DocumentCode
2451488
Title
A DCT-domain compressed images registration approach
Author
Xiangyu Yu ; Hengyu Zhao ; Tao Zhang
Author_Institution
Sch. of Electron. & Inf. Eng. Sch. of Journalism & Commun., South China Univ. of Technol., Guangzhou, China
fYear
2012
fDate
16-18 July 2012
Firstpage
909
Lastpage
913
Abstract
Image registration is an important task in image processing and there are large number of methods have been proposed. However, most current approaches are processed in the spatial domain, when being applied on some images in the format of compressed such JPEG or others, de-compress procedure is necessary. In this paper, a compressed domain image registration approach is proposed, in the proposed method, edge detection is processed on DCT domain directly and cross-correlation is applied on the binary edge map. Experimental results showed that the proposed approach is faster than spatial domain method while maintain good registration precision.
Keywords
data compression; discrete cosine transforms; edge detection; image coding; image registration; DCT-domain compressed images registration approach; JPEG; binary edge map; cross-correlation; decompress procedure; edge detection; image processing; spatial domain; Computational complexity; Discrete cosine transforms; Educational institutions; Image coding; Image edge detection; Image registration; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Audio, Language and Image Processing (ICALIP), 2012 International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4673-0173-2
Type
conf
DOI
10.1109/ICALIP.2012.6376743
Filename
6376743
Link To Document