Image segmentation using pulse coupled neural networks (CROSBI ID 509000)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Liatsis, Panos ; Li, Bo ; Kos, Tomislav ; Srdić, Ida
engleski
Image segmentation using pulse coupled neural networks
This manuscript deals with the application of Seeded Region Growing (SRG) and Pulse Coupled Neural Networks (PCNN) in image segmentation. SRG selects the initial seed points for the initialisation of the algorithm. During this process, the neighbours of the seed pixels are compared to certain similarity criteria and are appropriately merged to regions. PCNN have recently become popular in image processing applications. They have a dedicated architecture consisting of feeding/linking fields and spike generator and do not require training. The performance of the two techniques will be thoroughly investigated with applications to cDNA microarray images.
Image Segmentation; Seeded Region Growing; Pulse Coupled Neural Networks
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Podaci o prilogu
129-133-x.
2005.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 12th International Workshop on Systems, Signals and Image Processing, IWSSIP 2005
Karras, Dimitrios A. ; Voliotis, Stamatios ; Rangoussi, Maria ; Kokkosis, Apostolos
Ženeva: Inderscience Enterprises Ltd
Podaci o skupu
12th International Workshop on Systems, Signals and Image Processing
predavanje
22.09.2005-24.09.2005
Halkida, Grčka