1.2k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Academy of AthensGR8 papers
- Chinese Academy of SciencesCN8 papers
- Houston Advanced Research CenterUS8 papers
- Institute of Theoretical PhysicsCN8 papers
- Texas A&M UniversityUS8 papers
- University of Chinese Academy of SciencesCN8 papers
- Georgia Institute of TechnologyUS6 papers
- Louisiana State UniversityUS6 papers
- Hosei UniversityJP5 papers
- Wayne State UniversityUS4 papers
- Mitchell InstituteUS3 papers
- University of TulsaUS3 papers
12 papers · 1 filter
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)
David Gutman, Noel C. F. Codella, Emre Celebi +4
In this article, we describe the design and implementation of a publicly accessible dermatology image analysis benchmark challenge. The goal of the challenge is to sup- port resear…
An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning
Nabin K. Mishra, M. Emre Celebi
The incidence of malignant melanoma continues to increase worldwide. This cancer can strike at any age; it is one of the leading causes of loss of life in young persons. Since this…
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods
M. Emre Celebi, Quan Wen, Sae Hwang +2
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 interpretation…
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…
Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations
M. Emre Celebi, Hassan A. Kingravi, Rastislav Lukac +1
Vector operators based on robust order statistics have proved successful in digital multichannel imaging applications, particularly color image filtering and enhancement, in dealin…
Real-Time Implementation of Order-Statistics Based Directional Filters
M. Emre Celebi
Vector filters based on order-statistics have proved successful in removing impulsive noise from color images while preserving edges and fine image details. Among these filters, th…
Distance Measures for Reduced Ordering Based Vector Filters
M. Emre Celebi
Reduced ordering based vector filters have proved successful in removing long-tailed noise from color images while preserving edges and fine image details. These filters commonly u…
Fast Color Space Transformations Using Minimax Approximations
M. Emre Celebi, Hassan Kingravi, Fatih Celiker
Color space transformations are frequently used in image processing, graphics, and visualization applications. In many cases, these transformations are complex nonlinear functions,…