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
Chapter number
31
Pagination
247-254
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)
Goebel R, Siekmann J, Wahlster W
Publisher
Springer-Verlag Berlin Heidelberg
Place of publication
Heidelberg, Germany
Title of book
Advanced intelligent computing theories and applications : with aspects of artificial intelligence