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
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation Pierre Godet Alexandre Boulch A. Plyer G. L. Besnerais 24 19 0 10 Jul 2020
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation Cristina González Laura Bravo-Sánchez Pablo Arbeláez 29 80 0 10 Jul 2020
Patient-Specific Domain Adaptation for Fast Optical Flow Based on Teacher-Student Knowledge Transfer Sontje Ihler M. Laves T. Ortmaier OOD 14 5 0 09 Jul 2020
Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model Haojie Liu Ming Lu Zhan Ma Fan Wang Zhihuang Xie Xun Cao Yao Wang 40 79 0 09 Jul 2020
Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera Surveillance Qi Zhang Antoni B. Chan 28 3 0 08 Jul 2020
Learning Model-Blind Temporal Denoisers without Ground Truths Yanghao Li Bichuan Guo Jiangtao Wen Zhengxu Xia Shan Liu Yuxing Han DiffM 33 5 0 07 Jul 2020
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video Zixu Zhao Yueming Jin Xiaojie Gao Qi Dou Pheng-Ann Heng 25 44 0 06 Jul 2020
Task-agnostic Temporally Consistent Facial Video Editing Mengyao Cao Haozhi Huang Hao Wang Xuan Wang Li Shen Sheng Wang Linchao Bao Zhifeng Li Jiebo Luo DiffM VGen 43 7 0 03 Jul 2020
Low-light Environment Neural Surveillance Michael Potter Henry Gridley Noah Lichtenstein Kevin Hines John Nguyen Jacob Walsh 17 3 0 02 Jul 2020
FlowControl: Optical Flow Based Visual Servoing Max Argus Lukás Hermann Jon Long Thomas Brox 25 25 0 01 Jul 2020
OccInpFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning Kunming Luo Chuan Wang Nianjin Ye Shuaicheng Liu Jue Wang 14 18 0 30 Jun 2020
Compositional Video Synthesis with Action Graphs Amir Bar Roei Herzig Xiaolong Wang Anna Rohrbach Gal Chechik Trevor Darrell Amir Globerson 33 43 0 27 Jun 2020
Road obstacles positional and dynamic features extraction combining object detection, stereo disparity maps and optical flow data Thiago Rateke A. V. Wangenheim 8 6 0 24 Jun 2020
Movement Tracking by Optical Flow Assisted Inertial Navigation Lassi Meronen William J. Wilkinson Arno Solin MDE 26 3 0 24 Jun 2020
Neural Non-Rigid Tracking Aljavz Bovzivc Pablo Rodríguez Palafox Michael Zollhöfer Angela Dai Justus Thies Matthias Nießner 3DH 3DV 32 60 0 23 Jun 2020
FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network Lingtong Kong Jie Yang 17 11 0 22 Jun 2020
ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching Rishav Rishav René Schuster Ramy Battrawy Oliver Wasenmüller D. Stricker 29 7 0 22 Jun 2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring Yao Rong Zeynep Akata Enkelejda Kasneci 14 30 0 20 Jun 2020
Video Panoptic Segmentation Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon VOS 31 165 0 19 Jun 2020
Consistency Guided Scene Flow Estimation Yuhua Chen Luc Van Gool Cordelia Schmid C. Sminchisescu TTA 33 7 0 19 Jun 2020
Video Semantic Segmentation with Distortion-Aware Feature Correction Jiafan Zhuang Zilei Wang Bingke Wang 38 43 0 18 Jun 2020
Head2Head++: Deep Facial Attributes Re-Targeting M. Doukas Mohammad Rami Koujan V. Sharmanska A. Roussos CVBM 3DH 32 45 0 17 Jun 2020
Pixel Invisibility: Detecting Objects Invisible in Color Images Yongxin Wang D. Wijesekera 6 2 0 15 Jun 2020
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution Xianhang Cheng Zhenzhong Chen 28 129 0 15 Jun 2020
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks Adrián Sánchez-Caballero D. Fuentes-Jiménez Cristina Losada-Gutiérrez 30 21 0 13 Jun 2020
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping Naoto Yokoya Kazuki Yamanoi Wei He Gerald Baier B. Adriano H. Miura S. Oishi AI4CE 27 1 0 09 Jun 2020
Over-crowdedness Alert! Forecasting the Future Crowd Distribution Yuzhen Niu Weifeng Shi Wenxi Liu Shengfeng He Jianxiong Pan Antoni B. Chan 11 3 0 09 Jun 2020
What Matters in Unsupervised Optical Flow Rico Jonschkowski Austin Stone Jonathan T. Barron A. Gordon K. Konolige A. Angelova 3DPC 33 186 0 08 Jun 2020
End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera Zhenbo Song Jianfeng Lu Tong Zhang Hongdong Li 16 15 0 07 Jun 2020
In the Eye of the Beholder: Gaze and Actions in First Person Video Yin Li Miao Liu James M. Rehg EgoV 33 69 0 31 May 2020
3D human pose estimation with adaptive receptive fields and dilated temporal convolutions Michael Shin Eduardo Castillo Irene Font Peradejordi S. Jayaraman 3DH 14 0 0 28 May 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation Yizhe Zhu Martin Renqiang Min Asim Kadav H. Graf CoGe DRL 32 95 0 23 May 2020
VDO-SLAM: A Visual Dynamic Object-aware SLAM System Jun Zhang M. Henein Robert E. Mahony V. Ila 41 149 0 22 May 2020
Spoof Face Detection Via Semi-Supervised Adversarial Training Chengwei Chen Wang Yuan Xuequan Lu Lizhuang Ma AAML PICV CVBM 6 2 0 22 May 2020
Head2Head: Video-based Neural Head Synthesis Mohammad Rami Koujan M. Doukas A. Roussos S. Zafeiriou CVBM 3DH 25 65 0 22 May 2020
Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction Andreas Eitel Nico Hauff Wolfram Burgard 27 24 0 19 May 2020
DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation Mohammad Rami Koujan A. Roussos S. Zafeiriou 3DH CVBM 22 11 0 14 May 2020
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks Ning Zhang Jingen Liu Ke Wang Dan Zeng Tao Mei 18 7 0 13 May 2020
Pose Proposal Critic: Robust Pose Refinement by Learning Reprojection Errors Lucas Brynte Fredrik Kahl 3DV 36 6 0 13 May 2020
On the uncertainty of self-supervised monocular depth estimation Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia UQCV MDE 33 263 0 13 May 2020
Exploiting Inter-Frame Regional Correlation for Efficient Action Recognition Yuecong Xu Jianfei Yang K. Mao Jianxiong Yin Simon See 8 11 0 06 May 2020
Streaming Object Detection for 3-D Point Clouds Wei Han Zhengdong Zhang Benjamin Caine Brandon Yang Christoph Sprunk O. Alsharif Jiquan Ngiam Vijay Vasudevan Jonathon Shlens Zhehuai Chen 3DPC 27 26 0 04 May 2020
Ego-motion and Surrounding Vehicle State Estimation Using a Monocular Camera Jun Hayakawa Behzad Dariush 11 11 0 04 May 2020
Tamed Warping Network for High-Resolution Semantic Video Segmentation Songyuan Li Junyi Feng Xi Li VOS 32 3 0 04 May 2020
NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee 67 32 0 04 May 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 31 330 0 30 Apr 2020
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Risheng Liu Zi Li Xin-Yue Fan Chenying Zhao Hao Huang Zhongxuan Luo 3DH 19 32 0 30 Apr 2020
Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction Yana Hasson Bugra Tekin Federica Bogo Ivan Laptev Marc Pollefeys Cordelia Schmid 3DH 27 185 0 28 Apr 2020
Learning Feature Descriptors using Camera Pose Supervision Qianqian Wang Xiaowei Zhou B. Hariharan Noah Snavely SSL 39 161 0 28 Apr 2020
DAN: A Deformation-Aware Network for Consecutive Biomedical Image Interpolation Zejin Wang Guoqing Li Xi Chen Hua Han MedIm 3DH 14 1 0 23 Apr 2020