Comparing the Performance of Different Ultrasonic Images Enhancement for Speckle Noise Reduction in Ultrasound Images Using Techniques: A Preference Study

被引:1
|
作者
Rana, Md. Shohel [1 ]
Sarker, Kaushik [1 ]
Bhuiyan, Touhid [1 ]
Hassan, Md. Maruf [1 ]
机构
[1] Daffodil Int Univ, Dept Software Engn, Dhaka, Bangladesh
关键词
Ultrasound images; Speckle noise; Adaptive filter and Nonlocal means based speckle filter;
D O I
10.1117/12.2280277
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Diagnostic ultrasound (US) is an important tool in today's sophisticated medical diagnostics. Nearly every medical discipline benefits itself from this relatively inexpensive method that provides a view of the inner organs of the human body without exposing the patient to any harmful radiations. Medical diagnostic images are usually corrupted by noise during their acquisition and most of the noise is speckle noise. To solve this problem, instead of using adaptive filters which are widely used, No-Local Means based filters have been used to de-noise the images. Ultrasound images of four organs such as Abdomen, Ortho, Liver, Kidney, Brest and Prostrate of a Human body have been used and applied comparative analysis study to find out the output. These images were taken from Siemens SONOLINE G60 S System and the output was compared by matrices like SNR, RMSE, PSNR IMGQ and SSIM. The significance and compared results were shown in a tabular format.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Study of Speckle Noise Reduction from Ultrasound B-mode Images using Different Filtering Techniques
    Tasnim, Tanpia
    Shuvo, Md. Maruf Hossain
    Hasan, Sabbir
    2017 4TH INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL ENGINEERING (ICAEE), 2017, : 229 - 234
  • [2] Speckle noise reduction for ultrasonic images
    Wu, CC
    Huang, CJ
    Wang, JH
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 4165 - 4170
  • [3] Comparison of Techniques for Speckle Noise Reduction in Breast Ultrasound Images
    Bernardino Alves, Paula Zitko
    Schiabel, Homero
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, VOL 25, PT 2 - DIAGNOSTIC IMAGING, 2009, 25 : 569 - 571
  • [4] Parallel techniques for speckle noise reduction in medical ultrasound images
    Arnal, Josep
    Mayzel, Ilya
    ADVANCES IN ENGINEERING SOFTWARE, 2020, 148 (148)
  • [5] A study for reduction of speckle noise in Medical Ultrasonic Images using Neural Network
    Kenjiro, Maruyama
    Nishimura, Toshi Hiro
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2006, VOL 14, PTS 1-6, 2007, 14 : 2497 - +
  • [6] On Speckle Noise Reduction In Medical Ultrasound Images
    Zapata, Juan
    Ruiz, Ramon
    PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON SIGNALS, SPEECH AND IMAGE PROCESSING/9TH WSEAS INTERNATIONAL CONFERENCE ON MULTIMEDIA, INTERNET & VIDEO TECHNOLOGIES, 2009, : 126 - 131
  • [7] Performance Analysis of Filtering Techniques for Speckle Reduction on Breast Ultrasound Images
    Nugroho, Hanung Adi
    Triyani, Yuli
    Rahmawaty, Made
    Ardiyanto, Igi
    Choridah, Lina
    2016 INTERNATIONAL ELECTRONICS SYMPOSIUM (IES), 2016, : 450 - 454
  • [8] Speckle Noise Reduction in Ultrasound Images using SRAD and Guided Filter
    Choi, Hyunho
    Jeong, Jechang
    2018 INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT), 2018,
  • [9] A hybrid algorithm for speckle noise reduction of ultrasound images
    Singh, Karamjeet
    Ranade, Sukhjeet Kaur
    Singh, Chandan
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2017, 148 : 55 - 69
  • [10] Fast reduction of speckle noise in real ultrasound images
    Huang, Jie
    Yang, Xiaoping
    SIGNAL PROCESSING, 2013, 93 (04) : 684 - 694