2009 · 15 citations · 3 references
ComputingComputer ScienceAcousticsFeature EngineeringMachine LearningDigital Signal ProcessingIntelligent Transportation SystemsPattern RecognitionSignal ProcessingSpeech RecognitionAudio Feature ExtractionQuantizationSound Pattern RecognitionVector Quantization
1 Abstract: The lighting is available for the highways to avoid accidents and to make the driving safe and easy, but turning the lights on all the nights will consume a lot of energy which it might be used in another important issues. This paper aims at using the sound recognition techniques in order to turn the lights on only when there are cars on the highway and only for some period of time. In more details, Linear Predictive Coding (LPC) method and feature extraction will be used to apply the sound recognition. Furthermore, the Vector Quantization (VQ) will be used to map the sounds into groups in order to compare the tested sounds. [Journal of American Science 2009:5(2) 1-12] ( ISSN: 1545-1003)
3
Spectral Relaxation for K-means Clustering
Hongyuan Zha, Xiaofeng He, Chris Ding et al. · 2001 · 565 citations
K-means and Hierarchical Clustering
Andrew Moore · 2004 · 62 citations