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Title:
RAZPOZNAVANJE OBJEKTOV V DIGITALNI SLIKI Z UPORABO NEVRONSKE MREŽE
Authors:
ID
Laznik, Niko
(
Author
)
ID
Kačič, Zdravko
(
Mentor
)
More about this mentor...
ID
Rojc, Matej
(
Comentor
)
Files:
UNI_Laznik_Niko_2011.pdf
(3,11 MB)
MD5: BDF454BFC93EB2DE5856135B8AD2A16B
PID:
20.500.12556/dkum/291540cb-fdcc-409c-8102-02a01355c091
Language:
Slovenian
Work type:
Undergraduate thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
V diplomskem delu smo natančneje predstavili digitalno sliko, njeno segmentacijo ter kot klasifikator, uporabili nevronsko mrežo. Preučili smo postopke razpoznavanja objektov v digitalni sliki in implementirali testni program. V razvitem programskem okolju smo kot iskane objekte v digitalni sliki izbrali prometne znake. S pomočjo testnega nabora slik, smo preverili uspešnost razpoznavanja oblik prometnih znakov z nevronsko mrežo. Na koncu smo predlagali možne izboljšave izvedenega postopka.
Keywords:
razpoznavanje objektov
,
procesiranje digitalne slike
,
nevronska mreža
Place of publishing:
Maribor
Publisher:
[N. Laznik]
Year of publishing:
2011
PID:
20.500.12556/DKUM-18436
UDC:
004.93:004.89(043.2)
COBISS.SI-ID:
15200790
NUK URN:
URN:SI:UM:DK:4XUFK2GO
Publication date in DKUM:
31.05.2011
Views:
2927
Downloads:
430
Metadata:
Categories:
KTFMB - FERI
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Secondary language
Language:
English
Title:
OBJECT RECOGNITION IN DIGITAL IMAGE USING NEURAL NETWORK
Abstract:
In this diploma work, we have presented a digital image, its segmentation and as a classifier implemented a neural network. We have studied different object recognition algorithms in digital images, and implemented a test program. In developed software package we selected as target objects in digital image the traffic signs. Using the test database, we valuated object recognition accuracy of the neural network classiffier. Finally, we suggested possible improvements of the defined system.
Keywords:
object recognition
,
processing digital image
,
neural network
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