Title :
An image estimation method by header information in JPEG 2000 codestreams and its application to image identification
Author :
Takimoto, Katsuma ; Dobashi, Toshiyuki ; Ishikawa, Hiroshi ; Kiya, Hitoshi
Author_Institution :
Dept. of Inf. & Commun. Syst., Tokyo Metropolitan Univ., Hino, Japan
Abstract :
We propose an image estimation method by using header information in JPEG 2000 codestreams. Some information is directly extracted from header parts, and is used to estimate an original image without using any body data. From the estimated images, image signature values, which are utilized in MPEG 7 for image retrieval or image identification, are calculated as an image similarity index. Moreover, the relationship between estimated images and original ones are considered with the object of both image identification in the compressed domain and secure image management, by using the signature values. The experimental results show the effectiveness of the proposed method.
Keywords :
data compression; feature extraction; image coding; image retrieval; object detection; JPEG 2000 codestreams; MPEG 7; header information extraction; image compressed domain; image estimation method; image retrieval; image signature values; image similarity index; secure image management; Databases; Discrete wavelet transforms; Encoding; Estimation; Image coding; Motion pictures; Transform coding;
Conference_Titel :
Circuits and Systems (APCCAS), 2014 IEEE Asia Pacific Conference on
Conference_Location :
Ishigaki
DOI :
10.1109/APCCAS.2014.7032710