A Study of Particle Swarm Optimization based K-means Clustering for Detection of Dental Caries in Dental X-ray Images

Jagdeep Kaur, Prof. (Dr.) Jatinder Singh Bal

Abstract


Evolutionary computational techniques have been very helpful in solving Bio-medical related problems. These techniques work on the principle of Artificial Intelligence. In the current work we have evaluated swarm intelligence based clustering technique for diagnosis of Dental caries, a disease quite prevalent among all age groups. Training and Testing has been done using Neural network. Processing time and Percentage Level of accuracy has been computed.

Keywords


Particle Swarm Optimization (PSO), K-Means Clustering (K-Means), Swarm Intelligence, Image Clustering, Image Segmentation.

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DOI: https://doi.org/10.26483/ijarcs.v8i4.3754

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