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
Unsupervised Deformable Ultrasound Image Registration and Its Application for Vessel Segmentation Fnu Abhimanyu A. Orekhov Ananya Bal J. Galeotti Howie Choset 20 1 0 23 Jun 2023
Shape-Constraint Recurrent Flow for 6D Object Pose Estimation Yang Hai Rui Song Jiaojiao Li Yinlin Hu 3DPC 19 22 0 23 Jun 2023
FlowBot++: Learning Generalized Articulated Objects Manipulation via Articulation Projection Harry Zhang Ben Eisner David Held 3DPC 28 33 0 22 Jun 2023
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision Xihua Sheng Li Li Dong Liu Houqiang Li 3DH 45 12 0 19 Jun 2023
CANDID: Correspondence AligNment for Deep-burst Image Denoising Arijit Mallick Raphael Braun Hendrik PA Lensch 14 0 0 16 Jun 2023
Deformation Monitoring of Tunnel using Phase-based Motion Magnification and Optical Flow Kecheng Chen Hiroshi Kogi Kenichi Soga 11 0 0 15 Jun 2023
SplatFlow: Learning Multi-frame Optical Flow via Splatting Bo Wang Yi-Feng Zhang Jian Li Yang Yu Zhenping Sun Li Liu Dewen Hu 21 8 0 15 Jun 2023
TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement Carl Doersch Yi Yang Mel Vecerík Dilara Gokay Ankush Gupta Y. Aytar João Carreira Andrew Zisserman 31 148 0 14 Jun 2023
UIERL: Internal-External Representation Learning Network for Underwater Image Enhancement Zhengyong Wang Liquan Shen Yihan Yu Yuan Hui 22 4 0 14 Jun 2023
DocAligner: Annotating Real-world Photographic Document Images by Simply Taking Pictures Jiaxin Zhang Bangdong Chen Hiuyi Cheng Fengjun Guo Kai Ding Lianwen Jin 24 6 0 09 Jun 2023
DIFT: Dynamic Iterative Field Transforms for Memory Efficient Optical Flow Risheek Garrepalli Jisoo Jeong R. C. Ravindran J. Lin Fatih Porikli 17 7 0 09 Jun 2023
Tracking Everything Everywhere All at Once Qianqian Wang Yen-Yu Chang Ruojin Cai Zhengqi Li Bharath Hariharan Aleksander Holynski Noah Snavely 11 145 0 08 Jun 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Yijin Li Hongwei Qin Jifeng Dai Xiaogang Wang Hongsheng Li 33 4 0 08 Jun 2023
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time Marco Braun Moritz Luszek M. Meuter Dominic Spata Kevin Kollek A. Kummert 32 1 0 08 Jun 2023
VR.net: A Real-world Dataset for Virtual Reality Motion Sickness Research Elliott Wen Chitralekha Gupta P. Sasikumar Mark Billinghurst James P Wilmott Emily Skow Arindam Dey Suranga Nanayakkara 27 11 0 06 Jun 2023
Color-aware Deep Temporal Backdrop Duplex Matting System Hendrik Hachmann Bodo Rosenhahn 19 0 0 05 Jun 2023
Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data Nikolay Patakin Mikhail Romanov Anna Vorontsova M. Artemyev Anton Konushin MDE 46 6 0 05 Jun 2023
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features Weikang Bian Zhaoyang Huang Xiaoyu Shi Yitong Dong Yijin Li Hongsheng Li 19 6 0 03 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 33 78 0 02 Jun 2023
Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization Doyeon Kim Eunji Ko Hyunsung Kim Yunji Kim Junho Kim Dong Min Junmo Kim Sung Ju Hwang DiffM VGen 35 1 0 30 May 2023
GMSF: Global Matching Scene Flow Yushan Zhang Johan Edstedt Bastian Wandt Per-Erik Forssén Maria Magnusson M. Felsberg 35 9 0 27 May 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 33 49 0 23 May 2023
MFT: Long-Term Tracking of Every Pixel Michal Neoral Jonas Serych Juan E. Sala Matas VOT 14 42 0 22 May 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Xingang Pan A. Tewari Thomas Leimkuhler Lingjie Liu Abhimitra Meka Christian Theobalt DiffM 54 234 0 18 May 2023
Modelling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network Zitang Sun Yen-Ju Chen Yung-Hao Yang Shinýa Nishida 3DH 25 0 0 16 May 2023
Distracting Downpour: Adversarial Weather Attacks for Motion Estimation Jenny Schmalfuss Lukas Mehl Andrés Bruhn AAML 31 16 0 11 May 2023
Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving Xiaosong Jia Peng Wu Li Chen Jiangwei Xie Conghui He Junchi Yan Hongyang Li 48 93 0 10 May 2023
Expanding Synthetic Real-World Degradations for Blind Video Super Resolution Mehran Jeelani Sadbhawna N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal 89 10 0 04 May 2023
Edge-aware Consistent Stereo Video Depth Estimation Shogo Kusano S. Jaiswal Faranak Shamsafar Masayuki Uchida Klaus Illgner-Fehns Philipp Slusallek MDE 32 1 0 04 May 2023
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization Mu-Wei Li Kanglong Fan Kede Ma 37 4 0 04 May 2023
Local and Global Contextual Features Fusion for Pedestrian Intention Prediction Mohsen Azarmi Mahdi Rezaei Tanveer Hussain Chenghao Qian 36 8 0 01 May 2023
Physical Adversarial Attacks for Surveillance: A Survey Kien Nguyen Thanh Tharindu Fernando Clinton Fookes Sridha Sridharan AAML 30 8 0 01 May 2023
EVREAL: Towards a Comprehensive Benchmark and Analysis Suite for Event-based Video Reconstruction Burak Ercan O. Eker Aykut Erdem Erkut Erdem 37 16 0 30 Apr 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 28 7 0 28 Apr 2023
SSTM: Spatiotemporal Recurrent Transformers for Multi-frame Optical Flow Estimation Fisseha Admasu Ferede M. Balasubramanian 16 3 0 26 Apr 2023
Data-driven Knowledge Fusion for Deep Multi-instance Learning Yu-Xuan Zhang Zhengchun Zhou Xingxing He A. R. Adhikary Bapi Dutta 33 1 0 24 Apr 2023
TransFlow: Transformer as Flow Learner Yawen Lu Qifan Wang Siqi Ma Tong Geng Victor Y. Chen Huaijin Chen Dongfang Liu ViT 35 45 0 23 Apr 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 13 40 0 20 Apr 2023
Adaptive Scheduling for Edge-Assisted DNN Serving Jian He Chen-Shun Yang Zhaoyuan He Ghufran Baig L. Qiu 19 0 0 19 Apr 2023
Single-View View Synthesis with Self-Rectified Pseudo-Stereo Yang Zhou Han-Zhen Wu Wenxi Liu Zheng Xiong Jing Qin Shengfeng He 3DV 13 8 0 19 Apr 2023
Motion-state Alignment for Video Semantic Segmentation Jinming Su Ruihong Yin Shuaibin Zhang Junfeng Luo 11 6 0 18 Apr 2023
Neuromorphic computing for attitude estimation onboard quadrotors S. Stroobants Julien Dupeyroux Guido de Croon 30 4 0 18 Apr 2023
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments Felix Ott Lucas Heublein David Rügamer Bernd Bischl Christopher Mutschler 16 4 0 14 Apr 2023
Unsupervised Learning Optical Flow in Multi-frame Dynamic Environment Using Temporal Dynamic Modeling Zitang Sun Shinýa Nishida Zhengbo Luo 16 1 0 14 Apr 2023
Local-Global Temporal Difference Learning for Satellite Video Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Xianyu Jin Jiang He L. Zhang Chia-Wen Lin SupR 61 80 0 10 Apr 2023
BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation Jun-ho Park Jintae Kim Chang-Su Kim 22 18 0 05 Apr 2023
CapsFlow: Optical Flow Estimation with Capsule Networks Rahul Chand Rajat Arora K. Prabhakar R. Venkatesh Babu 3DPC 6 0 0 01 Apr 2023
Learning Garment DensePose for Robust Warping in Virtual Try-On Aiyu Cui Sen He Tao Xiang Antoine Toisoul 3DH 23 5 0 30 Mar 2023
Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs M. S. Feinler B. Hahn MedIm 15 5 0 30 Mar 2023
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation Hyun-Joo Jung Zhuo Hui Lei Luo Haitao Yang Feng Liu S. Yoo Rakesh Ranjan D. Demandolx 3DPC 26 13 0 29 Mar 2023