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
HDRVideo-GAN: Deep Generative HDR Video Reconstruction Mrinal Anand Nidhin Harilal Chandan Kumar Shanmuganathan Raman AI4TS 38 4 0 22 Oct 2021
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation Kuan-Chih Huang Yu-Kai Huang Winston H. Hsu 16 4 0 22 Oct 2021
Multimodal Semi-Supervised Learning for 3D Objects Zhimin Chen Longlong Jing Yang Liang Yingli Tian Bing Li 3DPC 18 28 0 22 Oct 2021
SLURP: Side Learning Uncertainty for Regression Problems Xuanlong Yu Gianni Franchi Emanuel Aldea UQCV BDL 22 14 0 21 Oct 2021
Hand-Object Contact Prediction via Motion-Based Pseudo-Labeling and Guided Progressive Label Correction Takuma Yagi Md. Tasnimul Hasan Yoichi Sato 22 5 0 19 Oct 2021
TEAM-Net: Multi-modal Learning for Video Action Recognition with Partial Decoding Zhengwei Wang Qi She A. Smolic 21 9 0 17 Oct 2021
Learning Cloth Folding Tasks with Refined Flow Based Spatio-Temporal Graphs Peng Zhou Omar Zahra Anqing Duan Shengzeng Huo Zeyu Wu D. Navarro-Alarcon 23 4 0 16 Oct 2021
Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation Patrick Ruhkamp Daoyi Gao Hanzhi Chen Nassir Navab Benjamin Busam ViT MDE 77 36 0 15 Oct 2021
Unsupervised Object Learning via Common Fate Matthias Tangemann Steffen Schneider Julius von Kügelgen Francesco Locatello Peter V. Gehler Thomas Brox Matthias Kümmerer Matthias Bethge Bernhard Schölkopf OCL 36 23 0 13 Oct 2021
Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning Yihao Liu Hengyuan Zhao Kelvin C. K. Chan Xintao Wang Chen Change Loy Yu Qiao Chao Dong AI4TS 30 42 0 09 Oct 2021
Optical Flow Estimation for Spiking Camera Liwen Hu Rui Zhao Ziluo Ding Lei Ma Boxin Shi Ruiqin Xiong Tiejun Huang 47 44 0 08 Oct 2021
MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in Buildings Kailai Sun Xiaoteng Ma Peng Liu Qianchuan Zhao 3DPC AAML 25 11 0 07 Oct 2021
FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks Qiang-qiang Wang S. Shi Shi-gang Zheng Kaiyong Zhao Xiaowen Chu 3DH 35 10 0 06 Oct 2021
Pedestrian Wind Factor Estimation in Complex Urban Environments S. Mokhtar Matthew Beveridge Yumeng Cao Iddo Drori AI4CE 41 6 0 06 Oct 2021
Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction Rishubh Parihar Gaurav Ramola Ranajit Saha Raviprasad Kini Aniket Rege S. Velusamy 33 1 0 03 Oct 2021
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network Prune Truong Martin Danelljan Radu Timofte Luc Van Gool 37 83 0 28 Sep 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 37 21 0 28 Sep 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Andrei Ambrus Dennis Park Adrien Gaidon AI4TS 63 12 0 28 Sep 2021
Real Time Monocular Vehicle Velocity Estimation using Synthetic Data Robert McCraith Lukás Neumann Andrea Vedaldi 26 3 0 16 Sep 2021
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network Ruiying Lu Bo Chen Guanliang Liu Ziheng Cheng Mu Qiao Xin Yuan 10 7 0 11 Sep 2021
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation Ziluo Ding Rui Zhao Jiyuan Zhang Tianxiao Gao Ruiqin Xiong Zhaofei Yu Tiejun Huang 3DPC 11 56 0 10 Sep 2021
Learning Fine-Grained Motion Embedding for Landscape Animation Hongwei Xue Bei Liu Huan Yang Jianlong Fu Houqiang Li Jiebo Luo 16 11 0 06 Sep 2021
NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo Yi Wei Shaohui Liu Yongming Rao Wang Zhao Jiwen Lu Jie Zhou 43 248 0 02 Sep 2021
The Functional Correspondence Problem Zihang Lai Senthil Purushwalkam Abhinav Gupta 38 13 0 02 Sep 2021
Sparse to Dense Motion Transfer for Face Image Animation Ruiqi Zhao Tianyi Wu Guodong Guo 3DH CVBM 29 27 0 01 Sep 2021
Flow-Guided Video Inpainting with Scene Templates Dong Lao Peihao Zhu Peter Wonka G. Sundaramoorthi VGen 32 15 0 29 Aug 2021
Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes Hyeongseok Son Junyong Lee Jonghyeop Lee Sunghyun Cho Seungyong Lee 27 73 0 23 Aug 2021
Multi-Object Tracking with Hallucinated and Unlabeled Videos Daniel McKee Bing Shuai Andrew G. Berneshawi Manchen Wang Davide Modolo Svetlana Lazebnik Joseph Tighe VOT 19 7 0 19 Aug 2021
Click to Move: Controlling Video Generation with Sparse Motion Pierfrancesco Ardino Marco De Nadai Bruno Lepri Elisa Ricci Stéphane Lathuilière 3DV VGen 16 11 0 19 Aug 2021
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement Philipp Lindenberger Paul-Edouard Sarlin Viktor Larsson Marc Pollefeys 3DV 31 192 0 18 Aug 2021
Deep Reparametrization of Multi-Frame Super-Resolution and Denoising Goutam Bhat Martin Danelljan Feng Yu Luc Van Gool Radu Timofte SupR 32 60 0 18 Aug 2021
Temporal Kernel Consistency for Blind Video Super-Resolution Li Xiang Royson Lee Mohamed S. Abdelfattah Nicholas D. Lane Hongkai Wen SupR 29 0 0 18 Aug 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 26 41 0 18 Aug 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 36 227 0 16 Aug 2021
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation Jun-ho Park Chulwoo Lee Chang-Su Kim 33 150 0 15 Aug 2021
PICCOLO: Point Cloud-Centric Omnidirectional Localization Junho Kim Changwoon Choi Hojun Jang Y. Kim 3DPC 29 12 0 14 Aug 2021
TF-Blender: Temporal Feature Blender for Video Object Detection Yiming Cui Liqi Yan Zhiwen Cao Dongfang Liu ViT 53 100 0 12 Aug 2021
UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing Meng Cao Haozhi Huang Hao Wang X. Wangb Li Shen Sheng Wangc Linchao Bao Zhifeng Li Jiebo Luo DiffM CVBM 28 15 0 12 Aug 2021
DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes Dongki Jung Jaehoon Choi Yonghan Lee Deok-Won Kim Changick Kim Tianyi Zhou Donghwan Lee 3DV MDE 27 3 0 12 Aug 2021
Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos Jiaojiao Fang Guizhong Liu 3DPC SSL 24 0 0 09 Aug 2021
Efficient Light Field Reconstruction via Spatio-Angular Dense Network Zexi Hu H. W. F. Yeung Xiaoming Chen Yuk Ying Chung Haisheng Li 3DV 23 16 0 08 Aug 2021
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 86 130 0 06 Aug 2021
End-to-end Neural Video Coding Using a Compound Spatiotemporal Representation Haojie Liu Ming Lu Zhiqi Chen Xun Cao Zhan Ma Yao Wang 28 31 0 05 Aug 2021
Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests Siqi Wang Guang Yu Zhiping Cai Xinwang Liu En Zhu Jianping Yin 36 4 0 05 Aug 2021
Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement Guang Yu Siqi Wang Zhiping Cai Xinwang Liu Chuanfu Xu Cheng-Feng Wu 35 32 0 04 Aug 2021
I2V-GAN: Unpaired Infrared-to-Visible Video Translation Shuang Li Bingfeng Han Zhengyang Yu Chi Harold Liu Kai Chen Shuigen Wang 26 44 0 02 Aug 2021
Temporal Feature Warping for Video Shadow Detection Shi Hu Hieu M. Le Dimitris Samaras 16 9 0 29 Jul 2021
From Continuity to Editability: Inverting GANs with Consecutive Images Yangyang Xu Yong Du Wenpeng Xiao Xuemiao Xu Shengfeng He 90 36 0 29 Jul 2021
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection Xinyang Feng Dongjin Song Yuncong Chen Zhengzhang Chen Jingchao Ni Haifeng Chen ViT 27 69 0 29 Jul 2021