Title :
Multilevel decomposition Discrete Wavelet Transform for hardware image compression architectures applications
Author :
Hasan, Khamees Khalaf ; Ngah, Umi Kalthum ; Salleh, M.F.M.
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. Sains Malaysia, Nibong Tebal, Malaysia
fDate :
Nov. 29 2013-Dec. 1 2013
Abstract :
In this paper, flexible hardware architecture of multi-level decomposition Discrete Wavelet Transform (DWT) is proposed for image compression applications to eliminate redundant information from the transmitted images or video frames over the wireless channel. This architecture of DWT is described and synthesized with the Very High Speed Integrated Circuit (VHSIC) Hardware Description Language (VHDL) based methodology. The design can be accommodated on any targeting Field Programmable Gate Array (FPGA) device with slight changes. It facilitates to images of size 64×64, 128×128, 256×256, and 512× 512 pixels and capable of seven levels of decomposition. In order to reduce computational complexities, Fast Haar Wavelet Transform (FHWT) is used. The reduction in the resource usage of this 2D DWT multilevel FPGA core can be used to counter severe hardware constraints of various wireless and mobile device applications.
Keywords :
Haar transforms; computational complexity; data compression; discrete wavelet transforms; field programmable gate arrays; hardware description languages; image coding; integrated circuit design; wireless channels; 2D DWT multilevel FPGA core; FHWT; FPGA device; VHDL-based methodology; VHSIC hardware description language; computational complexities; discrete wavelet transform; fast Haar wavelet transform; field programmable gate array; flexible hardware architecture; image compression applications; mobile device applications; multilevel decomposition; redundant information elimination; very high speed integrated circuit; wireless channel; wireless device applications; Computer architecture; Discrete wavelet transforms; Hardware; Image coding; Mathematical model; 2D DWT; FHWT; FPGA; Multilevel decomposition; VHDL;
Conference_Titel :
Control System, Computing and Engineering (ICCSCE), 2013 IEEE International Conference on
Conference_Location :
Mindeb
Print_ISBN :
978-1-4799-1506-4
DOI :
10.1109/ICCSCE.2013.6719981