@inproceedings{ff155921ae904b769deb0d671a5d8e82,
title = "Deterministic vs. random initializations for K-Means color image quantization",
abstract = "We present six methods for initialising the K-means clustering algorithm used for color image quantization. We test these initialization methods on a few quantization levels and on 24 color images contained in the Kodak image dataset. In the vast majority of the examined cases the best results were obtained for the initialization of KM++. The evaluation of the results was carried out using the MSE and several new perceptual quality indices.",
keywords = "Color image quantization, Image quality indices, Initialization, K means, K-means, Wu's algorithm",
author = "Henryk Palus and Mariusz Frackiewicz",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019 ; Conference date: 26-11-2019 Through 29-11-2019",
year = "2019",
month = nov,
doi = "10.1109/SITIS.2019.00020",
language = "English",
series = "Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "50--55",
editor = "Kokou Yetongnon and Albert Dipanda and \{Sanniti di Baja\}, Gabriella and Luigi Gallo and Richard Chbeir",
booktitle = "Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019",
address = "United States",
}