Efficient semantic image processing mechanism for automatic context-aware based on cloud infrastructure

Seok Hyeon Han, Hyun Woo Kim, Boo Kwang Park, Yoon A. Heo, Young Sik Jeong

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

In recent years, fusion studies such as context-aware, multimedia contents and cloud computing in information technology (IT) have been on the rise through the technological development of hardware and software. The automatic context-aware technology using multimedia image data requires high computation. Cloud computing has played a role in meeting the requirements of high computation. The automatic context-aware technology utilizing previously developed multimedia image data has lacked user-defined semantic inference capabilities considerably. This paper proposes a Semantic Image Processing Mechanism for Automatic Context-Aware (SIPM-ACA) based on cloud computing. Semantic inference is done through user-created multimedia contents images. Image’s semantics are verified by analyzing texts created by other users. Content-Based Image Retrieval (CBIR) is utilized to find the relationship between image similarities. Through this, proactive context-awareness according to user’s context can be inferenced.

Original languageEnglish
Title of host publicationAdvanced Multimedia and Ubiquitous Engineering - FutureTech and MUE
EditorsHai Jin, Young-Sik Jeong, Muhammad Khurram Khan, James J. Park
PublisherSpringer Verlag
Pages335-341
Number of pages7
ISBN (Print)9789811015359
DOIs
StatePublished - 2016
Event11th International Conference on Future Information Technology, FutureTech 2016 - Beijing, China
Duration: 20 Apr 201622 Apr 2016

Publication series

NameLecture Notes in Electrical Engineering
Volume393
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference11th International Conference on Future Information Technology, FutureTech 2016
Country/TerritoryChina
CityBeijing
Period20/04/1622/04/16

Keywords

  • Cloud computing
  • Context-Aware
  • Image retrieval
  • Semantic

Fingerprint

Dive into the research topics of 'Efficient semantic image processing mechanism for automatic context-aware based on cloud infrastructure'. Together they form a unique fingerprint.

Cite this