Using Discrete Wavelet Transform to Model Whistle Contours for Dolphin Species Classification
Title
Using Discrete Wavelet Transform to Model Whistle Contours for Dolphin Species ClassificationDate
2018-09-17Citation
Lopez-Otero, P.; Docio-Fernandez, L.; Cardenal-López, A. Using Discrete Wavelet Transform to Model Whistle Contours for Dolphin Species Classification. Proceedings 2018, 2, 1183.
Abstract
[Abstract] This work proposes the use of features based on the discrete wavelet transform (DWT) for dolphin species classification. These features are compared with other previously used in the literature, and the experiments carried out in a database featuring four different species of cetaceans (three dolphins and a pilot whale) showed that the use of DWT features led to improved classification performance.
Keywords
Cetacean classification
Whistle contour
Discrete wavelet transform
Whistle contour
Discrete wavelet transform
Description
Trátase dun resumo estendido da ponencia
Editor version
Rights
Atribución 3.0 España
ISSN
2504-3900