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Pregled bibliografske jedinice broj: 301459

Robust Image Registration Based on Features Extracted from Image of Edges


Ribarić, Slobodan; Mihalić, Darko
Robust Image Registration Based on Features Extracted from Image of Edges // Proceedings of the 30th International Convention MIPRO 2007 on Computers in Technical Systems and Intelligent Systems : CTS&CIS ; Vol. III = Zbornik radova 30. međunarodne konvencije MIPRO 2007 Računala u tehničkim sustavima. Inteligentni sustavi ; sv. 3 / Budin, Leo ; Ribarić, Slobodan (ur.).
Opatija: MIPRO, 2007. str. 192-197 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Robust Image Registration Based on Features Extracted from Image of Edges

Autori
Ribarić, Slobodan ; Mihalić, Darko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 30th International Convention MIPRO 2007 on Computers in Technical Systems and Intelligent Systems : CTS&CIS ; Vol. III = Zbornik radova 30. međunarodne konvencije MIPRO 2007 Računala u tehničkim sustavima. Inteligentni sustavi ; sv. 3 / Budin, Leo ; Ribarić, Slobodan - Opatija : MIPRO, 2007, 192-197

ISBN
978-953-233-030-4

Skup
Jubilarni međunarodni skup MIPRO (30 ; 2007) : Savjetovanje Računala u tehničkim sustavima

Mjesto i datum
Opatija, Hrvatska, 21-25.05.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Image registration; feature detection; feature extraction; optimal transformation; fusion

Sažetak
This paper describes a registration method of images taken from two different parts of the electromagnetic spectrum: the infrared and the visible range. Image registration includes development of the transformation in order to achieve an optimal overlapping of image pairs. The transformation is affine and consists of scaling along the x- and y-axis, translation, rotation and horizontal skew, and it is found based on features composed of two characteristic points (intersection of linear segments and/or corners) connected with one linear segment. These features are detected and extracted from the both images of edges (IR and RGB). As a measure of the best overlap, i.e., the optimal transformation, a function is used which takes into account the number of corresponding points in both images and the sum of their distances. The method is experimentally verified on numerous pairs of infrared and visible images of building facades. The examples of image registration and its evaluation are given.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

Napomena
MIPRO = Croatian Society for Information and Communication Technology, Electronics and Microelectronics



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Autor s matičnim brojem:
Slobodan Ribarić, (112300)

Citiraj ovu publikaciju

Ribarić, Slobodan; Mihalić, Darko
Robust Image Registration Based on Features Extracted from Image of Edges // Proceedings of the 30th International Convention MIPRO 2007 on Computers in Technical Systems and Intelligent Systems : CTS&CIS ; Vol. III = Zbornik radova 30. međunarodne konvencije MIPRO 2007 Računala u tehničkim sustavima. Inteligentni sustavi ; sv. 3 / Budin, Leo ; Ribarić, Slobodan (ur.).
Opatija: MIPRO, 2007. str. 192-197 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Ribarić, S. & Mihalić, D. (2007) Robust Image Registration Based on Features Extracted from Image of Edges. U: Budin, L. & Ribarić, S. (ur.)Proceedings of the 30th International Convention MIPRO 2007 on Computers in Technical Systems and Intelligent Systems : CTS&CIS ; Vol. III = Zbornik radova 30. međunarodne konvencije MIPRO 2007 Računala u tehničkim sustavima. Inteligentni sustavi ; sv. 3.
@article{article, year = {2007}, pages = {192-197}, keywords = {image registration, feature detection, feature extraction, optimal transformation, fusion}, isbn = {978-953-233-030-4}, title = {Robust Image Registration Based on Features Extracted from Image of Edges}, keyword = {image registration, feature detection, feature extraction, optimal transformation, fusion}, publisher = {MIPRO}, publisherplace = {Opatija, Hrvatska} }