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Lesion Border Detection in Dermoscopy Images
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer +1
Background: Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and other pigmented skin lesions. Due to the difficulty and subjectivity of human in…
Fast Color Quantization Using Weighted Sort-Means Clustering
M. Emre Celebi
Color quantization is an important operation with numerous applications in graphics and image processing. Most quantization methods are essentially based on data clustering algorit…
Approximate Lesion Localization in Dermoscopy Images
M. Emre Celebi, Hitoshi Iyatomi, Gerald Schaefer +1
Background: Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and other pigmented skin lesions. Due to the difficulty and subjectivity of human in…
An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images
M. Emre Celebi, Gerald Schaefer, Hitoshi Iyatomi +3
Background: Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and other pigmented skin lesions. Due to the difficulty and subjectivity of human in…
Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images
M. Emre Celebi, Hitoshi Iyatomi, William V. Stoecker +4
Dermoscopy is a non-invasive skin imaging technique, which permits visualization of features of pigmented melanocytic neoplasms that are not discernable by examination with the nak…
Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan
In this paper, a comprehensive survey of 48 filters for impulsive noise removal from color images is presented. The filters are formulated using a uniform notation and categorized…