Title :
Automated sorting of consumer image collections using face and peripheral region image classifiers
Author :
Corcoran, Peter ; Costache, Gabriel
Author_Institution :
Dept. of Electron. Eng., Nat. Univ. of Ireland, Galway, Ireland
Abstract :
An evaluation of techniques and recognition technologies for use in an automatic cataloging tool for consumer image collections is presented. A working implementation of an automatic cataloging tool and user search tools are described. Techniques for combining multiple classifiers derived from face and peripheral regions are discussed. Practical aspects of the requirements for a working in-camera solution are also discussed.
Keywords :
face recognition; image classification; automated sorting; automatic cataloging tool; consumer image collections; face region image classifiers; multiple classifiers; peripheral region image classifiers; user search tools; Clothing; Digital cameras; Face detection; Face recognition; Image analysis; Image color analysis; Image recognition; Image texture analysis; Sorting; Switches;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2005.1510478
