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Image to text translation by multi-label classification

chapter
posted on 2010-01-01, 00:00 authored by Gulisong NasierdingGulisong Nasierding, Abbas KouzaniAbbas Kouzani
This paper presents an image to text translation platform consisting of image segmentation, region features extraction, region blobs clustering, and translation components. A multi-label learning method is suggested for realizing the translation component. Empirical studies show that the predictive performance of the translation component is better than its counterparts when employed a dual-random ensemble multi-label classification algorithm.

History

Title of book

Advanced intelligent computing theories and applications : with aspects of artificial intelligence

Series

Lecture notes in artificial intelligence; v.6216

Chapter number

31

Pagination

247 - 254

Publisher

Springer-Verlag Berlin Heidelberg

Place of publication

Heidelberg, Germany

ISSN

0302-9743

eISSN

1611-3349

ISBN-13

9783642149313

ISBN-10

3642149316

Language

eng

Publication classification

B1 Book chapter

Copyright notice

2010, Springer-Verlag

Extent

84

Editor/Contributor(s)

R Goebel, J Siekmann, W Wahlster