Results 51 to 60 of about 3,367,886 (347)
Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching [PDF]
AAAI Conference on Artificial Intelligence, 2021 Knowledge distillation extracts general knowledge from a pretrained teacher network and provides guidance to a target student network. Most studies manually tie intermediate features of the teacher and student, and transfer knowledge through predefined ...
Mingi Ji, Byeongho Heo, Sungrae Park
semanticscholar +1 more source
An Optical Remote Sensing Image Matching Method Based on the Simple and Stable Feature Database
Applied Sciences, 2023 Satellite remote sensing has entered the era of big data due to the increase in the number of remote sensing satellites and imaging modes. This presents significant challenges for the processing of remote sensing systems and will result in extremely high
Zilu Zhao, Hui Long, Hongjian You
doaj +1 more source
Feature Matching with Bounded Distortion
ACM Transactions on Graphics, 2014 We consider the problem of finding a geometrically consistent set of point matches between two images. We assume that local descriptors have provided a set of candidate matches, which may include many outliers. We then seek the largest subset of these correspondences that can be aligned perfectly using a nonrigid deformation that exerts a bounded ...
Lipman, Yaron +4 more
openaire +2 more sources
Guide Local Feature Matching by Overlap Estimation [PDF]
AAAI Conference on Artificial Intelligence, 2022 Local image feature matching under large appearance, viewpoint, and distance changes is challenging yet important. Conventional methods detect and match tentative local features across the whole images, with heuristic consistency checks to guarantee ...
Ying Chen +4 more
semanticscholar +1 more source
A hierarchical genetic disparity estimation algorithm for multiview image synthesis [PDF]
, 2000 A hierarchical genetic algorithm for disparity estimation is presented. The goal, to estimate reliable disparity fields with low computational cost, is reached using a hierarchical genetic matching procedure.
Clewer, DR +7 more
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OmniGlue: Generalizable Feature Matching with Foundation Model Guidance [PDF]
Computer Vision and Pattern RecognitionThe image matching field has been witnessing a contin-uous emergence of novel learnable feature matching techniques, with ever-improving performance on conventional benchmarks.
Hanwen Jiang +5 more
semanticscholar +1 more source
A memetic fingerprint matching algorithm [PDF]
, 2007 Minutiae point pattern matching is the most common approach for fingerprint verification. Although many minutiae point pattern matching algorithms have been proposed, reliable automatic fingerprint verification remains as a challenging problem, both with
Howells, Gareth +3 more
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Performance Enhancement Step for Motion Estimation via Feature-based Image Matching [PDF]
, 2022 Most of the complicated and sophisticated tasks in visual robotics applications usually build upon the image matching step as matching images of the same scene can provide important information (e.g., camera motion).
Nak-Young, Chong +2 more
core +1 more source
Image Feature Matching Via Parallax Mapping for Close Range Photogrammetric Application
IEEE Access, 2020 Image feature matching is an important step in close range photogrammetric applications, and implementing a fast, accurate and robust feature-based image matching technique is a challenging task.
Yang Dong, Dazhao Fan, Qiuhe Ma, Song Ji
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XoFTR: Cross-modal Feature Matching Transformer [PDF]
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)We introduce, XoFTR, a cross-modal cross-view method for local feature matching between thermal infrared (TIR) and visible images. Unlike visible images, TIR images are less susceptible to adverse lighting and weather conditions but present difficulties ...
Önder Tuzcuoglu +4 more
semanticscholar +1 more source