An efficient image compression technique using Tchebichef bit allocation

被引:27
|
作者
Ernawan, Ferda [1 ]
Kabir, Nomani [1 ]
Zamli, Kamal Zuhairi [1 ]
机构
[1] Univ Malaysia Pahang, IBM Ctr Excellence, Fac Comp Syst & Software Engn, Lebuhraya Tun Razak, Gambang 26300, Kuantan, Malaysia
来源
OPTIK | 2017年 / 148卷
关键词
Image compression; Bit allocation; Psychovisual threshold; Tchebichef moments; QUALITY ASSESSMENT;
D O I
10.1016/j.ijleo.2017.08.007
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The psychovisual technique has brought about significant improvement in pursuing image analysis and image reconstruction. The psychovisual threshold can be utilized to find the optimal bits-budget for image signals. The psychovisual system is developed based on noticeable distortion of the compressed image from an original image in frequency order. This paper proposes an image compression technique using Tchebichef psychovisual threshold for generating an optimal bits-budget of image signals. The bits-budget is designed to replace the main role of quantization tables in image compression. The experimental results show that the proposed bits-budget technique can improve the visual quality of image output by 42% of JPEG compression. The visual image quality of Thcebichef bits allocation produces less artifact effect and distortion of the image pixels. A set of bits budgets gives excellent improvement in the image quality at a low average bit length of Huffman code than the image coding using quantization tables. (C) 2017 Elsevier GmbH. All rights reserved.
引用
收藏
页码:106 / 119
页数:14
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