Remote sensing image enhancement using hazy image model

被引:17
|
作者
Kaplan, N. H. [1 ]
机构
[1] Erzurum Tech Univ, Dept Elect & Elect Engn, TR-25700 Erzurum, Turkey
来源
OPTIK | 2018年 / 155卷
关键词
Image enhancement; Remote sensing images; Hazy image model; HISTOGRAM EQUALIZATION; GAMMA CORRECTION;
D O I
10.1016/j.ijleo.2017.10.132
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, an effective and simple enhancement method for remotely sensed images is proposed to improve the visual quality of the image. Proposed method uses the hazy image model for image enhancement. Hazy image model consist of two unknown parameters, the global airlight and the transmission map. The proposed method determines the global airlight and the transmission map, by using simple statistical values (the standard deviation and the mean value) of the original image. The proposed method enhances the images better than the former methods, as well as keeps the original reflectance values of the input image better compared to the traditional remote sensing enhancement methods. (C) 2017 Elsevier GmbH. All rights reserved.
引用
收藏
页码:139 / 148
页数:10
相关论文
共 50 条
  • [31] Remote sensing image data enhancement based on improved SinGAN
    Yan-fei, Peng
    Jia-nan, Deng
    Gang, Wang
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2023, 38 (03) : 387 - 396
  • [32] Remote sensing image processing using MCDF
    Ma, ZQ
    Guo, WW
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2004, 3214 : 454 - 460
  • [33] A Novel Remote Sensing Image Enhancement Method Using Unsharp Masking in NSST Domain
    Li, Liangliang
    Si, Yujuan
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2018, 46 (09) : 1445 - 1455
  • [34] A Novel Remote Sensing Image Enhancement Method Using Unsharp Masking in NSST Domain
    Liangliang Li
    Yujuan Si
    Journal of the Indian Society of Remote Sensing, 2018, 46 : 1445 - 1455
  • [36] Image enhancement using Logarithmic Image Processing Model
    Mishra, N
    Kumar, PS
    Chandrakanth, R
    Ramachandran, R
    IETE JOURNAL OF RESEARCH, 2000, 46 (05) : 309 - 313
  • [37] A Dehazing Method for Remote Sensing Image Under Nonuniform Hazy Weather Based on Deep Learning Network
    Jiang, Bo
    Wang, Jinshuai
    Wu, Yuwei
    Wang, Shuaibo
    Zhang, Jinyue
    Chen, Xiaoxuan
    Li, Yaowei
    Li, Xiaoyang
    Wang, Lin
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [38] HAZY REMOTE SENSING IMAGE RESTORATION BASED ON SALIENCY-GUIDED TRANSMISSION OPTIMIZATION AND TEXTURE BOOSTING
    Liu, Yanmeng
    Zhang, Libao
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 6109 - 6112
  • [39] GLFFNet model for remote sensing image scene classification
    Wang W.
    Deng J.
    Wang X.
    Li Z.
    Yuan P.
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2023, 52 (10): : 1693 - 1702
  • [40] Remote sensing image classification based on DBN model
    Lü, Qi, 1911, Science Press (51):