FlowNet: Learning Optical Flow with Convolutional Networks

26 April 2015

Alexey Dosovitskiy

Patrick van der Smagt

Daniel Cremers

Thomas Brox

3DPC

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Papers citing "FlowNet: Learning Optical Flow with Convolutional Networks"

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Title
Neural Particle Image Velocimetry N. Stulov Michael Chertkov 23 7 0 28 Jan 2021
DeepOIS: Gyroscope-Guided Deep Optical Image Stabilizer Compensation Haipeng Li Shuaicheng Liu Jue Wang 16 10 0 27 Jan 2021
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion Josip Saric Sacha Vrazic Sinisa Segvic 41 4 0 26 Jan 2021
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow Sergiu Mocanu A. Moody A. Khademi MedIm 23 13 0 24 Jan 2021
SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation Brendan Duke Abdalla Ahmed Christian Wolf P. Aarabi Graham W. Taylor VOS 22 164 0 21 Jan 2021
Object Tracking by Detection with Visual and Motion Cues Niels Ole Salscheider VOT 27 5 0 19 Jan 2021
Temporal Spatial-Adaptive Interpolation with Deformable Refinement for Electron Microscopic Images Zejin Wang Guodong Sun Lina Zhang Guoqing Li Hua Han 24 1 0 17 Jan 2021
Self-Supervised Representation Learning from Flow Equivariance Yuwen Xiong Mengye Ren Wenyuan Zeng R. Urtasun SSL 29 28 0 16 Jan 2021
Data-Driven Protection Levels for Camera and 3D Map-based Safe Urban Localization Shubh Gupta Grace Gao 29 5 0 16 Jan 2021
Optical Flow Estimation via Motion Feature Recovery Yang Jiao Guangming Shi T. Tran 19 4 0 16 Jan 2021
Binary TTC: A Temporal Geofence for Autonomous Navigation Abhishek Badki Orazio Gallo Jan Kautz P. Sen 68 31 0 12 Jan 2021
Learning to Segment Rigid Motions from Two Frames Gengshan Yang Deva Ramanan 122 56 0 11 Jan 2021
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders I. Sledge Matthew S. Emigh Jonathan L. King Denton L. Woods J. T. Cobb José C. Príncipe 33 17 0 10 Jan 2021
Local Memory Attention for Fast Video Semantic Segmentation M. Paul Martin Danelljan Luc Van Gool Radu Timofte VOS 24 32 0 05 Jan 2021
Spatial Attention Improves Iterative 6D Object Pose Estimation Stefan Stevšić Otmar Hilliges 3DPC 50 7 0 05 Jan 2021
Bilateral Grid Learning for Stereo Matching Networks Binfeng Xu Yuhua Xu Xiaoli Yang Wei Jia Yulan Guo 54 81 0 01 Jan 2021
Deep Neural Models for color discrimination and color constancy Alban Flachot A. Akbarinia Heiko H. Schutt R. Fleming Felix Wichmann K. Gegenfurtner 19 2 0 28 Dec 2020
Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction Delphine Poux B. Allaert Nacim Ihaddadene Ioan Marius Bilasco Chaabane Djéraba Bennamoun CVBM 3DH 32 36 0 24 Dec 2020
YolactEdge: Real-time Instance Segmentation on the Edge Haotian Liu Rafael Rivera Soto Fanyi Xiao Yong Jae Lee ISeg SSeg 39 59 0 22 Dec 2020
An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge Hongxia Xie Ling Lo Hong-Han Shuai Wen-Huang Cheng 57 37 0 21 Dec 2020
PointINet: Point Cloud Frame Interpolation Network Fan Lu Guang Chen Sanqing Qu Zhijun Li Yinlong Liu Alois C. Knoll 3DPC 53 26 0 18 Dec 2020
Artificial Dummies for Urban Dataset Augmentation Antonín Vobecký David Hurych Michal Uřičář P. Pérez Josef Sivic 3DH 21 15 0 15 Dec 2020
Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation Feixiang Lu Zongdai Liu Huixin Miao Peng Wang Liangjun Zhang Ruigang Yang Tianyi Zhou Bin Zhou 38 0 0 15 Dec 2020
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos Emanuela Haller A. Florea Marius Leordeanu VOS 33 8 0 13 Dec 2020
Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography Lang Nie Chunyu Lin K. Liao Yao Zhao 45 25 0 11 Dec 2020
Optimization-Inspired Learning with Architecture Augmentations and Control Mechanisms for Low-Level Vision Risheng Liu Zhu Liu Pan Mu Xin-Yue Fan Zhongxuan Luo 29 5 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 35 89 0 09 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 39 33 0 09 Dec 2020
Transformer Guided Geometry Model for Flow-Based Unsupervised Visual Odometry Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 194 26 0 08 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
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images K. Yan Jinzheng Cai D. Jin S. Miao Dazhou Guo Adam P. Harrison Youbao Tang Jing Xiao Jingjing Lu Le Lu MedIm 27 83 0 04 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
Motion-based Camera Localization System in Colonoscopy Videos Heming Yao R. Stidham Zijun Gao Jonathan Gryak Kayvan Najarian 29 17 0 03 Dec 2020
Chair Segments: A Compact Benchmark for the Study of Object Segmentation Leticia Pinto-Alva Ian K. Torres Rosangel Garcia Ziyan Yang Vicente Ordonez 25 1 0 02 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
PWCLO-Net: Deep LiDAR Odometry in 3D Point Clouds Using Hierarchical Embedding Mask Optimization Guangming Wang Xin Wu Zhe Liu Hesheng Wang 3DPC 30 65 0 02 Dec 2020
Open-Ended Multi-Modal Relational Reasoning for Video Question Answering Haozheng Luo Ruiyang Qin Chenwei Xu Guo Ye Zening Luo 64 5 0 01 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
Cost Function Unrolling in Unsupervised Optical Flow Gal Lifshitz D. Raviv 50 3 0 30 Nov 2020
RegFlow: Probabilistic Flow-based Regression for Future Prediction Maciej Ziȩba Marcin Przewiȩźlikowski Marek Śmieja Jacek Tabor Tomasz Trzciñski Przemysław Spurek AI4TS AI4CE 56 11 0 30 Nov 2020
Self-Supervised Real-to-Sim Scene Generation Aayush Prakash Shoubhik Debnath Jean-Francois Lafleche Eric Cameracci Gavriel State Stan Birchfield M. Law 37 26 0 30 Nov 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 66 839 0 28 Nov 2020
Discovering Hidden Physics Behind Transport Dynamics Peirong Liu Lin Tian Yubo Zhang S. Aylward Yueh Z. Lee Marc Niethammer DiffM MedIm 28 8 0 24 Nov 2020
Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition Shuyang Gu Jianmin Bao Dong Chen 28 2 0 22 Nov 2020
Joint Representation of Temporal Image Sequences and Object Motion for Video Object Detection Junho Koh Jaekyum Kim Younji Shin Byeongwon Lee Seungji Yang J. Choi 16 2 0 20 Nov 2020
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation Yair Kittenplon Yonina C. Eldar D. Raviv 3DPC 37 115 0 19 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
Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li SSL 25 672 0 18 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