DocumentCode
1675989
Title
Importance coding of still imagery based on importance maps of visually interpretable regions
Author
Nguyen, A. ; Chandran, Vinod ; Sridharan, Sridha ; Prandolini, R.
Author_Institution
Res. Concentration in Speech, Audio & Video Technol., Queensland Univ. of Technol., Brisbane, Qld., Australia
Volume
3
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
776
Abstract
The paper proposes a general framework for the importance coding of still images to maximise the interpretability versus bitrate performance. The interpretability of an image to achieve maximum content recognition is important in a diverse range of applications such as surveillance and medical. Importance coding aims to address this problem by prioritisation of the encoded image bit-stream based on the importance of regions in an image. Consequently, the most important features required for interpretability are encoded and transmitted earlier in the encoded image bit-stream. The notion of importance maps, which provide a systematic approach for the assignment of relative importance of regions in an image, are presented and its use in importance coding is developed. One highly desirable advantage of the proposed importance coding framework is that it can be implemented by the EBCOT (embedded block coding with optimised truncation) coder, which has been selected as the core-coding algorithm in JPEG 2000
Keywords
block codes; data compression; image coding; transform coding; wavelet transforms; bitrate performance; compression algorithm; content recognition; embedded block coding; image coding; importance coding; importance maps; interpretability; optimised truncation; visually interpretable regions; wavelet transform; Australia; Biomedical imaging; Humans; Image analysis; Image coding; Image recognition; Image storage; Quality management; Speech; Surveillance;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location
Thessaloniki
Print_ISBN
0-7803-6725-1
Type
conf
DOI
10.1109/ICIP.2001.958235
Filename
958235
Link To Document