Visual Enhancement Techniques For Underwater Images

被引:0
|
作者
Lakshmi, Ch. Jaya [1 ]
Prasanti, K. [1 ]
Kalpana, S. [1 ]
机构
[1] VR Siddhartha Engn Coll, Vijayawada, India
关键词
Visual enhancement; Image Processing; Scattering effects; Illumination conditions; BEMD;
D O I
10.1109/icaccs.2019.8728543
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the recent days, wide range of research has been carried out on visual enhancement of under images in submarine and military operations to discover submerged structural designing and sea floor exploration. But, diving in the deep ocean for a long time has increased the difficulties for analysis of underwater images. Further, other factors such as scattering resulting from presence of particles inside the water and blurring effects reduce the quality of images being captured by underwater optic camera. There are several algorithms have been introduced to improve the visual quality of deep water images. Therefore, in this project, a novel algorithm based on bidirectional Empirical Mode Decomposition (BEMD) to enhance the visual quality of the underwater images will be implemented and comparison of data with conventional enhancement technique will be illustrated. The implementation will be done using MATLAB software.
引用
收藏
页码:114 / 117
页数:4
相关论文
共 50 条
  • [1] A Survey on Underwater Images Enhancement Techniques
    Soni, Om Kumari
    Kumare, Jamvant Singh
    2020 IEEE 9TH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS AND NETWORK TECHNOLOGIES (CSNT 2020), 2020, : 333 - 338
  • [2] Blending of Contrast Enhancement Techniques for Underwater Images
    Abin, Deepa
    Thepade, Sudeep D.
    Maitre, Amulya R.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2022, 22 (01): : 1 - 6
  • [3] A Review of Image Enhancement Techniques for Underwater Images
    Khurana, Khushboo
    Tirpude, Neha
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (14): : 40 - 44
  • [4] Visual enhancement of underwater images using Empirical Mode Decomposition
    Celebi, Aysun Tasyapi
    Erturk, Sarp
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (01) : 800 - 805
  • [5] A SURVEY ON VARIOUS IMAGE ENHANCEMENT TECHNIQUES FOR UNDERWATER ACOUSTIC IMAGES
    Sharumathi, K.
    Priyadharsini, R.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 2930 - 2933
  • [6] A robust model for improving the quality of underwater images using enhancement techniques
    Nishant Singh
    Aruna Bhat
    Multimedia Tools and Applications, 2024, 83 : 2267 - 2288
  • [7] A robust model for improving the quality of underwater images using enhancement techniques
    Singh, Nishant
    Bhat, Aruna
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (1) : 2267 - 2288
  • [8] Underwater Images Enhancement by Revised Underwater Images Formation Model
    Pei, Soo-Chang
    Chen, Chia-Yi
    IEEE ACCESS, 2022, 10 : 108817 - 108831
  • [9] Visual contrast enhancement techniques applied to optical coherence tomography images
    El-Saba, A.
    Duraisamy, P.
    VISUAL INFORMATION PROCESSING XIX, 2010, 7701
  • [10] Visual Enhancement of Underwater Images Using Transmission Estimation and Multi-Scale Fusion
    Anandh, R. Vijay
    Devi, S. Rukmani
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2023, 44 (03): : 1897 - 1910