Simultaneous compression and denoising of side scan sonar images using the discrete wavelet transform

被引:0
|
作者
Cunha, RA [1 ]
Figueiredo, MT [1 ]
Silvestre, CJ [1 ]
机构
[1] Univ Tecn Lisboa, Inst Sistemas & Robot, Inst Super Tecn, P-1049001 Lisbon, Portugal
关键词
D O I
暂无
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
There has been an increasing interest in the use of autonomous underwater vehicles for ocean exploration. Side scan sonars are often installed onboard these vehicles to survey the sea floor. In this context, the need to transmit side scan sonar images over an acoustic low-bandwidth channel calls for the use of compression techniques. This paper proposes a wavelet-based method for compressing side scan sonar images. Wavelets are an adequate choice because their intrinsic properties suit side scan sonar images. In fact, achieved results confirm that wavelets yield high compression rates. Furthermore, wavelet-based compression enhances side scan sonar images by reducing noise without smoothing important details.
引用
收藏
页码:195 / 199
页数:5
相关论文
共 50 条
  • [21] Analysis of ECG Signal Denoising Using Discrete Wavelet Transform
    Shemi, P. M.
    Shareena, E. M.
    PROCEEDINGS OF 2ND IEEE INTERNATIONAL CONFERENCE ON ENGINEERING & TECHNOLOGY ICETECH-2016, 2016, : 713 - 718
  • [22] Compression, Denoising and Classification of ECG Signals using the Discrete Wavelet Transform and Deep Convolutional Neural Networks
    Chowdhury, M.
    Poudel, K.
    Hu, Y.
    2020 IEEE SIGNAL PROCESSING IN MEDICINE AND BIOLOGY SYMPOSIUM, 2020,
  • [23] TEXTURAL SEGMENTATION OF SIDE SCAN SONAR IMAGES
    QUELLEC, B
    JAN, D
    ONDE ELECTRIQUE, 1992, 72 (02): : 45 - 49
  • [24] Discrete Fourier Transform and Discrete Wavelet Packet Transform in Speech Denoising
    Wang, Zhanfeng
    Li, Suping
    2012 5TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2012, : 1588 - 1591
  • [25] Speech and image compression using discrete wavelet transform
    Junejo, N
    Ahmed, N
    Unar, MA
    Rajput, AQK
    2005 IEEE SARNOFF SYMPOSIUM ON ADVANCES IN WIRED AND WIRELESS COMMUNICATION, 2005, : 106 - 109
  • [26] SIDE SCAN SONAR IMAGES AND CARTOGRAPHY IN GEOLOGY
    AUGUSTIN, JM
    VOISSET, M
    ONDE ELECTRIQUE, 1989, 69 (03): : 20 - 27
  • [27] Segmentation of Side Scan Sonar images on AUV
    Yu, Fei
    Zhu, Yuemei
    Wang, Qi
    Li, Kaige
    Wu, Meihan
    Li, Guangliang
    Yan, Tianhong
    He, Bo
    2019 IEEE UNDERWATER TECHNOLOGY (UT), 2019,
  • [28] Image compression using HAAR discrete wavelet transform
    Kanagaraj, Hemalatha
    Muneeswaran, V
    2020 5TH INTERNATIONAL CONFERENCE ON DEVICES, CIRCUITS AND SYSTEMS (ICDCS' 20), 2020, : 271 - 274
  • [29] Image compression using an overcomplete discrete wavelet transform
    Zaciu, R
    Lamba, C
    Burlacu, C
    Nicula, G
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1996, 42 (03) : 800 - 807
  • [30] Phonocardiography Data Compression using Discrete Wavelet Transform
    Chowdhury, M.
    Poudel, K.
    Hu, Y.
    2018 IEEE SIGNAL PROCESSING IN MEDICINE AND BIOLOGY SYMPOSIUM (SPMB), 2018,