3d Edge Detection Based On Boolean Functions And Local Operators

dc.creatorda Silva
dc.creatorRicardo Dutra; Minghim
dc.creatorRosane; Pedrini
dc.creatorHelio
dc.date2015-JAN
dc.date2016-06-07T13:14:17Z
dc.date2016-06-07T13:14:17Z
dc.date.accessioned2018-03-29T01:35:04Z
dc.date.available2018-03-29T01:35:04Z
dc.identifier
dc.identifier3d Edge Detection Based On Boolean Functions And Local Operators. World Scientific Publ Co Pte Ltd, v. 15, p. JAN-2015.
dc.identifier0219-4678
dc.identifierWOS:000365771000003
dc.identifier10.1142/S0219467815500035
dc.identifierhttp://www.worldscientific.com/doi/abs/10.1142/S0219467815500035
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/241602
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1305300
dc.descriptionEdge detection is one of the most commonly used operations in image processing and computer vision areas. Edges correspond to the boundaries between regions in an image, which are useful for object segmentation and recognition tasks. This work presents a novel method for 3D edge detection based on Boolean functions and local operators, which is an extension of the 2D edge detector introduced by Vemis et al. [ Signal Processing 45(2), 161-172 (1995)] The proposed method is composed of two main steps. An adaptive binarization process is initially applied to blocks of the image and the resulting binary map is processed with a set of Boolean functions to identify edge points within the blocks. A global threshold, calculated to estimate image intensity variation, is then used to reduce false edges in the image blocks. The proposed method is compared to other 3D gradient filters: Canny, Monga-Deriche, Zucker-Hummel and Sobel operators. Experimental results demonstrate the effectiveness of the proposed technique when applied to several 3D synthetic and real data sets.
dc.description15
dc.description1
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dc.languageen
dc.publisherWORLD SCIENTIFIC PUBL CO PTE LTD
dc.publisher
dc.publisherSINGAPORE
dc.relationINTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS
dc.rightsfechado
dc.sourceWOS
dc.subjectImages
dc.subjectSelection
dc.title3d Edge Detection Based On Boolean Functions And Local Operators
dc.typeArtículos de revistas


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