Contrast Enhancement Using Lifting Wavelet Transform

被引：0
|
作者：
Singh, Koushlendra K. [1 ]
Pandey, Rajesh K. [1 ]
Suman, Suraj [2 ]
机构：
[1] PDPM Indian Inst Informat Technol, Design Mfg, Jabalpur, MP, India
[2] Indian Inst Technol, Patna, Bihar, India
来源：
2014 INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICCICCT) | 2014年
关键词：
Lifting Wavelet Transform; Singular Value Decomposition; Image Equalization; HISTOGRAM EQUALIZATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, a new method has been proposed for low contrast image enhancement based on the lifting discrete wavelet transform and singular value decomposition. The given input image decomposes in four subbands with lifting discrete wavelet transform scheme. Then, we estimate the singular value matrix of the low-low subband image and by applying inverse lifting wavelet transform reconstruct enhanced image. The proposed method also compared with the existing traditional methods like general histogram equalization, local histogram equalization and dynamic histogram equalization. The method is tested on different images. The results show that proposed method is batter then existing methods.
引用
收藏
页码：447 / 451
页数：5
相关论文
共 50 条
  • [21] A Robust Technique for Contrast Enhancement Using Quaternionic Wavelet Transform with Natural Brightness
    Vijayakumar, V. R.
    Paul, Eldho
    Shafeek, A.
    2015 INTERNATIONAL CONFERENCE ON MICROWAVE, OPTICAL AND COMMUNICATION ENGINEERING (ICMOCE), 2015, : 369 - 372
  • [22] Secure Image Restoration and Contrast Enhancement Using Wavelet Transform and Thresholding Technique
    Singh, Kumari Suniti
    Mishra, Yogesh Kumar
    Singh, Harsh Vikram
    ADVANCES IN VLSI, COMMUNICATION, AND SIGNAL PROCESSING, 2020, 587 : 829 - 839
  • [23] Global and local contrast enhancement algorithm for image using wavelet neural network and stationary wavelet transform
    张长江
    汪晓东
    张浩然
    ChineseOpticsLetters, 2005, (11) : 636 - 639
  • [24] Fractional Wavelet Transform Using an Unbalanced Lifting Structure
    Habiboglu, Y. Hakan
    Kose, Kivanc
    Cetin, A. Enis
    INDEPENDENT COMPONENT ANALYSES, WAVELETS, NEURAL NETWORKS, BIOSYSTEMS, AND NANOENGINEERING IX, 2011, 8058
  • [25] An image watermarking method using the lifting wavelet transform
    Miyazaki, Akio
    Uchiyama, Fumihiro
    2006 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1 AND 2, 2006, : 139 - +
  • [26] Freeform surface filtering using the lifting wavelet transform
    Abdul-Rahman, Hussein S.
    Jiang, Xiangqian Jane
    Scott, Paul J.
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2013, 37 (01): : 187 - 202
  • [27] Medical Image Authenticity Using Lifting Wavelet Transform
    Bhardwaj, Anuj
    PROCEEDINGS OF ACADEMIA-INDUSTRY CONSORTIUM FOR DATA SCIENCE (AICDS 2020), 2022, 1411 : 85 - 93
  • [28] On the optimization of lifting for the wavelet transform
    Yoo, H
    Jeong, J
    2002 6TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I AND II, 2002, : 833 - 836
  • [29] Image Fusion using Daubechies Complex Wavelet Transform and Lifting Wavelet Transform: a Multiresolution Approach
    Thomas, Elizabeth
    Nair, Praseeda B.
    John, Sherin N.
    Dominic, Merry
    2014 ANNUAL INTERNATIONAL CONFERENCE ON EMERGING RESEARCH AREAS: MAGNETICS, MACHINES AND DRIVES (AICERA/ICMMD), 2014,
  • [30] Contrast enhancement for image based on wavelet neural network and stationary wavelet transform
    Zhang, Changjiang
    Wang, Xiaodong
    Zhang, Haoran
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS, 2006, 3972 : 551 - 556
12345