DIAES - a distributed image archiving expert system

Olivia R. Liu Sheng, Ralph Martinez, Jhyfang Hu, Yueh-Min Huang

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

Abstract

A distributed image archiving expert system (DIAES) is introduced to improve the response time of a multilevel storage system and to support real-time picture archiving and communication systems (PACSs). DIAES provides efficient schemes for image retrieval, storage, and organization by means of techniques offered by distributed artificial intelligence (DAI). With DIAES, declarative (i.e., image description) and procedural (i.e., heuristics for selecting the right images, predicting the images that will be requested next, and calculating the 'connection force' between images) knowledge are both integrated into a hierarchical, entity-based knowledge management scheme, termed a frames and rules associated system entity structure (FRASES). By interpreting the built-in knowledge, DIAES predicts images which have higher probability of being retrieved next and archives these images to the upper (or top) level storage devices. This, in turn, reduces the possibility of accessing images located on the lower level storage devices and improves the response time.

Original languageEnglish
Title of host publicationConference Proceedings - Annual Phoenix Conference
PublisherPubl by IEEE
Pages749-756
Number of pages8
ISBN (Print)0818620307
Publication statusPublished - 1990
EventProceedings - Ninth Annual International Phoenix Conference on Computers and Communications - Scottsdale, AZ, USA
Duration: 1990 Mar 211990 Mar 23

Other

OtherProceedings - Ninth Annual International Phoenix Conference on Computers and Communications
CityScottsdale, AZ, USA
Period90-03-2190-03-23

Fingerprint

Optical image storage
Digital image storage
Expert systems
Picture archiving and communication systems
Image retrieval
Knowledge management
Artificial intelligence

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Liu Sheng, O. R., Martinez, R., Hu, J., & Huang, Y-M. (1990). DIAES - a distributed image archiving expert system. In Conference Proceedings - Annual Phoenix Conference (pp. 749-756). Publ by IEEE.
Liu Sheng, Olivia R. ; Martinez, Ralph ; Hu, Jhyfang ; Huang, Yueh-Min. / DIAES - a distributed image archiving expert system. Conference Proceedings - Annual Phoenix Conference. Publ by IEEE, 1990. pp. 749-756
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author = "{Liu Sheng}, {Olivia R.} and Ralph Martinez and Jhyfang Hu and Yueh-Min Huang",
year = "1990",
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pages = "749--756",
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Liu Sheng, OR, Martinez, R, Hu, J & Huang, Y-M 1990, DIAES - a distributed image archiving expert system. in Conference Proceedings - Annual Phoenix Conference. Publ by IEEE, pp. 749-756, Proceedings - Ninth Annual International Phoenix Conference on Computers and Communications, Scottsdale, AZ, USA, 90-03-21.

DIAES - a distributed image archiving expert system. / Liu Sheng, Olivia R.; Martinez, Ralph; Hu, Jhyfang; Huang, Yueh-Min.

Conference Proceedings - Annual Phoenix Conference. Publ by IEEE, 1990. p. 749-756.

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

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Liu Sheng OR, Martinez R, Hu J, Huang Y-M. DIAES - a distributed image archiving expert system. In Conference Proceedings - Annual Phoenix Conference. Publ by IEEE. 1990. p. 749-756