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
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 30 6 0 29 Nov 2023
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow Zhaoying Pan Daniel Geng Andrew Owens MDE 15 8 0 28 Nov 2023
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences Shangkun Sun Jiaming Liu Thomas H. Li Huaxia Li Guoqing Liu Wei-Nan Gao 19 3 0 28 Nov 2023
GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation Yuxiang Guo Anshul B. Shah Jiang-Long Liu Ayush Gupta Rama Chellappa Cheng-Fang Peng CVBM 23 4 0 27 Nov 2023
Neural Style Transfer for Computer Games E. Ioannou Steve Maddock 13 2 0 24 Nov 2023
MaskFlow: Object-Aware Motion Estimation Aria Ahmadi D. R. M. Walton Tim Atherton Çağatay Dikici 3DPC 13 0 0 21 Nov 2023
Amodal Optical Flow Maximilian Luz Rohit Mohan Ahmed Rida Sekkat Oliver Sawade Elmar Matthes Thomas Brox Abhinav Valada 25 0 0 13 Nov 2023
How to Do Machine Learning with Small Data? -- A Review from an Industrial Perspective I. Kraljevski Yong Chul Ju Dmitrij Ivanov Constanze Tschope M. Wolff AI4CE 20 4 0 13 Nov 2023
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence Dehao Qin R. Saha Suren Jayasuriya Jinwei Ye Nianyi Li VOS 28 0 0 06 Nov 2023
CCMR: High Resolution Optical Flow Estimation via Coarse-to-Fine Context-Guided Motion Reasoning Azin Jahedi Maximilian Luz Marc Rivinius Andrés Bruhn 22 2 0 05 Nov 2023
FLODCAST: Flow and Depth Forecasting via Multimodal Recurrent Architectures Andrea Ciamarra Federico Becattini Lorenzo Seidenari A. Bimbo 33 0 0 31 Oct 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 29 7 0 26 Oct 2023
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection Yuxin Cao Yian Li Yumeng Zhu Derui Wang Minhui Xue CVBM 3DH 3DPC 19 2 0 25 Oct 2023
Breaking of brightness consistency in optical flow with a lightweight CNN network Yicheng Lin Shuo Wang Yunlong Jiang Bin Han 14 6 0 24 Oct 2023
RGM: A Robust Generalizable Matching Model Songyan Zhang Xinyu Sun Hao Chen Bo Li Chunhua Shen 16 0 0 18 Oct 2023
Uncovering wall-shear stress dynamics from neural-network enhanced fluid flow measurements Esther Lagemann Steven L. Brunton Christian Lagemann 24 4 0 17 Oct 2023
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition Jie Zhu Yuan Zong Jingang Shi Cheng Lu Hongli Chang Wenming Zheng 20 1 0 07 Oct 2023
WAIT: Feature Warping for Animation to Illustration video Translation using GANs Samet Hicsonmez Nermin Samet Fidan Samet Oguz Bakir Emre Akbas Pinar Duygulu DiffM VGen 41 1 0 07 Oct 2023
Skin the sheep not only once: Reusing Various Depth Datasets to Drive the Learning of Optical Flow Sheng-Chi Huang Wei-Chen Chiu 29 0 0 03 Oct 2023
RPEFlow: Multimodal Fusion of RGB-PointCloud-Event for Joint Optical Flow and Scene Flow Estimation Zhexiong Wan Yuxin Mao Jing Zhang Yuchao Dai 3DPC 28 22 0 26 Sep 2023
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Fei Pan Xu Yin Seokju Lee Axi Niu Sungeui Yoon In So Kweon 29 1 0 21 Sep 2023
Viewpoint Integration and Registration with Vision Language Foundation Model for Image Change Understanding Xiaonan Lu Jianlong Yuan Ruigang Niu Yuan Hu Fan Wang 21 1 0 15 Sep 2023
MPI-Flow: Learning Realistic Optical Flow with Multiplane Images Yingping Liang Jiaming Liu Debing Zhang Ying Fu 38 7 0 13 Sep 2023
Joint Self-supervised Depth and Optical Flow Estimation towards Dynamic Objects Zhengyang Lu Ying Chen 3DPC MDE 29 12 0 07 Sep 2023
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation Zhexiao Xiong Feng Qiao Yu Zhang Nathan Jacobs 27 2 0 04 Sep 2023
AccFlow: Backward Accumulation for Long-Range Optical Flow Guangyang Wu Xiaohong Liu Kunming Luo Xi Liu Qingqing Zheng Shuaicheng Liu Xinyang Jiang Guangtao Zhai Wenyi Wang 25 17 0 25 Aug 2023
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration Di Wang Jinyuan Liu Long Ma Risheng Liu Xin-Yue Fan 26 18 0 22 Aug 2023
The Devil in the Details: Simple and Effective Optical Flow Synthetic Data Generation Byung-Ki Kwon Kim Sung-Bin Tae-Hyun Oh 23 1 0 14 Aug 2023
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous Driving Zhonghua Yi Haowen Shi Kailun Yang Qi Jiang Yaozu Ye Ze Wang Huajian Ni Kaiwei Wang 3DPC 20 9 0 14 Aug 2023
Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation Yichen Yuan Yifan Wang Lijun Wang Xiaoqi Zhao Huchuan Lu Yu Wang Wei Su Lei Zhang VOS 24 7 0 13 Aug 2023
LadleNet: A Two-Stage UNet for Infrared Image to Visible Image Translation Guided by Semantic Segmentation Tonghui Zou Lei Chen 12 0 0 12 Aug 2023
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammed Shafique AAML 26 21 0 11 Aug 2023
RIGID: Recurrent GAN Inversion and Editing of Real Face Videos Yangyang Xu Shengfeng He Kwan-Yee K. Wong Ping Luo 32 9 0 11 Aug 2023
DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds Chensheng Peng Guangming Wang Xian Wan Lo Xin Wu Chenfeng Xu M. Tomizuka Wei Zhan Hesheng Wang 3DPC 27 8 0 08 Aug 2023
DefCor-Net: Physics-Aware Ultrasound Deformation Correction Zhongliang Jiang Yue Zhou Dongliang Cao Nassir Navab 22 11 0 07 Aug 2023
Video-based Person Re-identification with Long Short-Term Representation Learning Xuehu Liu Pingping Zhang Huchuan Lu 19 13 0 07 Aug 2023
Learning Fine-Grained Features for Pixel-wise Video Correspondences Rui Li Shenglong Zhou Dong Liu 19 6 0 06 Aug 2023
MVFlow: Deep Optical Flow Estimation of Compressed Videos with Motion Vector Prior Shili Zhou Xuhao Jiang Weimin Tan Ruian He Bo Yan 29 4 0 03 Aug 2023
Gated Driver Attention Predictor Tianci Zhao Xue Bai Jianwu Fang Jianru Xue 34 2 0 01 Aug 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 42 36 0 28 Jul 2023
Attentive Multimodal Fusion for Optical and Scene Flow Youjie Zhou Guofeng Mei Yiming Wang Fabio Poiesi Yi Wan 3DPC 23 1 0 28 Jul 2023
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking Yang Zheng Adam W. Harley Bokui Shen Gordon Wetzstein Leonidas J. Guibas 29 123 0 27 Jul 2023
A Memory-Augmented Multi-Task Collaborative Framework for Unsupervised Traffic Accident Detection in Driving Videos Rongqin Liang Yuanman Li Yingxin Yi Jiantao Zhou Xia Li 11 2 0 27 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 36 23 0 24 Jul 2023
Dyn-E: Local Appearance Editing of Dynamic Neural Radiance Fields Shangzhan Zhang Sida Peng Yinji ShenTu Qing Shuai Tianrun Chen Kaicheng Yu Hujun Bao Xiaowei Zhou 69 7 0 24 Jul 2023
CoTracker: It is Better to Track Together Nikita Karaev Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht VOT ViT 51 246 0 14 Jul 2023
Offline and Online Optical Flow Enhancement for Deep Video Compression Chuanbo Tang Xihua Sheng Zhuoyuan Li Haotian Zhang Li Li Dong Liu 19 13 0 11 Jul 2023
Towards Anytime Optical Flow Estimation with Event Cameras Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 67 3 0 11 Jul 2023
SketchMetaFace: A Learning-based Sketching Interface for High-fidelity 3D Character Face Modeling Zhongjin Luo Dong Du Heming Zhu Yizhou Yu Hongbo Fu Xiaoguang Han 3DH CVBM 16 2 0 03 Jul 2023
Boost Video Frame Interpolation via Motion Adaptation Haoning Wu Xiaoyun Zhang Weidi Xie Ya-Qin Zhang Yanfeng Wang 23 3 0 24 Jun 2023