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Learning Optical Flow from a Few Matches

Learning Optical Flow from a Few Matches

Computer Vision and Pattern Recognition (CVPR), 2021
5 April 2021
Shihao Jiang
Yao Lu
Hongdong Li
Leonid Sigal
ArXiv (abs)PDFHTMLGithub (167★)

Papers citing "Learning Optical Flow from a Few Matches"

48 / 48 papers shown
Gaussians on Fire: High-Frequency Reconstruction of Flames
Gaussians on Fire: High-Frequency Reconstruction of Flames
Jakob Nazarenus
Dominik Michels
Wojtek Palubicki
Simin Kou
Fang-Lue Zhang
Soren Pirk
Reinhard Koch
3DGS
151
0
0
27 Nov 2025
Removing Cost Volumes from Optical Flow Estimators
Removing Cost Volumes from Optical Flow Estimators
Simon Kiefhaber
Stefan Roth
Simone Schaub-Meyer
173
1
0
15 Oct 2025
Efficient Correlation Volume Sampling for Ultra-High-Resolution Optical Flow Estimation
Efficient Correlation Volume Sampling for Ultra-High-Resolution Optical Flow Estimation
Karlis Martins Briedis
Markus Gross
Christopher Schroers
376
1
0
22 May 2025
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation
Gangwei Xu
Haotong Lin
Zhe Zhang
H. Luo
Haiyang Sun
Xin-She Yang
512
1
0
05 Mar 2025
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion Fields
Event-Based Video Frame Interpolation With Cross-Modal Asymmetric Bidirectional Motion FieldsComputer Vision and Pattern Recognition (CVPR), 2023
Taewoo Kim
Yujeong Chae
Hyun-Kurl Jang
Kuk-Jin Yoon
427
52
0
20 Feb 2025
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
Jinyuan Qu
Hongyang Li
Shilong Liu
Tianhe Ren
Zhaoyang Zeng
Lei Zhang
3DPC
652
9
0
27 Nov 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous
  Adaptation
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Hanyu Zhou
Yi Chang
Zhiwei Shi
Wending Yan
Gang Chen
Yonghong Tian
Luxin Yan
365
6
0
25 Sep 2024
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer
  Optical Flow
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical FlowEuropean Conference on Computer Vision (ECCV), 2024
Hongyu Wen
Erich Liang
Gaowen Liu
3DPC
287
10
0
09 Sep 2024
HMAFlow: Learning More Accurate Optical Flow via Hierarchical Motion
  Field Alignment
HMAFlow: Learning More Accurate Optical Flow via Hierarchical Motion Field Alignment
Dianbo Ma
Kousuke Imamura
Ziyan Gao
Xiangjie Wang
Satoshi Yamane
289
0
0
09 Sep 2024
Hybrid Cost Volume for Memory-Efficient Optical Flow
Hybrid Cost Volume for Memory-Efficient Optical FlowACM Multimedia (MM), 2024
Yang Zhao
Gangwei Xu
Gang Wu
383
8
0
06 Sep 2024
Shape of Motion: 4D Reconstruction from a Single Video
Shape of Motion: 4D Reconstruction from a Single Video
Qianqian Wang
Vickie Ye
Hang Gao
Weijia Zeng
Jake Austin
Zhengqi Li
Angjoo Kanazawa
VGen
677
221
0
18 Jul 2024
Pattern Guided UV Recovery for Realistic Video Garment Texturing
Pattern Guided UV Recovery for Realistic Video Garment Texturing
Youyi Zhan
Tuanfeng Y. Wang
Tianjia Shao
Kun Zhou
278
3
0
14 Jul 2024
Rethink Predicting the Optical Flow with the Kinetics Perspective
Rethink Predicting the Optical Flow with the Kinetics Perspective
Yuhao Cheng
Si-Jia Zhang
Yiqiang Yan
264
0
0
21 May 2024
Attention-aware non-rigid image registration for accelerated MR imaging
Attention-aware non-rigid image registration for accelerated MR imaging
Aya Ghoul
Jiazhen Pan
Andreas Lingg
J. Kübler
Patrick Krumm
Kerstin Hammernik
Daniel Rueckert
S. Gatidis
Thomas Kustner
MedIm
258
16
0
26 Apr 2024
Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields
  from Active Nematics
Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics
Phu N Tran
Sattvic Ray
Linnea M. Lemma
Yunrui Li
Reef Sweeney
A. Baskaran
Z. Dogic
Pengyu Hong
Michael F Hagan
266
3
0
23 Apr 2024
SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning
  Iterations
SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations
J. Lin
Jisoo Jeong
Hong Cai
Risheek Garrepalli
Kai Wang
Fatih Porikli
380
2
0
11 Apr 2024
TAPTR: Tracking Any Point with Transformers as Detection
TAPTR: Tracking Any Point with Transformers as Detection
Hongyang Li
Hao Zhang
Shilong Liu
Zhaoyang Zeng
Tianhe Ren
Feng Li
Lei Zhang
272
48
0
19 Mar 2024
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots
  Using Edge Devices
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge Devices
Zhiyong Zhang
Huaizu Jiang
H. Singh
348
17
0
15 Mar 2024
Rethinking RAFT for Efficient Optical Flow
Rethinking RAFT for Efficient Optical FlowIranian Conference on Machine Vision and Image Processing (IMVIP), 2024
Navid Eslami
Farnoosh Arefi
Amir M. Mansourian
S. Kasaei
392
12
0
01 Jan 2024
Context-Aware Iteration Policy Network for Efficient Optical Flow
  Estimation
Context-Aware Iteration Policy Network for Efficient Optical Flow EstimationAAAI Conference on Artificial Intelligence (AAAI), 2023
Ri Cheng
Ruian He
Xuhao Jiang
Shili Zhou
Weimin Tan
Bo Yan
440
1
0
12 Dec 2023
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume
Gangwei Xu
Shujun Chen
Hao Jia
Miaojie Feng
Xin Yang
355
9
0
06 Dec 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video
  Super-Resolution
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-ResolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zhewei Huang
Ailin Huang
Xiaotao Hu
Chen Hu
Jun Xu
Shuchang Zhou
328
19
0
26 Oct 2023
GAFlow: Incorporating Gaussian Attention into Optical Flow
GAFlow: Incorporating Gaussian Attention into Optical FlowIEEE International Conference on Computer Vision (ICCV), 2023
Ao Luo
Fan Yang
Xin Li
Lang Nie
Chunyu Lin
Haoqiang Fan
Shuaicheng Liu
243
35
0
28 Sep 2023
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous
  Driving
FocusFlow: Boosting Key-Points Optical Flow Estimation for Autonomous DrivingIEEE Transactions on Intelligent Vehicles (TIV), 2023
Zhonghua Yi
Haowen Shi
Kailun Yang
Zhijie Xu
Yaozu Ye
Ze Wang
Huajian Ni
Kaiwei Wang
3DPC
251
12
0
14 Aug 2023
SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment
  Anything Model
SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything ModelAAAI Conference on Artificial Intelligence (AAAI), 2023
Shili Zhou
Ruian He
Weimin Tan
Bo Yan
VLM
257
25
0
31 Jul 2023
CoTracker: It is Better to Track Together
CoTracker: It is Better to Track TogetherEuropean Conference on Computer Vision (ECCV), 2023
Nikita Karaev
Ignacio Rocco
Benjamin Graham
Natalia Neverova
Andrea Vedaldi
Christian Rupprecht
VOTViT
600
526
0
14 Jul 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation
  for Spike Camera
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike CameraNeural Information Processing Systems (NeurIPS), 2023
Lujie Xia
Haobin Jiang
Rui Zhao
Jiyuan Zhang
Lei Ma
Zhaofei Yu
Tiejun Huang
Ruiqin Xiong
223
18
0
12 Jul 2023
SplatFlow: Learning Multi-frame Optical Flow via Splatting
SplatFlow: Learning Multi-frame Optical Flow via SplattingInternational Journal of Computer Vision (IJCV), 2023
Bo Wang
Yi-Feng Zhang
Jian Li
Yang Yu
Zhenping Sun
Tianpeng Liu
Dewen Hu
280
16
0
15 Jun 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume
  Autoencoding for Optical Flow
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
Jiaming Song
393
4
0
08 Jun 2023
TransFlow: Transformer as Flow Learner
TransFlow: Transformer as Flow LearnerComputer Vision and Pattern Recognition (CVPR), 2023
Yawen Lu
Qifan Wang
Siqi Ma
Tong Geng
Victor Y. Chen
Huaijin Chen
Dongfang Liu
ViT
358
71
0
23 Apr 2023
LLA-FLOW: A Lightweight Local Aggregation on Cost Volume for Optical
  Flow Estimation
LLA-FLOW: A Lightweight Local Aggregation on Cost Volume for Optical Flow EstimationInternational Conference on Information Photonics (ICIP), 2023
Jiawei Xu
Zongqing Lu
Q. Liao
347
2
0
17 Apr 2023
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural
  Representation
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural RepresentationComputer Vision and Pattern Recognition (CVPR), 2023
Hyun-Joo Jung
Zhuo Hui
Lei Luo
Haitao Yang
Yifan Zhang
S. Yoo
Rakesh Ranjan
D. Demandolx
3DPC
254
30
0
29 Mar 2023
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow
  Estimation
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow EstimationIEEE International Conference on Computer Vision (ICCV), 2023
Xiaoyu Shi
Zhaoyang Huang
Weikang Bian
Dasong Li
Manyuan Zhang
Ka Chun Cheung
Simon See
Hongwei Qin
Jifeng Dai
Jiaming Song
456
109
0
15 Mar 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical FlowComputer Vision and Pattern Recognition (CVPR), 2023
Hanyu Zhou
Yi Chang
Wending Yan
Luxin Yan
334
16
0
14 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical
  Flow Estimation
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow EstimationComputer Vision and Pattern Recognition (CVPR), 2023
Xiaoyu Shi
Zhaoyang Huang
Dasong Li
Manyuan Zhang
Ka Chun Cheung
Simon See
Hongwei Qin
Jifeng Dai
Jiaming Song
267
151
0
02 Mar 2023
Lightweight Event-based Optical Flow Estimation via Iterative Deblurring
Lightweight Event-based Optical Flow Estimation via Iterative DeblurringIEEE International Conference on Robotics and Automation (ICRA), 2022
Yilun Wu
Federico Paredes-Valles
Guido de Croon
520
36
0
24 Nov 2022
CroCo v2: Improved Cross-view Completion Pre-training for Stereo
  Matching and Optical Flow
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical FlowIEEE International Conference on Computer Vision (ICCV), 2022
Philippe Weinzaepfel
Thomas Lucas
Vincent Leroy
Yohann Cabon
Vaibhav Arora
Romain Brégier
G. Csurka
L. Antsfeld
Boris Chidlovskii
Jérôme Revaud
ViT
596
177
0
18 Nov 2022
Multi-Scale RAFT: Combining Hierarchical Concepts for Learning-based
  Optical FLow Estimation
Multi-Scale RAFT: Combining Hierarchical Concepts for Learning-based Optical FLow EstimationInternational Conference on Information Photonics (ICIP), 2022
Azin Jahedi
Lukas Mehl
Marc Rivinius
Andrés Bruhn
276
20
0
25 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow Estimation
FlowNAS: Neural Architecture Search for Optical Flow EstimationInternational Journal of Computer Vision (IJCV), 2022
Zhiwei Lin
Tingting Liang
Taihong Xiao
Yongtao Wang
Zhi Tang
Ming-Hsuan Yang
224
4
0
04 Jul 2022
SKFlow: Learning Optical Flow with Super Kernels
SKFlow: Learning Optical Flow with Super KernelsNeural Information Processing Systems (NeurIPS), 2022
Shangkun Sun
Yuanqi Chen
Y. Zhu
Guodong Guo
Gezhong Li
249
80
0
29 May 2022
Deep Equilibrium Optical Flow Estimation
Deep Equilibrium Optical Flow EstimationComputer Vision and Pattern Recognition (CVPR), 2022
Shaojie Bai
Zhengyang Geng
Yash Savani
J. Zico Kolter
313
88
0
18 Apr 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow
DIP: Deep Inverse Patchmatch for High-Resolution Optical FlowComputer Vision and Pattern Recognition (CVPR), 2022
Zihua Zheng
Ni Nie
Zhi Ling
Pengfei Xiong
Jiangyu Liu
Hongya Wang
Jiankun Li
MDE
304
62
0
01 Apr 2022
FlowFormer: A Transformer Architecture for Optical Flow
FlowFormer: A Transformer Architecture for Optical FlowEuropean Conference on Computer Vision (ECCV), 2022
Zhaoyang Huang
Xiaoyu Shi
Chao Zhang
Qiang Wang
Ka Chun Cheung
Hongwei Qin
Jifeng Dai
Jiaming Song
ViT
626
425
0
30 Mar 2022
Learning Optical Flow with Adaptive Graph Reasoning
Learning Optical Flow with Adaptive Graph ReasoningAAAI Conference on Artificial Intelligence (AAAI), 2022
Ao Luo
Fan Yang
Kunming Luo
Xin Li
Haoqiang Fan
Shuaicheng Liu
208
72
0
08 Feb 2022
SCV-Stereo: Learning Stereo Matching from a Sparse Cost Volume
SCV-Stereo: Learning Stereo Matching from a Sparse Cost VolumeInternational Conference on Information Photonics (ICIP), 2021
Hengli Wang
Rui Fan
Ming-Yuan Liu
3DV
177
10
0
17 Jul 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation
Learning to Estimate Hidden Motions with Global Motion AggregationIEEE International Conference on Computer Vision (ICCV), 2021
Shihao Jiang
Dylan Campbell
Yao Lu
Hongdong Li
Leonid Sigal
3DPC
480
398
0
06 Apr 2021
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow
DCVNet: Dilated Cost Volume Networks for Fast Optical FlowIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Huaizu Jiang
Erik Learned-Miller
3DPC
294
7
0
31 Mar 2021
Billion-scale similarity search with GPUs
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
1.3K
4,945
0
28 Feb 2017
1
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