Integrating the image identifiable principle of human cognition and computer vision to develop a new pattern recognition design system for smart home

Pin Chin Wang, Wan Ting Tseng, Chun Min Cheng, Yi Hsuan Sung, Yi Chun Chou, Fong-Gong Wu

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

Abstract

In this study, we invented a new way which classifies objects according to their functions and the regions of use. Then we proceeded to innovate and design the systematic pattern on the objects. For this goal, we make the pattern on the objects as the goal of recognition that can be captured by camera. In this study we intend to design a new way to derive pattern reasonably and that can be recognized by algorithms. The result of our pattern recognition program test pattern that consisted of systematic components showed that the identification rate of success was more than 90%. This result indicated that our pattern design method can derive a significant pattern which is recognized by computer algorithms and can be effective in detecting the state of the object in using.

Original languageEnglish
Title of host publicationUniversal Access in Human-Computer Interaction
Subtitle of host publicationUser and Context Diversity - 7th International Conference, UAHCI 2013, Held as Part of HCI International 2013, Proceedings
Pages624-633
Number of pages10
EditionPART 2
DOIs
Publication statusPublished - 2013 Aug 1
Event7th International Conference on Universal Access in Human-Computer Interaction: Design Methods, Tools, and Interaction Techniques for eInclusion, UAHCI 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI 2013 - Las Vegas, NV, United States
Duration: 2013 Jul 212013 Jul 26

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume8010 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other7th International Conference on Universal Access in Human-Computer Interaction: Design Methods, Tools, and Interaction Techniques for eInclusion, UAHCI 2013, Held as Part of 15th International Conference on Human-Computer Interaction, HCI 2013
CountryUnited States
CityLas Vegas, NV
Period13-07-2113-07-26

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'Integrating the image identifiable principle of human cognition and computer vision to develop a new pattern recognition design system for smart home'. Together they form a unique fingerprint.

Cite this