Object detection in images with a structural descriptor based on graphs

Object detection in images with a structural descriptor based on graphs

We discuss the development of a structural descriptor for object detection in images. The descriptor is based on a graph, whose vertices are the centers of mass of segment features. The embedding of the graph in a vector space is implemented using a Young-Householder decomposition and based on diff...

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Bibliographic Details
Main Authors: Alexei Zakharov, Alexei Barinov, Arkady Zhiznyakov, Vitaliy Titov
Format: Article
Language:English
Published: Samara National Research University 2018-04-01
Series:Компьютерная оптика
Subjects:
image analysis
objects detection
structural descriptor
graph embedding
computer vision
Online Access:http://computeroptics.smr.ru/KO/PDF/KO42-2/420214.pdf

Internet

http://computeroptics.smr.ru/KO/PDF/KO42-2/420214.pdf

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