Detection of a small target object in blurry images affected by affine distortions

Detection of a small target object in blurry images affected by affine distortions

The paper proposes a novel and practically effective method for detecting, classifying, and estimating the coordinates of the image center of a small-size target object on a noisy scene, which is invariant to linear conformal transformations (rotation, shift, and scale). We consider a binary classif...

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Bibliographic Details
Main Author: Andrey V. Timofeev
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2021-04-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
image matching
machine learning
svm-classifier
nelder-meade method
Online Access:https://ntv.ifmo.ru/file/article/20332.pdf

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