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
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 26 1 0 25 Mar 2023
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Shao-Yuan Lo Poojan Oza Sumanth Chennupati Alejandro Galindo Vishal M. Patel 45 12 0 25 Mar 2023
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling Jisoo Jeong H. Cai Risheek Garrepalli Fatih Porikli 61 11 0 24 Mar 2023
GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning Zhenyu Xie Zaiyu Huang Xin Dong Fuwei Zhao Haoye Dong Xijin Zhang Feida Zhu Xiaodan Liang 3DH 21 91 0 24 Mar 2023
Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion Haisong Liu Tao Lu Yihui Xu Jia-Wei Liu Limin Wang 41 10 0 21 Mar 2023
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI Abdallah Zaid Alkilani Tolga Çukur E. Saritas MedIm AAML 26 4 0 18 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 38 69 0 17 Mar 2023
Learning Physical-Spatio-Temporal Features for Video Shadow Removal Zhihao Chen Liang Wan Yefan Xiao Lei Zhu Huazhu Fu 36 7 0 16 Mar 2023
Fully neuromorphic vision and control for autonomous drone flight Federico Paredes-Valles J. Hagenaars Julien Dupeyroux S. Stroobants Ying Xu Guido de Croon 27 36 0 15 Mar 2023
Rethinking Optical Flow from Geometric Matching Consistent Perspective Qiaole Dong Chenjie Cao Yanwei Fu 27 33 0 15 Mar 2023
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Weikang Bian Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 89 73 0 15 Mar 2023
InstMove: Instance Motion for Object-centric Video Segmentation Qihao Liu Junfeng Wu Yi-Xin Jiang Xiang Bai Alan Yuille S. Bai OCL VOS 39 6 0 14 Mar 2023
You Can Ground Earlier than See: An Effective and Efficient Pipeline for Temporal Sentence Grounding in Compressed Videos Xiang Fang Daizong Liu Pan Zhou Guoshun Nan 25 37 0 14 Mar 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow Hanyu Zhou Yi Chang Wending Yan Luxin Yan 24 10 0 14 Mar 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 35 3 0 14 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving Shuai Yuan Shuzhi Yu Hannah Kim Carlo Tomasi 3DPC 29 6 0 10 Mar 2023
Automated crack propagation measurement on asphalt concrete specimens using an optical flow-based deep neural network Zehui Zhu Imad L. Al-Qadi 16 4 0 10 Mar 2023
3D Cinemagraphy from a Single Image Xingyi Li Z. Cao Huiqiang Sun Jianming Zhang Ke Xian Guo-Shing Lin 3DV VGen 31 25 0 10 Mar 2023
Multi-level Memory-augmented Appearance-Motion Correspondence Framework for Video Anomaly Detection Xiangyu Huang Caidan Zhao Jinghui Yu Chenxing Gao Zhiqiang Wu 31 4 0 09 Mar 2023
Diversity-Measurable Anomaly Detection Wenrui Liu Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 32 56 0 09 Mar 2023
Tsanet: Temporal and Scale Alignment for Unsupervised Video Object Segmentation Seunghoon Lee Suhwan Cho Dogyoon Lee Minhyeok Lee Sangyoun Lee VOS 22 3 0 08 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 24 1 0 08 Mar 2023
Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo Lukas Mehl Jenny Schmalfuss Azin Jahedi Yaroslava Nalivayko Andrés Bruhn VGen 36 57 0 03 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 27 82 0 02 Mar 2023
Self-supervised Cloth Reconstruction via Action-conditioned Cloth Tracking Zixuan Huang Xingyu Lin David Held 34 13 0 19 Feb 2023
Hyperspectral Image Super Resolution with Real Unaligned RGB Guidance Zeqiang Lai Ying Fu Jun Zhang 18 12 0 13 Feb 2023
Recurrence With Correlation Network for Medical Image Registration Vignesh Sivan Teodora Vujovic R. Ranabhat Alexander Wong S. McLachlin M. Hardisty 23 2 0 05 Feb 2023
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Shashank Agnihotri Steffen Jung M. Keuper AAML 37 21 0 04 Feb 2023
Making Reconstruction-based Method Great Again for Video Anomaly Detection Yizhou Wang Can Qin Yue Bai Yi Xu Xu Ma Yun Fu ViT 29 18 0 28 Jan 2023
$Optical Flow Estimation in 360$^\circ$ Videos: Dataset, Model and Application$ Optical Flow Estimation in 360 $^\circ$ Videos: Dataset, Model and Application Bin Duan Keshav Bhandari Gaowen Liu Yan Yan 21 0 0 27 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
Efficient Flow-Guided Multi-frame De-fencing Stavros Tsogkas Feng Zhang Allan D. Jepson Alex Levinshtein 16 1 0 25 Jan 2023
Unsupervised Light Field Depth Estimation via Multi-view Feature Matching with Occlusion Prediction Shansi Zhang Nan Meng E. Lam 3DV MDE 24 11 0 20 Jan 2023
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation Junyu Zhu Lina Liu Yong Liu Wanlong Li Feng Wen Hongbo Zhang MDE 25 2 0 20 Jan 2023
Real-Time Viewport-Aware Optical Flow Estimation in 360-degree Videos for Visually-Induced Motion Sickness Mitigation Zekun Cao Regis Kopper 12 3 0 18 Jan 2023
Deep Dynamic Scene Deblurring from Optical Flow Jiawei Zhang Jin-shan Pan Daoye Wang Shangchen Zhou Xing Wei Zhao Furong Jianbo Liu Jimmy S. J. Ren 20 17 0 18 Jan 2023
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature Refinement Jiafan Zhuang Zilei Wang Junjie Li VOS 17 1 0 10 Jan 2023
Deep Planar Parallax for Monocular Depth Estimation H. Liang Zhichao Li Y. Yang Naiyan Wang MDE 28 0 0 09 Jan 2023
Interactive Control over Temporal Consistency while Stylizing Video Streams Sumit Shekhar M. Reimann Moritz Hilscher Amir Semmo Jürgen Döllner Matthias Trapp 22 1 0 02 Jan 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 26 0 0 29 Dec 2022
SALVE: Self-supervised Adaptive Low-light Video Enhancement Zohreh Azizi Ct Kuo 27 4 0 22 Dec 2022
CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks Jiangpeng Li Y. Niu 34 0 0 20 Dec 2022
ColoristaNet for Photorealistic Video Style Transfer Xiaowen Qiu Ruize Xu Boan He Yingtao Zhang Wenqiang Zhang Weifeng Ge 24 0 0 19 Dec 2022
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time Elena Burceanu Marius Leordeanu VOS 32 0 0 15 Dec 2022
Cross-Domain Video Anomaly Detection without Target Domain Adaptation Abhishek Aich Kuan-Chuan Peng A. Roy-Chowdhury 29 24 0 14 Dec 2022
Adversarially Robust Video Perception by Seeing Motion Lingyu Zhang Chengzhi Mao Junfeng Yang Carl Vondrick VGen AAML 44 2 0 13 Dec 2022
Ego Vehicle Speed Estimation using 3D Convolution with Masked Attention Athul M. Mathew Thariq Khalid 18 2 0 11 Dec 2022
Motion and Context-Aware Audio-Visual Conditioned Video Prediction Yating Xu Conghui Hu G. Lee VGen 40 0 0 09 Dec 2022
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming Yang Deqing Sun 35 8 0 04 Dec 2022
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction G. L. Moing Jean Ponce Cordelia Schmid 19 6 0 25 Nov 2022