Watershed, Smirnov Measure, Fuzzy Proximity and Sorted Near Sets

2016 ◽  
pp. 259-290
Author(s):  
James F. Peters
Keyword(s):  
Near Sets

Improved Lymphocyte Image Segmentation Using Near Sets for ALL Detection

2016 ◽  
pp. 317-334
Author(s):  
Shiwangi Chhawchharia ◽  
Subrajeet Mohapatra ◽  
Gadadhar Sahoo
Keyword(s):  
Image Segmentation ◽  
Distance Measure ◽  
Lymphoblastic Leukemia ◽  
Peripheral Blood Smear ◽  
Near Sets ◽  
Hematological Disorders ◽  
Clustering Problem ◽  
Clustering Approach ◽  
Nearness Measure ◽  
Image Segmentation Algorithm

Light microscopic examination of peripheral blood smear is considered vital for diagnosis of various hematological disorders. The objective of this paper is to develop a fast, robust and simple framework for blood microscopic image segmentation which can assist in automated detection of hematological diseases i.e. acute lymphoblastic leukemia (ALL). A near set based clustering approach is followed for color based segmentation of lymphocyte blood image. Here, a novel distance measure using near sets has been introduced. This improved nearness distance measure has been used in a clustering framework for achieving accurate lymphocyte image segmentation. The nearness measure determines the degree to which two pixels resemble each other based on a defined probe function. It is essential as image segmentation is considered here as a colour based pixel clustering problem. Lymphocyte image segmentation algorithm developed here labels each pixel into nucleus, cytoplasm or background region based on the nearness measure.

Flow Graphs: Analysis with Near Sets

2013 ◽  
Vol 7 (1) ◽  
pp. 11-29 ◽  
Author(s):  
Sheela Ramanna ◽  
Doungrat Chitcharoen
Keyword(s):  
Near Sets ◽  
Flow Graphs

Topological Sorting of Finitely Near Sets

2016 ◽  
Vol 10 (2) ◽  
pp. 273-277 ◽  
Author(s):  
Irakli Dochviri ◽  
James F. Peters
Keyword(s):  
Near Sets ◽  
Topological Sorting

scholarly journals Applications of Near Sets

2012 ◽  
Vol 59 (04) ◽  
pp. 1 ◽  
Author(s):  
Jim Peters ◽  
Som Naimpally
Keyword(s):  
Near Sets

Near sets through fuzzy similarity relation

2014 ◽  
Vol 8 ◽  
pp. 2035-2040
Author(s):  
Rogi Jacob ◽  
Sunny Kuriakose A
Keyword(s):  
Similarity Relation ◽  
Near Sets ◽  
Fuzzy Similarity ◽  
Fuzzy Similarity Relation
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