He Jing Liao Pedro Sander Lu Yuan A. Bermak Dong Chen 19 170 0 24 Jun 2019
Key Instance Selection for Unsupervised Video Object Segmentation Donghyeon Cho Sungeun Hong Sungil Kang Jiwon Kim 25 17 0 18 Jun 2019
High Speed and High Dynamic Range Video with an Event Camera Henri Rebecq René Ranftl V. Koltun Davide Scaramuzza 8 573 0 15 Jun 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 27 22 0 14 Jun 2019
Slim DensePose: Thrifty Learning from Sparse Annotations and Motion Cues Natalia Neverova James Thewlis R. Güler Iasonas Kokkinos Andrea Vedaldi 3DH 32 31 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
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 24 127 0 07 Jun 2019
Learning Temporal Pose Estimation from Sparsely-Labeled Videos Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 3DH 27 78 0 06 Jun 2019
STN-Homography: estimate homography parameters directly Qiang-feng Zhou Xin Li 11 6 0 06 Jun 2019
Align-and-Attend Network for Globally and Locally Coherent Video Inpainting Sanghyun Woo Dahun Kim Kwanyong Park Joon-Young Lee In So Kweon 18 7 0 30 May 2019
Hallucinating Optical Flow Features for Video Classification Yongyi Tang Lin Ma Lianqiang Zhou 19 19 0 28 May 2019
Improving Action Localization by Progressive Cross-stream Cooperation Rui Su Wanli Ouyang Luping Zhou Dong Xu 17 23 0 28 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 23 0 0 25 May 2019
From Here to There: Video Inbetweening Using Direct 3D Convolutions Yunpeng Li Dominik Roblek Marco Tagliasacchi VGen 22 24 0 24 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 19 4 0 24 May 2019
OVSNet : Towards One-Pass Real-Time Video Object Segmentation Peng Sun Peiwen Lin Guangliang Cheng Jianping Shi Jiawan Zhang Xi Li VOS 15 1 0 24 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 19 14 0 21 May 2019
S-Flow GAN Yakov Miron Yona Coscas GAN 27 5 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 16 20 0 16 May 2019
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography X. Zhang Kevin Blackburn-Matzen Vivien Nguyen Dillon Yao You Zhang Ren Ng VGen 23 37 0 15 May 2019
Self-supervised Audio Spatialization with Correspondence Classifier Yu-Ding Lu Hsin-Ying Lee Hung-Yu Tseng Ming-Hsuan Yang 12 22 0 14 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
Spatio-temporal Video Re-localization by Warp LSTM Yang Feng Lin Ma Wei Liu Jiebo Luo 26 38 0 10 May 2019
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data Olly Styles Arun Ross Victor Sanchez 27 35 0 09 May 2019