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06/01/2022
A Survey on Deep Learning for Skin Lesion Segmentation
Skin cancer is a major public health problem that could benefit from com...
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05/16/2021
Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation
Facial phenotyping has recently been successfully exploited for medical ...
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03/27/2019
Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework
Behavioural phenotyping of Drosophila is an important means in biologica...
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02/09/2019
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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10/13/2017
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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01/28/2016
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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09/12/2014
Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm
Over the past five decades, k-means has become the clustering algorithm ...
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12/26/2013
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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04/28/2013
Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering
K-means is undoubtedly the most widely used partitional clustering algor...
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09/10/2012
A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm
K-means is undoubtedly the most widely used partitional clustering algor...
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06/10/2012
Comments on "On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension"
Mukherjee (Pattern Recognition Letters, vol. 32, pp. 824-831, 2011) rece...
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01/02/2011
Improving the Performance of K-Means for Color Quantization
Color quantization is an important operation with many applications in g...
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10/30/2010
Lesion Border Detection in Dermoscopy Images
Background: Dermoscopy is one of the major imaging modalities used in th...
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10/30/2010
Fast Color Quantization Using Weighted Sort-Means Clustering
Color quantization is an important operation with numerous applications ...
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09/06/2010
Approximate Lesion Localization in Dermoscopy Images
Background: Dermoscopy is one of the major imaging modalities used in th...
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09/06/2010
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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09/06/2010
Automatic Detection of Blue-White Veil and Related Structures in Dermoscopy Images
Dermoscopy is a non-invasive skin imaging technique, which permits visua...
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09/06/2010
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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09/06/2010
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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09/06/2010
Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations
Vector operators based on robust order statistics have proved successful...
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09/05/2010
Real-Time Implementation of Order-Statistics Based Directional Filters
Vector filters based on order-statistics have proved successful in remov...
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09/05/2010
Distance Measures for Reduced Ordering Based Vector Filters
Reduced ordering based vector filters have proved successful in removing...
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09/04/2010
Fast Color Space Transformations Using Minimax Approximations
Color space transformations are frequently used in image processing, gra...
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08/28/2010