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
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 38 185 0 11 Dec 2020
Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography Lang Nie Chunyu Lin K. Liao Yao Zhao 39 25 0 11 Dec 2020
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation Daizong Liu Shuangjie Xu Xiao-Yang Liu Zichuan Xu Wei Wei Pan Zhou VOS 26 21 0 10 Dec 2020
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 29 89 0 09 Dec 2020
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object Detection Jing Liu Weikang Wang Peiguang Jing Xiaokang Yang 29 22 0 09 Dec 2020
Understanding Action Sequences based on Video Captioning for Learning-from-Observation Iori Yanokura Naoki Wake Kazuhiro Sasabuchi Katsushi Ikeuchi Masayuki Inaba 30 4 0 09 Dec 2020
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times Omer Dahary M. Jacoby A. Bronstein 19 5 0 08 Dec 2020
Bifold and Semantic Reasoning for Pedestrian Behavior Prediction Amir Rasouli Mohsen Rohani Jun Luo 48 52 0 06 Dec 2020
Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos Liangjian Chen Shih-Yao Lin Yusheng Xie Yen-Yu Lin Xiaohui Xie 3DH 41 22 0 06 Dec 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang Michael Maire SSL 21 74 0 05 Dec 2020
EVRNet: Efficient Video Restoration on Edge Devices Sachin Mehta Amit Kumar F. Reda Varun Nasery Vikram Mulukutla Rakesh Ranjan Vikas Chandra 12 11 0 03 Dec 2020
Dual Refinement Feature Pyramid Networks for Object Detection Jialiang Ma Bin Chen ObjD 17 25 0 03 Dec 2020
Learning to Transfer Visual Effects from Videos to Images Christopher Thomas Yale Song Adriana Kovashka 19 2 0 03 Dec 2020
PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds Yi Wei Ziyi Wang Yongming Rao Jiwen Lu Jie Zhou 3DPC 29 98 0 02 Dec 2020
RAFT-3D: Scene Flow using Rigid-Motion Embeddings Zachary Teed Jia Deng VGen 3DPC 23 129 0 01 Dec 2020
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning Kunming Luo Chuan Wang Shuaicheng Liu Haoqiang Fan Jue Wang Jian Sun MDE 27 75 0 01 Dec 2020
Nothing But Geometric Constraints: A Model-Free Method for Articulated Object Pose Estimation Qihao Liu Weichao Qiu Weiyao Wang Gregory Hager Alan Yuille 29 27 0 30 Nov 2020
Cost Function Unrolling in Unsupervised Optical Flow Gal Lifshitz D. Raviv 45 3 0 30 Nov 2020
Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes Zhengqi Li Simon Niklaus Noah Snavely Oliver Wang 62 793 0 26 Nov 2020
Betrayed by Motion: Camouflaged Object Discovery via Motion Segmentation Hala Lamdouar Charig Yang Weidi Xie Andrew Zisserman 19 79 0 23 Nov 2020
Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition Shuyang Gu Jianmin Bao Dong Chen 28 2 0 22 Nov 2020
RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth Uncertainty Benjamin Graham David Novotny 3DV 16 4 0 20 Nov 2020
HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects Suihanjin Yu Youming Zhang Chen Wang Xiao Bai Liang Zhang Edwin R. Hancock 27 3 0 19 Nov 2020
Exploring Self-Attention for Visual Odometry H. Damirchi Rooholla Khorrambakht H. Taghirad 21 8 0 17 Nov 2020
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 35 33 0 16 Nov 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 24 190 0 12 Nov 2020
Self-supervised Segmentation via Background Inpainting Isinsu Katircioglu Helge Rhodin Victor Constantin Jorg Sporri Mathieu Salzmann Pascal Fua 19 8 0 11 Nov 2020
Decoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video Bo Li Sam Leroux Pieter Simoens 19 33 0 10 Nov 2020
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition Vinoj Jayasundara D. Roy Basura Fernando 3DPC 26 3 0 08 Nov 2020
All-Weather Object Recognition Using Radar and Infrared Sensing Marcel Sheeny 38 1 0 30 Oct 2020
SMOT: Single-Shot Multi Object Tracking Wei Li Yuanjun Xiong Shuo Yang Siqi Deng Wei Xia VOT 30 8 0 30 Oct 2020
GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video V. Krishna Anirudh Joshi P. Bulterys Eric Yang A. Ng Pranav Rajpurkar MedIm 12 1 0 28 Oct 2020
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Jianyuan Wang Yiran Zhong Yuchao Dai Kaihao Zhang Pan Ji Hongdong Li 18 72 0 28 Oct 2020
EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual Songyan Zhang Zhicheng Wang Qiang-qiang Wang Jinshuo Zhang Gang Wei Xuming Hu 3DPC 9 0 0 26 Oct 2020
Coherent Loss: A Generic Framework for Stable Video Segmentation Mingyang Qian Yi Fu Xiao Tan Yingying Li Jinqing Qi Huchuan Lu Shilei Wen Errui Ding VOS 14 0 0 25 Oct 2020
Learning to Guide Local Feature Matches François Darmon Mathieu Aubry P. Monasse 3DV 35 11 0 21 Oct 2020
Pedestrian Intention Prediction: A Multi-task Perspective Smail Ait Bouhsain Saeed Saadatnejad Alexandre Alahi 35 27 0 20 Oct 2020
Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation Tang Yi Li Yuan Wenbin Zou 21 4 0 20 Oct 2020
The STDyn-SLAM: A stereo vision and semantic segmentation approach for SLAM in dynamic outdoor environments Daniel R. Esparza G. Flores 44 23 0 19 Oct 2020
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 33 9 0 18 Oct 2020
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation Sunghyun Park Kangyeol Kim Junsoo Lee Jaegul Choo Joonseok Lee Sookyung Kim Edward Choi 29 54 0 16 Oct 2020
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset Keshav Bhandari Mario A. DeLaGarza Ziliang Zong Hugo Latapie Yan Yan EgoV 13 5 0 15 Oct 2020
Revisiting Optical Flow Estimation in 360 Videos Keshav Bhandari Ziliang Zong Yan Yan 3DPC 14 16 0 15 Oct 2020
Deep Learning in Ultrasound Elastography Imaging Hongliang Li Manish Bhatt Zhen Qu Shiming Zhang Martin C. Hartel A. Khademhosseini G. Cloutier 22 0 0 14 Oct 2020
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection Nian Liu Ni Zhang Ling Shao Junwei Han 24 97 0 12 Oct 2020
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching Fatemeh Azimi Stanislav Frolov Federico Raue Jörn Hees Andreas Dengel VOS 27 3 0 10 Oct 2020
Robust Instance Tracking via Uncertainty Flow Jianing Qian Junyu Nan Siddharth Ancha Brian Okorn David Held 29 2 0 09 Oct 2020
Generating the Cloud Motion Winds Field from Satellite Cloud Imagery Using Deep Learning Approach Chao Tan 17 1 0 03 Oct 2020
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation Alina Marcu Vlad Licaret Dragos Costea Marius Leordeanu 18 17 0 02 Oct 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 12 9 0 29 Sep 2020