Fast K-Means Technique for Segmentation of ‎Dermoscopic Images

Saravana Kumar V.; Kavitha M.; Revatthy K.; Anantha Siva Prakasam; Bavya S

doi:10.14419/ppzpx689

Article Details

Fast K-Means Technique for Segmentation of ‎Dermoscopic Images

Authors:

Saravana Kumar V. | Kavitha M. | Revatthy K. | Anantha Siva Prakasam | Bavya S

Publisher:

Science Publishing Corporation

Journal:

International Journal of Basic and Applied Sciences Vol.15 Issue 1, pp.59-67

Document Type:

Article

Publication Date:

12/2026

Document Language:

English

Document ID (Org No.):

2001387815

pISSN:

2227-5053

DOI:

10.14419/ppzpx689

Keywords:

Abstract:

 Skin cancer remains one of the hazardous cancers diagnoses each year and accounts for more ‎than 50%. When detected at its early stage, standard and cost-effective therapies can treat it ‎successfully - classifying skin sores carefully is key to automating early end systems and ‎mitigating risk factors. Melanoma can provide both shape features and areas of desire for ‎surface examination. Unfortunately, its prevalence can be both unpredictable and lethal, ‎leading to multiple times more passes than all other skin cancers combined. The proposed ‎method demonstrates about the Fast K-Means clustering technique. It can be applied on the ‎dermoscopic skin lesion images which can convert into L*u*v. This approach is then ‎compared with the outcomes of K-Means and Fuzzy C-Means. Evaluation has carried outs ‎includes number of pixels and time complexity analysis. Crystal clear, the proposed method is ‎obviously segmented the lesion and display any visible lesions or spots on them‎.

Article Details

Fast K-Means Technique for Segmentation of ‎Dermoscopic Images

Authors:

Saravana Kumar V. | Kavitha M. | Revatthy K. | Anantha Siva Prakasam | Bavya S

Publisher:

Science Publishing Corporation

Journal:

International Journal of Basic and Applied Sciences Vol.15 Issue 1, pp.59-67

Document Type:

Article

Publication Date:

12/2026

Document Language:

English

Document ID (Org No.):

2001387815

pISSN:

2227-5053

DOI:

10.14419/ppzpx689

Fast K-Means

K-Means

Segmentation

Skin Lesion

Melanoma

Issues

Article Details

Fast K-Means Technique for Segmentation of ‎Dermoscopic Images

Authors: Saravana Kumar V. | Kavitha M. | Revatthy K. | Anantha Siva Prakasam | Bavya S

Publisher: Science Publishing Corporation

Journal: International Journal of Basic and Applied Sciences Vol.15 Issue 1, pp.59-67

Document Type: Article

Publication Date: 12/2026

Document Language: English

Document ID (Org No.): 2001387815

pISSN: 2227-5053

DOI: 10.14419/ppzpx689

Fast K-Means

K-Means

Segmentation

Skin Lesion

Melanoma

Issues

Authors:

Saravana Kumar V. | Kavitha M. | Revatthy K. | Anantha Siva Prakasam | Bavya S

Publisher:

Science Publishing Corporation

Journal:

International Journal of Basic and Applied Sciences Vol.15 Issue 1, pp.59-67

Document Type:

Article

Publication Date:

12/2026

Document Language:

English

Document ID (Org No.):

2001387815

pISSN:

2227-5053

DOI:

10.14419/ppzpx689