Parallelized fuzzy RBF and FHM based color filtering for real-time image processing

Balazs Tusor, Jozsef Bukor, A. Várkonyi-Kóczy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Color filtering is an important application of image processing. Real-time access to color-based information that is very advantageous for in a wide range of engineering fields that utilizes applied measurement technologies, like industrial manufacturing, medical science, self-driving cars, robotics, etc. Processing color information, however, especially in large images is typically a very time-consuming procedure, but with the usage of parallel computing it can be significantly accelerated. In this paper, two fuzzy approaches are examined for color filtering and improvements are proposed in order to speed up their operation.

Original languageEnglish
Title of host publicationI2MTC 2019 - 2019 IEEE International Instrumentation and Measurement Technology Conference, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538634608
DOIs
Publication statusPublished - May 1 2019
Event2019 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2019 - Auckland, New Zealand
Duration: May 20 2019May 23 2019

Publication series

NameConference Record - IEEE Instrumentation and Measurement Technology Conference
Volume2019-May
ISSN (Print)1091-5281

Conference

Conference2019 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2019
CountryNew Zealand
CityAuckland
Period5/20/195/23/19

Keywords

  • Color filtering
  • Image processing
  • Indexing tables
  • Parallel computing
  • Real-time systems
  • Rule-based classification

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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    Tusor, B., Bukor, J., & Várkonyi-Kóczy, A. (2019). Parallelized fuzzy RBF and FHM based color filtering for real-time image processing. In I2MTC 2019 - 2019 IEEE International Instrumentation and Measurement Technology Conference, Proceedings [8826831] (Conference Record - IEEE Instrumentation and Measurement Technology Conference; Vol. 2019-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/I2MTC.2019.8826831