Image processing and pattern recognition issues

Yuliya S. Gusynina; Tatiana A. Shornikova

doi:10.1117/12.2631054

17 May 2022 Image processing and pattern recognition issues

Yuliya S. Gusynina, Tatiana A. Shornikova

Proceedings Volume 12251, Computer Applications for Management and Sustainable Development of Production and Industry (CMSD2021); 122510B (2022) https://doi.org/10.1117/12.2631054
Event: Computer Applications for Management and Sustainable Development of Production and Industry (CMSD2021), 2021, Dushanbe, Tajikistan

Abstract

The article addresses some practical issues of image processing and pattern recognition in relation to medical and clinical trials. Medical and clinical diagnosis acts as an applied task. It is associated with the recognition on photographs and radiographs of sick people of pathologies of various types. Discretization of objects is carried out using specially designed rules that have different views for tone, color and multi-color images. Also, its algorithm has discretization of continuous curves and lines, points and polyhedra. Various image transformations are described, allowing the doctor to obtain several different projections of any internal organ of the patient. These are axial transverse tomography, image filtering, change of coordinate system, decomposition of images into rows, interpolation and approximation of images.

Citation Download Citation

Yuliya S. Gusynina and Tatiana A. Shornikova "Image processing and pattern recognition issues", Proc. SPIE 12251, Computer Applications for Management and Sustainable Development of Production and Industry (CMSD2021), 122510B (17 May 2022); https://doi.org/10.1117/12.2631054

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available