Melanoma Detection by Automated Reconfiguration System Using Local Binary Pattern

N. K, M. Mettilda, A. K
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Abstract

The biggest organ in the body is the human skin. Its weight is between six and nine pounds, and its surface area is roughly two square yards. The body's internal organs and the outside world are separated from one another by the skin. Dermoscopy technology was developed to improve melanoma diagnosis, a type of cancer that often starts in skin pigment cells (melanocytes). Dermoscopy, a non-invasive skin imaging technique, is used to acquire an image of a section of skin that has been enlarged and illuminated in order to make the skin spots more visible. Skin-related conditions are the most prevalent diseases worldwide. Despite being prevalent, its diagnosis is exceedingly challenging and necessitates a wealth of expertise in the field. To precisely identify the disease, we employ a dual stage methodology that successfully blends Computer Vision on clinically assessed histological features. First, several pre-processing techniques are used to the skin disease image, and then feature extraction is done. Key Word: DIP, MATLAB, Diagnose, Melanoma
基于局部二值模式的自动重构系统检测黑色素瘤
人体最大的器官是皮肤。它的重量在6到9磅之间,它的表面积大约是2平方码。身体的内部器官和外部世界被皮肤彼此隔开。皮肤镜技术的发展是为了提高黑色素瘤的诊断,黑色素瘤是一种通常始于皮肤色素细胞(黑色素细胞)的癌症。皮肤镜检查是一种非侵入性的皮肤成像技术,用于获取被放大和照射的部分皮肤的图像,以使皮肤斑点更明显。皮肤相关疾病是世界上最普遍的疾病。尽管很普遍,但其诊断极具挑战性,需要丰富的专业知识。为了准确地识别疾病,我们采用双阶段方法,成功地将计算机视觉与临床评估的组织学特征融合在一起。首先对皮肤病图像进行预处理,然后进行特征提取。关键词:DIP, MATLAB,诊断,黑色素瘤
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