Detection of breast abnormalities of thermograms based on a new segmentation method
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096548" target="_blank" >RIV/61989100:27240/15:86096548 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/15:86096548
Result on the web
<a href="https://fedcsis.org/proceedings/2015/drp/318.html" target="_blank" >https://fedcsis.org/proceedings/2015/drp/318.html</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.15439/2015F318" target="_blank" >10.15439/2015F318</a>
Alternative languages
Result language
angličtina
Original language name
Detection of breast abnormalities of thermograms based on a new segmentation method
Original language description
Breast cancer is one from various diseases that has got great attention in the last decades. This due to the number of women who died because of this disease. Segmentation is always an important step in developing a CAD system. This paper proposed an automatic segmentation method for the Region of Interest (ROI) from breast thermograms. This method is based on the data acquisition protocol parameter (the distance from the patient to the camera) and the image statistics of DMR-IR database. To evaluated the results of this method, an approach for the detection of breast abnormalities of thermograms was also proposed. Statistical and texture features from the segmented ROI were extracted and the SVM with its kernel function was used to detect the normal and abnormal breasts based on these features. The experimental results, using the benchmark database, DMR-IR, shown that the classification accuracy reached (100%). Also, using the measurements of the recall and the precision, the classifi
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems
ISBN
978-83-60810-65-1
ISSN
2300-5963
e-ISSN
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Number of pages
7
Pages from-to
255-261
Publisher name
Polskie Towarzystwo Informatyczne
Place of publication
Varšava
Event location
Łódź
Event date
Sep 13, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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