Image Quantization in Psoriasis Using K-Mean Clustering

Arief Kelik Nugroho

Abstract


Along with technology that is very fast image processing with high quality can be presented and displayed in many ways. The image has detailed information that can cause problems during processing. Image quantization is done as a preprocessing stage to reduce the number of colors in the image so that the resulting image approaches the original image. The purpose of this study is to group clusters of characteristics with the same image value.


Keywords


Image, Quantization, Cluster, K-Mean

Full Text:

PDF

References


Anisah, S., Honggowibowo, A. S., & Pujiastuti, A. (2016). Klasifikasi Teks Menggunakan Chi Square Feature Selection Untuk Menentukan Komik Berdasarkan Periode, Materi Dan Fisik dengan Algoritma Naivebayes. Compiler,5(2).

Balasubramanian,R., & Allebach,J.(1990).A new approach to platte selection for color images, Image

Technology.

Brun, L., & Trémeau, A. (2002). Digital Color Imaging Handbook.Electrical and Applied Signal Processing.

Dhanachandra,N., & Manglem,K.,Chanu,Y.J.(2015).Image Segmentation using K means Clustering Algorithm and Subtractive Clustering Algorithm, PROCEDIA: Eleventh International Multi-Conference on Information Processing-2015.

Gonzalez,C., & Woods,R,E.(2002).Digital Image Processing, second ed., Prentice-Hall, Englewood Cliffs, N,J.

Juang,L,H., & Wu,M,N., (2011).Psoriasis image identification using k-means clustering with morphological processing.Journal of the International Measurement Confederation.

Meskaldji,K.,Boucherkha,S., & Chikhi,S.Color Quantization and its Impact on Color Histogram Based Image Retrieval.CEUR Workshop Proceedings.

Miyamoto, S.,& Agusta, Y. (1995). An Efficient Algorithm for L1 Fuzzy c-Means and its Termination. Control and Cybernetics 24(4).

Omran,M,G.,& Engelbrecht,A,P.,((2005).A Color Image Quantization Algorithm Based on Particle Swarm Optimization.Informatica.

Palus,H.(2004).On Color Image Quantization by the K-Means Algorithm, Workshop Farbbildverarbeitung. Koblenz, Online-Proceedings.

R. Munir,(2004).Pengolahan Citra Digital.Bandung.Indonesia: Informatika.

Scheunders,P.(1997).A genetic C-means clustering algorithm applied to color image quantization. Pattern Recognition 30(6).

Velho,L.,Gomes,J., & Sobreiro M.,(1997).Color image quantization by pairwise clustering.Proceedings of the 10th Brazilian Symposium on Computer Graphics and Image Processing.

Xiang,Z.(2007).Handbook of Approximation Algorithms and Metaheuristics.Chapman & Hall/CRC.




DOI: http://dx.doi.org/10.28989/senatik.v4i0.162

Article Metrics

Abstract view : 328 times
PDF - 185 times

Refbacks

  • There are currently no refbacks.




Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Conference SENATIK P-ISSN :2337-3881 and  E-ISSN : 2528-1666

Jumlah penggunjung = Web Analytics orang

Statistik Senatik

Flag Counter