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
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline Xianda Guo Zheng Zhu Tian Yang Beibei Lin Junjie Huang Jiankang Deng Guan Huang Jie Zhou Jiwen Lu CVBM 34 2 0 05 May 2022
Deep Video Harmonization with Color Mapping Consistency Xinyuan Lu Sheng-Chu Huang Li Niu Wenyan Cong Liqing Zhang 14 7 0 02 May 2022
ClothFormer:Taming Video Virtual Try-on in All Module Jianbin Jiang Tan Wang He Yan Junhui Liu 38 24 0 26 Apr 2022
Learning Dual-Pixel Alignment for Defocus Deblurring Yu Li Yaling Yi Dongwei Ren Qince Li W. Zuo 39 5 0 26 Apr 2022
4DAC: Learning Attribute Compression for Dynamic Point Clouds Guangchi Fang Qingyong Hu Yiling Xu Yulan Guo 3DPC 23 2 0 25 Apr 2022
Video Frame Interpolation Based on Deformable Kernel Region Haoyue Tian Pan Gao Xiaojiang Peng 16 7 0 25 Apr 2022
Simulating Fluids in Real-World Still Images Simin Fan Jingtan Piao Chen Qian Kwan-Yee Lin Hongsheng Li 3DH 19 15 0 24 Apr 2022
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency Tom Monnier Matthew Fisher Alexei A. Efros Mathieu Aubry 28 31 0 21 Apr 2022
Sequential Point Clouds: A Survey Haiyan Wang Yingli Tian 3DPC 47 5 0 20 Apr 2022
Deep Equilibrium Optical Flow Estimation Shaojie Bai Zhengyang Geng Yash Savani J. Zico Kolter 38 67 0 18 Apr 2022
2D Human Pose Estimation: A Survey Haoming Chen Runyang Feng Sifan Wu Hao Xu F. Zhou Zhenguang Liu 3DH 25 55 0 15 Apr 2022
Imposing Consistency for Optical Flow Estimation Jisoo Jeong J. Lin Fatih Porikli Nojun Kwak 16 38 0 14 Apr 2022
Joint Forecasting of Panoptic Segmentations with Difference Attention Colin Graber Cyril Jazra Wenjie Luo Liangyan Gui A. Schwing AI4TS 32 1 0 14 Apr 2022
Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories Adam W. Harley Zhaoyuan Fang Katerina Fragkiadaki 35 160 0 08 Apr 2022
A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency Xiangyu Huang Caidan Zhao Yilin Wang Zhiqiang Wu 40 15 0 08 Apr 2022
Video Demoireing with Relation-Based Temporal Consistency Peng Dai Xin Yu Lan Ma Baoheng Zhang Jia Li Wenbo Li Jiajun Shen Xiaojuan Qi 31 25 0 06 Apr 2022
Style-Based Global Appearance Flow for Virtual Try-On Sen He Yi-Zhe Song Tao Xiang 3DH 28 119 0 03 Apr 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow Zihua Zheng Ni Nie Zhi Ling Pengfei Xiong Jiangyu Liu Hongya Wang Jiankun Li MDE 34 44 0 01 Apr 2022
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow Xiuchao Sui Shaohua Li Xue Geng Yan Wu Xinxing Xu Yong Liu Rick Siow Mong Goh Erik Cambria ViT 37 95 0 31 Mar 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 35 270 0 30 Mar 2022
Long-term Video Frame Interpolation via Feature Propagation Dawit Mureja Argaw In So Kweon 35 8 0 29 Mar 2022
Dressing in the Wild by Watching Dance Videos Xin Dong Fuwei Zhao Zhenyu Xie Xijin Zhang Daniel K. Du Min Zheng Xiang Long Xiaodan Liang Jianchao Yang 3DH 27 26 0 29 Mar 2022
Learning Optical Flow, Depth, and Scene Flow without Real-World Labels Vitor Campagnolo Guizilini Kuan-Hui Lee Rares Andrei Ambrus Adrien Gaidon SSL 3DPC MDE 41 44 0 28 Mar 2022
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars Xiaoyu Xiang Jon Morton F. Reda Lucas D. Young Federico Perazzi Rakesh Ranjan Amit Kumar Andrea Colaco J. Allebach 17 1 0 28 Mar 2022
Reference-based Video Super-Resolution Using Multi-Camera Video Triplets Junyong Lee Myeonghee Lee Sunghyun Cho Seungyong Lee SupR 28 27 0 28 Mar 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 30 47 0 27 Mar 2022
Dense Continuous-Time Optical Flow from Events and Frames Mathias Gehrig Manasi Muglikar Davide Scaramuzza 37 24 0 25 Mar 2022
A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow Jenny Schmalfuss Philipp Scholze Andrés Bruhn AAML 32 19 0 24 Mar 2022
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization Yan Xu Junyi Lin Guofeng Zhang Xiaogang Wang Hongsheng Li 37 58 0 24 Mar 2022
Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels Bing Li Cheng Zheng Ge Li Guohao Li 3DPC 29 4 0 23 Mar 2022
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 17 8 0 23 Mar 2022
Unifying Motion Deblurring and Frame Interpolation with Events Xiang Zhang Lei Yu 20 80 0 23 Mar 2022
Global Matching with Overlapping Attention for Optical Flow Estimation Shiyu Zhao Long Zhao Zhixing Zhang Enyu Zhou Dimitris N. Metaxas 3DPC 33 76 0 21 Mar 2022
DiffPoseNet: Direct Differentiable Camera Pose Estimation Chethan Parameshwara Gokul Hari Cornelia Fermuller N. Sanket Yiannis Aloimonos 11 32 0 21 Mar 2022
Disentangling Architecture and Training for Optical Flow Deqing Sun Charles Herrmann F. Reda Michael Rubinstein David Fleet William T. Freeman 3DPC OOD 66 34 0 21 Mar 2022
FAR: Fourier Aerial Video Recognition D. Kothandaraman Tianrui Guan Xijun Wang Sean Hu Ming-Shun Lin Tianyi Zhou 21 13 0 21 Mar 2022
Optical Flow for Video Super-Resolution: A Survey Zhigang Tu Hongyan Li Wei Xie Yuanzhong Liu Shifu Zhang Baoxin Li Junsong Yuan SupR 27 15 0 20 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-xiong Wang Adrien Gaidon M. Hebert OCL 31 43 0 18 Mar 2022
Perspective Flow Aggregation for Data-Limited 6D Object Pose Estimation Yinlin Hu Pascal Fua Mathieu Salzmann 3DH 40 42 0 18 Mar 2022
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction Wen-Yan Lin Chengwei Zheng Jun-hai Yong F. Xu 3DH 11 34 0 15 Mar 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems Shu Hu Chunfang Liu Jayanta K. Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan 18 15 0 11 Mar 2022
Information-Theoretic Odometry Learning Sen Zhang Jing Zhang Dacheng Tao 23 5 0 11 Mar 2022
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection Yukun Su Jingliang Deng Rui Sun Guosheng Lin Qingyao Wu ViT 37 82 0 09 Mar 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 19 31 0 08 Mar 2022
Coordinate Translator for Learning Deformable Medical Image Registration Yihao Liu Lianrui Zuo Shuo Han Yuan Xue Jerry L. Prince A. Carass MedIm 27 38 0 05 Mar 2022
The Right Spin: Learning Object Motion from Rotation-Compensated Flow Fields Pia Bideau Erik Learned-Miller Cordelia Schmid Alahari Karteek OCL 22 6 0 28 Feb 2022
PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding Haowen Shi Yifan Zhou Kailun Yang Xiaoyue Yin Ze Wang Yaozu Ye Zhen-fei Yin Shi Meng Peng Li Kaiwei Wang 3DPC 50 20 0 27 Feb 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 19 5 0 26 Feb 2022
Optical flow-based branch segmentation for complex orchard environments A. You C. Grimm J. Davidson 23 9 0 26 Feb 2022
Efficient Video Segmentation Models with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang 33 0 0 24 Feb 2022