Pregled bibliografske jedinice broj: 71269
Application of Gabor Filters for Efficient Image Representation
Application of Gabor Filters for Efficient Image Representation // Proceedings of the 8th International Workshop on Systems, Signals and Image Processing (IWSSIP 2001, ) / Cristea, Paul ; Tuduce, Rodica ; Negrescu, Sevim (ur.).
Bukurešt: BREN, 2001. str. 43-46 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 71269 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Application of Gabor Filters for Efficient Image Representation
Autori
Grgić, Mislav ; Grgić, Sonja ; Ghanbari, Mohammed
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 8th International Workshop on Systems, Signals and Image Processing (IWSSIP 2001, )
/ Cristea, Paul ; Tuduce, Rodica ; Negrescu, Sevim - Bukurešt : BREN, 2001, 43-46
Skup
International Workshop on Systems, Signals and Image Processing (8 ; 2001)
Mjesto i datum
Bukurešt, Rumunjska, 07.06.2001. - 09.06.2001
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Gabor filters; image representation; image retrieval
Sažetak
In this paper we show the application of Gabor wavelet in image features extraction. Using Gabor wavelets an image is decomposed into MxL filtered images. For each filtered image the mean value and standard deviation of the energy distribution of the Gabor transform coefficients are computed. An image is described by a feature vector with MxL feature parameters. Gabor feature extraction is applied on a large image database and retrieval results are presented. Our results show that application of Gabor filters in image retrieval system provide high retrieval accuracy.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
