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ICPR
2010
IEEE
15 years 2 months ago
A Fast Extension for Sparse Representation on Robust Face Recognition
We extend a recent Sparse Representation-based Classification (SRC) algorithm for face recognition to work on 2D images directly, aiming to reduce the computational complexity whil...
Hui-Ning Qiu, Duc-Son Pham, Wanquan Liu, Svetha Ve...
68
Voted
ICPR
2010
IEEE
15 years 2 months ago
Classification of Volcano Events Observed by Multiple Seismic Stations
Seismic events in and around volcanos, like tremors, earth quakes, ice quakes and strokes of lightning, are usually observed by multiple stations. The question rises whether classi...
Robert Duin, Mauricio Orozco-Alzate, John Makario ...
ICPR
2010
IEEE
15 years 2 months ago
Bangla and English City Name Recognition for Indian Postal Automation
Because of multi-lingual behavior destination address block of a postal document of an Indian state may be written in two or more scripts. From a statistical analysis of Indian pos...
Umapada Pal, R.k. Roy, Fumitaka Kimura
ICPR
2010
IEEE
15 years 2 months ago
SemiCCA: Efficient Semi-Supervised Learning of Canonical Correlations
Canonical correlation analysis (CCA) is a powerful tool for analyzing multi-dimensional paired data. However, CCA tends to perform poorly when the number of paired samples is limit...
Akisato Kimura, Hirokazu Kameoka, Masashi Sugiyama...
ICPR
2010
IEEE
15 years 19 days ago
The Balanced Accuracy and Its Posterior Distribution
—Evaluating the performance of a classification algorithm critically requires a measure of the degree to which unseen examples have been identified with their correct class lab...
Kay Henning Brodersen, Cheng Soon Ong, Klaas Enno ...