Title :
Optimum word length allocation for multipliers of integer DCT [image coding]
Author :
Iwahashi, Masahiro ; Nishida, Osamu ; Chokchaitam, Somchart ; Kambayashi, Noriyoshi
Author_Institution :
Nagaoka Univ. of Technol., Niigata, Japan
Abstract :
Recently, the integer DCT (Int-DCT), which has rounding operations in the lifting structure, is attracting many researchers attention as an effective method for DCT based lossy/lossless unified coding. So far, focuses of the previous reports relevant to the Int-DCT have been limited to a few topics such as how to reduce the number of multipliers with the four point lossless Hadamard transform and the non-separable two dimensional LDCT. What seems to be lacking, however, is how to express multiplier word length as short as possible for reduction of hardware complexity. This report defines a new "SNR sensitivity" as an indicator of how the word length truncation of multiplier coefficients affects quality of the decoded image, and also proposes a new word length allocation method based on the sensitivity. As a result, two [bit] on average shorter word length is attained under equivalent quality of the decoded image.
Keywords :
discrete cosine transforms; image coding; multiplying circuits; sensitivity analysis; Int-DCT; JPEG image coding; SNR sensitivity; decoded image quality; discrete cosine transform; hardware complexity reduction; image coding; integer DCT multipliers; lifting structure rounding operations; lossless Hadamard transform; lossless unified coding; lossy unified coding; multiplier coefficient word length truncation; multiplier number reduction; nonseparable 2D LDCT; optimum multiplier word length allocation; Artificial intelligence; Communication standards; Decoding; Discrete cosine transforms; Discrete transforms; Focusing; Hardware; Image coding; Image communication; Image storage;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1205992