
Social Behavioral Phenotyping of Drosophila with a2D3D Hybrid CNN Framework
Behavioural phenotyping of Drosophila is an important means in biologica...
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Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
The International Skin Imaging Collaboration (ISIC) is a global partners...
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Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collabora
This article describes the design, implementation, and results of the la...
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An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning
The incidence of malignant melanoma continues to increase worldwide. Thi...
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Linear, Deterministic, and OrderInvariant Initialization Methods for the KMeans Clustering Algorithm
Over the past five decades, kmeans has become the clustering algorithm ...
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Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods
Dermoscopy is one of the major imaging modalities used in the diagnosis ...
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Deterministic Initialization of the KMeans Algorithm Using Hierarchical Clustering
Kmeans is undoubtedly the most widely used partitional clustering algor...
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A Comparative Study of Efficient Initialization Methods for the KMeans Clustering Algorithm
Kmeans is undoubtedly the most widely used partitional clustering algor...
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Comments on "On Approximating Euclidean Metrics by Weighted tCost Distances in Arbitrary Dimension"
Mukherjee (Pattern Recognition Letters, vol. 32, pp. 824831, 2011) rece...
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Improving the Performance of KMeans for Color Quantization
Color quantization is an important operation with many applications in g...
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Lesion Border Detection in Dermoscopy Images
Background: Dermoscopy is one of the major imaging modalities used in th...
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Fast Color Quantization Using Weighted SortMeans Clustering
Color quantization is an important operation with numerous applications ...
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Approximate Lesion Localization in Dermoscopy Images
Background: Dermoscopy is one of the major imaging modalities used in th...
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An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images
Background: Dermoscopy is one of the major imaging modalities used in th...
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Automatic Detection of BlueWhite Veil and Related Structures in Dermoscopy Images
Dermoscopy is a noninvasive skin imaging technique, which permits visua...
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Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images
In this paper, a comprehensive survey of 48 filters for impulsive noise ...
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A Fast Switching Filter for Impulsive Noise Removal from Color Images
In this paper, we present a fast switching filter for impulsive noise re...
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CostEffective Implementation of OrderStatistics Based Vector Filters Using Minimax Approximations
Vector operators based on robust order statistics have proved successful...
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RealTime Implementation of OrderStatistics Based Directional Filters
Vector filters based on orderstatistics have proved successful in remov...
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Distance Measures for Reduced Ordering Based Vector Filters
Reduced ordering based vector filters have proved successful in removing...
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Fast Color Space Transformations Using Minimax Approximations
Color space transformations are frequently used in image processing, gra...
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On Euclidean Norm Approximations
Euclidean norm calculations arise frequently in scientific and engineeri...
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M. Emre Celebi
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Professor and Department Head at University of Central Arkansas