A self-adaptive Contrast Enhancement Method Based on Gradient and Intensity Histogram for Remote Sensing Images

被引：0
|
作者：
Chen, Tieqiao [1 ,2 ]
Liu, Jiahang [1 ]
Su, Xiuqin [1 ]
Liu, Jia [1 ]
Zhu, Feng [1 ,2 ]
Wang, Yihao [1 ]
机构：
[1] Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
来源：
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, INFORMATION SCIENCE & APPLICATION TECHNOLOGY (ICCIA 2017) | 2017年 / 74卷
关键词：
Contrast enhancement; remote sensing image; self-adaptive algorithm; gradient and intensity histogram; EQUALIZATION;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper proposes an efficient method to modify gradient and intensity histograms (GIH) for contrast enhancement, which plays an important role in remote sensing image processing and information extraction. First, a self-adaptive algorithm is used to flatten the shape of GIH of input image according to standard deviation of GIH. Then, the standard lookup table-based histogram equalization procedure is applied to get well enhanced image. Experimental results, using various remote sensing images, show that the proposed method generates enhanced images with more information and higher visual quality, compared with several conventional methods.
引用
收藏
页码：324 / 328
页数：5
相关论文
共 50 条
  • [1] A Self-adaptive Remote Sensing Image Enhancement Method Based on Gradient and Intensity Histogram
    Lu, Zhuanli
    Liu, Jiahang
    Chen, Tieqiao
    Kang, Chaomeng
    Yu, Kai
    AOPC 2017: OPTICAL SENSING AND IMAGING TECHNOLOGY AND APPLICATIONS, 2017, 10462
  • [2] An Efficient Contrast Enhancement Method for Remote Sensing Images
    Liu, Jiahang
    Zhou, Chenghu
    Chen, Peng
    Kang, Chaomeng
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (10) : 1715 - 1719
  • [3] Adaptive gamma correction for contrast enhancement of remote sensing images
    Shubhi Kansal
    Rajiv Kumar Tripathi
    Multimedia Tools and Applications, 2019, 78 : 25241 - 25258
  • [4] Adaptive gamma correction for contrast enhancement of remote sensing images
    Kansal, Shubhi
    Tripathi, Rajiv Kumar
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (18) : 25241 - 25258
  • [5] AN EFFECTIVE ROAD EXTRACTION METHOD from REMOTE SENSING IMAGES BASED on SELF-ADAPTIVE THRESHOLD FUNCTION
    Wang, Zhuozheng
    Zhang, Meng
    Liu, Wei
    2019 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2019, : 455 - 460
  • [6] Variational model for contrast enhancement of remote sensing images based on perception and gradient domain
    College of Meteorology and Oceanography, PLA University of Science and Technology, Nanjing
    211101, China
    不详
    210096, China
    Dongnan Daxue Xuebao, 6 (1051-1056):
  • [7] Enhancement of Microscopic Images Using Modified Self-Adaptive Plateau Histogram Equalization
    Kong, Nicholas Sia Pik
    Ibrahim, Haidi
    Ooi, Chen Hee
    Chieh, Derek Chan Juinn
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT, VOL 2, 2009, : 308 - +
  • [8] Contrast Enhancement Using Dominant Brightness Level Analysis and Adaptive Intensity Transformation for Remote Sensing Images
    Lee, Eunsung
    Kim, Sangjin
    Kang, Wonseok
    Seo, Doochun
    Paik, Joonki
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (01) : 62 - 66
  • [9] Saliency detection based on self-adaptive multiple feature fusion for remote sensing images
    Zhang, Libao
    Liu, Yanan
    Zhang, Jue
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 40 (22) : 8270 - 8297
  • [10] A least square matching optimization method of low altitude remote sensing images based on self-adaptive patch
    Yang, Nan
    Zhang, Yaping
    Li, Jialin
    2020 6TH INTERNATIONAL CONFERENCE ON ENERGY, ENVIRONMENT AND MATERIALS SCIENCE, 2020, 585
12345