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JCSS
2002
199views more  JCSS 2002»
15 years 6 months ago
A Constant-Factor Approximation Algorithm for the k-Median Problem
We present the first constant-factor approximation algorithm for the metric k-median problem. The k-median problem is one of the most well-studied clustering problems, i.e., those...
Moses Charikar, Sudipto Guha, Éva Tardos, D...
AXMEDIS
2006
IEEE
231views Multimedia» more  AXMEDIS 2006»
16 years 24 days ago
A Feature-Augmented Grammar for Automated Media Production
The IST Polymnia project aims to create a fully automated system for personalised video generation. Film production involves content creation, selection and composition. Technolog...
Freddy Choi, Richard Beales, Jonathan Hearn, Stuar...
IBPRIA
2003
Springer
15 years 12 months ago
Feature-Driven Recognition of Music Styles
In this paper the capability of using self-organising neural maps (SOM) as music style classifiers of musical fragments is studied. From MIDI files, the monophonic melody track i...
Pedro J. Ponce de León, José Manuel ...
IJCAI
1997
15 years 8 months ago
Minimum Splits Based Discretization for Continuous Features
Discretization refers to splitting the range of continuous values into intervals so as to provide useful information about classes. This is usually done by minimizing a goodness m...
Ke Wang, Han Chong Goh
ICIP
2006
IEEE
16 years 8 months ago
Background Modeling from GMM Likelihood Combined with Spatial and Color Coherency
This paper proposes to combine spatial and color coherency with the pixel-wise GMM to determine the background model. We first represent each pixel with a hybrid feature vector, w...
Sheng-Yan Yang, Chiou-Ting Hsu