A Low-power Color Mosaic Image Compressor Based on Optimal Combination of 1-D Discrete Wavelet Packet Transform and DPCM for Wireless Capsule Endoscopy

被引:0
作者
Fante, Kinde A. [1 ]
Bhaumik, Basabi [1 ]
Chatterjee, Shouri [1 ]
机构
[1] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 110016, India
来源
BIODEVICES: PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON BIOMEDICAL ELECTRONICS AND DEVICES | 2015年
关键词
Wireless Capsule Endoseopy; Discrete Wavelet Packet Transform; Mosaic Image; Compressor; Low-power; SYSTEM;
D O I
10.5220/0005284701900197
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A novel low-power endoscopic image compressor is designed that occupies small silicon chip area, gives a high compression rate and maintains acceptable image quality. By utilizing unique properties of human gastrointestinal tract images, computationally simple and elegant methods are employed. The employed methods are lifting scheme based two level 1-D discrete wavelet packet transform, uniform quantization, chrominance component sub-sampling, differential pulse code modulation and Golomb-Rice entropy encoder. All the modules are highly optimized from computational complexity, efficiency and memory requirement perspectives. The proposed algorithm requires neither demosaicking nor de-interleaving operations that require large memory and consume a significant amount of power. The proposed image compression scheme achieves a compression rate of 81.31 % with peak signal to noise ratio of 39.45 dB. The implementation of the algorithm in 130 nm standard CMOS process technology occupies a co (More)
引用
收藏
页码:190 / 197
页数:8
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