Title :
Two-stage wireless capsule image compression with low complexity and high quality
Author :
Yingke Gu ; Xiang Xie ; Guolin Li ; Tianjia Sun ; Zhihua Wang
Author_Institution :
Inst. of Microelectron., Tsinghua Univ., Beijing, China
Abstract :
Proposed is a two-stage image compression method for wireless capsule endoscopy images to provide high compression rate and high image quality. The first stage, implemented inside the wireless capsule, contains a very low complexity integer transform followed by an optimised quantisation and Huffman encoding. The second stage is a simple post-processing for high subjective visual quality of the reconstructed image, which is applied outside the capsule. The compression method can provide not only high compression rate (86%) and high image quality (39.2%dB), but also low computation complexity.
Keywords :
Huffman codes; data compression; endoscopes; image coding; image reconstruction; medical image processing; Huffman encoding; high compression rate; high image quality; high subjective visual quality; image reconstruction; low complexity integer transform; low computation complexity; optimised quantisation; simple post-processing; two-stage wireless capsule image compression method; wireless capsule endoscopy images;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2012.3470