Sumeyya Ilkin

Sumeyya Ilkin
Kocaeli University · Department of Computer Engineering

PhD

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15
Publications
4,364
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30
Citations

Publications

Publications (15)
Article
Full-text available
Melanoma is a malignant and aggressive type of skin cancer. This paper describes an effective method for detection of melanoma. A hybrid classification algorithm was developed by using the SVM algorithm and a heuristic optimization algorithm. In this algorithm, the SVM algorithm which uses a Gaussian Radial Basis Function (RBF) was enhanced by the...
Article
Full-text available
Digital image capturing technologies and the internet are widely used today. These technologies make it very easy and fast to capture and share personal images in daily life. This causes difficulties in ensuring the confidentiality of private data and risks such as third persons getting hold of these data. The main goal of this study is to develop...
Article
Full-text available
The diagnosis of melanoma skin cancer in the early stages is of vital importance owing to the fact that their effects on the prognosis of recovery. The made of these diagnoses are mostly done with visual evaluation of the skin. Therefore, the stated diagnosis of as a result of visual evaluation of the skin is a subjective assessment that because it...
Article
Full-text available
Image processing methods that take place in different areas of life from identification to traffic flow control are starting to be used on mobile devices. Hence, usage of optical mark recognition systems (OMRS) on mobile devices is also not widespread as it is for image processing applications. A mobile OMRS is developed using image processing meth...
Chapter
Research shows that in the last decade, the focus on computer-assisted diagnoses on the skin disorders has increased significantly as a result of the improvements in skin imaging technology and the development of compatible image processing techniques. More accurate treatments provided by means of computer-assisted diagnostic systems increase the p...
Conference Paper
Full-text available
Different methods are used to find the edges on the images. Canny edge detection algorithm is one of the most successful methods. Although it yields successful results, the processing load is very complicated. In this study, to enhance the Canny edge detection algorithm, enhancement was performed on the Canny edge detection algorithm using kernels...
Article
Full-text available
Günümüzde akıllı telefonların kullanımının artması, herkesin bu cihazları rahatlıkla edinebileceği bir teknoloji haline getirmektedir. Bu artışa paralel olarak mobil cihazların kameraları kullanılarak geliştirilen uygulamalara gösterilen ilgi artmaktadır. Nesne tespiti gibi uygulamalarda, arka plan üzerinde ışık koşullarına bağlı olarak gölgeler me...
Conference Paper
Full-text available
Today, Human face detection algorithms, digital video processing, video detection, computer vision etc. are used in many applications. There are different applications for face detection and many methods in studies. It has gained importance to know which face detection method will be used. This study aims to detect the number of the faces in an ima...
Article
Full-text available
Optical Mark Recognition (OMR) is a traditional data input technique and an important human computer interaction technique which is widely used in education testing. This paper proposes a new idea for grading multiple-choice test which is based on a camera on smartphone. The system key techniques and relevant implementations, which include the imag...

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