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


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.


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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