How to add content-based image retrieval capability in a PACS

This paper presents a new picture archiving and communication system (PACS), called cbPACS (content-based PACS), which has content-based image retrieval resources. cbPACS answers similarity (range and nearest-neighbor) queries, taking advantage of a metric access method embedded into the image datab...

Full description

Saved in:
Bibliographic Details
Main Authors: Bueno, J.M., Chino, F., Traina, A.J.M., Traina, C., Azevedo-Marques, P.M.
Format: Conference Proceeding
Language:English
Subjects:
Content based retrieval
Content management
Feature extraction
Histograms
Image databases
Image processing
Image retrieval
Information retrieval
Picture archiving and communication systems
Resource management
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:This paper presents a new picture archiving and communication system (PACS), called cbPACS (content-based PACS), which has content-based image retrieval resources. cbPACS answers similarity (range and nearest-neighbor) queries, taking advantage of a metric access method embedded into the image database manager. The images are compared via their features, which are extracted by an image processing system module. The system works on features based on the color distribution of the images through normalized histograms as well as metric histograms. Metric histograms are invariant with regard to scale, translation and rotation of images and also to brightness transformations. cbPACS is prepared to integrate new image features, based on the texture and shape of the main objects in the image.
ISSN:1063-7125
DOI:10.1109/CBMS.2002.1011397