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Title:
ISKANJE PODOBNIH SLIK S KOHONENOVIMI MREŽAMI
Authors:
ID
Petek, Žiga
(
Author
)
ID
Guid, Nikola
(
Mentor
)
More about this mentor...
Files:
UNI_Petek_Ziga_2010.pdf
(3,30 MB)
MD5: 80413B0C3668920BFF8E21E505F98251
PID:
20.500.12556/dkum/7ede5609-e468-42c0-aae6-9a5af14f099b
Language:
Slovenian
Work type:
Undergraduate thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
V diplomski nalogi bomo implementirali sistem za prepoznavanje slik po vsebini (CBIR— content based image retrieval) s pomočjo Kohonenove samoorganizirajoče mreže. Ta vrsta nevronskih mrež je že dolgo močno orodje na področju vizualizacije podatkov ter urejanja podatkov v skupine.
Keywords:
Kohonenova samoorganizirajoča mreža
,
analiza slik
,
sistemi CBIR
,
značilke
,
barvni modeli
Place of publishing:
Maribor
Publisher:
[Ž. Petek]
Year of publishing:
2010
PID:
20.500.12556/DKUM-16694
UDC:
004.032.26:004.934(043.2)
COBISS.SI-ID:
14976022
NUK URN:
URN:SI:UM:DK:HIA4LEYU
Publication date in DKUM:
06.01.2011
Views:
2124
Downloads:
176
Metadata:
Categories:
KTFMB - FERI
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Secondary language
Language:
English
Title:
KOHONEN NEURAL NETWORK AND CONTENT BASED IMAGE RECOGNITION
Abstract:
In this thesis we implement a content based image retrieval system based on the Kohonen's self organized map. This type of artificial neural networks proved to be a powerfull tool for visualization and data clustering.
Keywords:
Kohonen's self-organizing map
,
image analysis
,
CBIR systems
,
image features
,
colour models
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