Adaptive Stretching Method for Underwater Image Color Correction

被引:12
作者
Ao, Jun [1 ]
Ma, Chunbo [1 ]
机构
[1] Guilin Univ Elect Technol, Guangxi Key Lab Precis Nav Technol & Applicat, Guilin, Guangxi, Peoples R China
关键词
Adaptive; underwater image; color correction;
D O I
10.1142/S0218001418540010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The physical properties of water lead to attenuation of light that travels through the water channel. The attenuation is dependent on the color spectrum wavelength, that results in low contrast and color cast in image acquisition. Several methods have been proposed to handle these problems, such as Linear Stretching, Histogram Equalization (HE) and their variants. Considering the advantages of HE and Linear Stretching, this paper presents a new Adaptive Linear Stretch method (ALS) which can effciently improve the subjective impression of the traditional Linear Stretching and keep the computational cost low at the same time. To achieve adaptability, the adaptable threshold is deduced from the histogram of image. Performance analysis reveals that the proposed method significantly enhances the image contrast, reduces the color cast and meanwhile, keeps the computational consumption low.
引用
收藏
页数:14
相关论文
共 13 条
[1]  
[Anonymous], INT J COMPUT VIS
[2]  
Carlevaris-Bianco N., 2010, OCEANS, P1, DOI DOI 10.1109/OCEANS.2010.5664428
[3]  
Garg R., 2011, International Journal of Electronics and Comunication Technologies, V2, P107
[4]   Underwater image quality enhancement through integrated color model with Rayleigh distribution [J].
Ghani, Ahmad Shahrizan Abdul ;
Isa, Nor Ashidi Mat .
APPLIED SOFT COMPUTING, 2015, 27 :219-230
[5]   Single Image Haze Removal Using Dark Channel Prior [J].
He, Kaiming ;
Sun, Jian ;
Tang, Xiaoou .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2011, 33 (12) :2341-2353
[6]  
Hitam Muhammad Suzuri, 2013, 2013 INT C COMPUTER
[7]   Weighted fuzzy mean filters for image processing [J].
Lee, CS ;
Kuo, YH ;
Yu, PT .
FUZZY SETS AND SYSTEMS, 1997, 89 (02) :157-180
[8]   New framework for automatic white balancing of digital camera images [J].
Lukac, Rastislav .
SIGNAL PROCESSING, 2008, 88 (03) :582-593
[9]   ADAPTIVE HISTOGRAM EQUALIZATION AND ITS VARIATIONS [J].
PIZER, SM ;
AMBURN, EP ;
AUSTIN, JD ;
CROMARTIE, R ;
GESELOWITZ, A ;
GREER, T ;
TERHAARROMENY, B ;
ZIMMERMAN, JB ;
ZUIDERVELD, K .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1987, 39 (03) :355-368
[10]  
Sahu P., 2014, Int. J. Comput. Appl, V87, P19, DOI 10.5120/15268-3743