Turkish Journal of Electrical Engineering and Computer Sciences
FPGA implementation of a low-power and area-efficient state-table-based compression algorithm for DSLR cameras
Small image acquisition devices like digital single lens reflex (DSLR) cameras most commonly use Joint Photographic Expects Group (JPEG) coding standard for lossy compression. Although JPEG is a simple coding standard, its compression efficiency is very low as compared to any typical state-of-the-art image coding standards like set partitioning in hierarchical trees (SPIHT). In this paper, a novel state-table-based SPIHT (STS) algorithm and its field programmable gate array (FPGA) implementation is proposed. The STS uses two small state-tables and two extremely small lists. The STS not only provides better compression efficiency than the state-of-the-art JPEG 2000 at high bit rates but also requires very small memory to hold the state-tables and lists in comparison to SPIHT. On average STS requires 0.86\% of the memory needed by SPIHT when evaluated for image sizes ranging from 4 Mpixels to 40 Mpixels. The implementation results show that STS consumes very less FPGA area in comparison to SPIHT-based architectures. The dynamic power dissipation of STS is also less than that of JPEG-like compression standards. This makes our proposed algorithm a better candidate for compression in low-power, low-memory digital image acquisition devices.
Set partitioning in hierarchical trees, very large-scale integration, image compression, dynamic power dissipation, field programmable logic array, digital single lens reflex
LONE, MOHD RAFI and HAKIM, NAJEEB UD DIN
"FPGA implementation of a low-power and area-efficient state-table-based compression algorithm for DSLR cameras,"
Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 26:
6, Article 12.
Available at: https://journals.tubitak.gov.tr/elektrik/vol26/iss6/12
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