Mitsuru AMBAI


Augmenting Training Samples with a Large Number of Rough Segmentation Datasets
Mitsuru AMBAI Yuichi YOSHIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10  pp. 1880-1888
Type of Manuscript:  Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
Interactive recognitiongeneric object recognition
 Summary | Full Text:PDF(1.6MB)

Dimensionality Reduction for Histogram Features Based on Supervised Non-negative Matrix Factorization
Mitsuru AMBAI Nugraha P. UTAMA Yuichi YOSHIDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10  pp. 1870-1879
Type of Manuscript:  Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
dimensionality reductionnon-negative matrix factorizationhistogram-based features
 Summary | Full Text:PDF(928.7KB)