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MCS
2010
Springer
16 years 1 months ago
Estimation of the Number of Clusters Using Multiple Clustering Validity Indices
One of the challenges in unsupervised machine learning is finding the number of clusters in a dataset. Clustering Validity Indices (CVI) are popular tools used to address this pro...
Krzysztof Kryszczuk, Paul Hurley
ICAPR
2009
Springer
16 years 1 months ago
Color Image Retrieval Using M-Band Wavelet Transform Based Color-Texture Feature
—Feature Extraction algorithm is a very important component of any retrieval scheme. We propose M-band Wavelet Transform based feature extraction algorithm in this paper. The MxM...
Malay Kumar Kundu, Priyank Bagrecha
194
Voted
ICPR
2008
IEEE
16 years 1 months ago
3D object localization based on occluding contour using STL CAD model
This paper describes a method to localize 3D objects, which is the extension of the segment-based object recognition method to use on a STL CAD model. Models for localization are ...
Kenichi Maruyama, Yoshihiro Kawai, Takashi Yoshimi...
GBRPR
2007
Springer
16 years 26 days ago
Grouping Using Factor Graphs: An Approach for Finding Text with a Camera Phone
Abstract. We introduce a new framework for feature grouping based on factor graphs, which are graphical models that encode interactions among arbitrary numbers of random variables....
Huiying Shen, James Coughlan
AUTOID
2005
IEEE
16 years 10 days ago
Guidelines for Appropriate Use of Simulated Data for Bio-Authentication Research
In this paper, we outline a framework for appropriate and proper usage of simulated data for biometric authentication. Currently, there are no formal guidelines concerning the use...
Yan Ma, Michael E. Schuckers, Bojan Cukic