Close
Metadata

Identity statement area
Reference TypeConference Proceedings
Sitesibgrapi.sid.inpe.br
Identifier8JMKD3MGPBW34M/387LT3L
Repositorysid.inpe.br/sibgrapi/2010/09.06.13.15
Last Update2010:09.06.13.15.10 crjung@inf.ufrgs.br
Metadatasid.inpe.br/sibgrapi/2010/09.06.13.15.11
Metadata Last Update2010:10.01.04.19.38 crjung@inf.ufrgs.br
Citation KeyParolinHerzJung:2010:SeDiMe
TitleSemi-Automated Diagnosis of Melanoma Through the Analysis of Dermatological Images
FormatPrinted, On-line.
Year2010
DateAug. 30 - Sep. 3, 2010
Access Date2020, Dec. 05
Number of Files1
Size256 KiB
Context area
Author1 Parolin, Alessandro
2 Herzer, Eduardo
3 Jung, Claudio R.
Affiliation1 Unisinos
2 Unisinos
3 UFRGS
EditorBellon, Olga
Esperanša, Claudio
e-Mail Addresscrjung@inf.ufrgs.br
Conference NameConference on Graphics, Patterns and Images, 23 (SIBGRAPI)
Conference LocationGramado
Book TitleProceedings
PublisherIEEE Computer Society
Publisher CityLos Alamitos
History2010-10-01 04:19:38 :: crjung@inf.ufrgs.br -> :: 2010
Content and structure area
Is the master or a copy?is the master
Document Stagecompleted
Transferable1
Content TypeExternal Contribution
Tertiary TypeFull Paper
Keywordsimage processing, medical imaging, classification, MDA-FKT.
AbstractMelanoma is the deadliest kind of skin cancer, but it can be 100% cured if recognized early in advance. This paper proposes a non-invasive automated skin lesion classifier based on digitized dermatological images. In the proposed approach, the lesion is initially segmented using snakes guided by an edge map based on the Wavelet Transform (WT) computed at different resolutions. A set of features is extracted from lesion pixels, and a probabilistic classifier is used to identify melanoma lesions. The detection rate of the proposed system can be adjusted to control the tradeoff between false positives and false negatives, and experimental results indicated that a false negative rate of 1.89% can be achieved, in a total accuracy rate of 82.55%.
source Directory Contentthere are no files
agreement Directory Contentthere are no files
Conditions of access and use area
Languageen
Target Filesib10_dermato_camera_ready.pdf
User Groupcrjung@inf.ufrgs.br
Visibilityshown
Allied materials area
Mirror Repositorydpi.inpe.br/banon-pc2@80/2006/08.30.19.27
Host Collectionsid.inpe.br/banon/2001/03.30.15.38
Notes area
Empty Fieldsaccessionnumber archivingpolicy archivist area callnumber copyholder copyright creatorhistory descriptionlevel dissemination documentstage doi edition electronicmailaddress group holdercode isbn issn label lineage mark nextedition nexthigherunit notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume

Close