Formulating efficient software solution for digital image processing system

被引:5
|
作者
Sherwood, Thomas [1 ]
Ahmad, Ezak [1 ]
Yap, Moi Hoon [1 ]
机构
[1] Manchester Metropolitan Univ, Sch Comp Math & Digital Technol, Chester St, Manchester M1 5GD, Lancs, England
来源
SOFTWARE-PRACTICE & EXPERIENCE | 2016年 / 46卷 / 07期
关键词
image processing; software solution; sustainability; plugin; OpenCV; Matlab;
D O I
10.1002/spe.2339
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Digital image processing systems are complex, being usually composed of different computer vision libraries. Algorithm implementations cannot be directly used in conjunction with algorithms developed using other computer vision libraries. This paper formulates a software solution by proposing a processor with the capability of handling different types of image processing algorithms, which allow the end users to install new image processing algorithms from any library. This approach has other functionalities like capability to process one or more images, manage multiple processing jobs simultaneously and maintain the manner in which an image was processed for later use. It is a computational efficient and promising technique to handle variety of image processing algorithms. To promote the reusability and adaptation of the package for new types of analysis, a feature of sustainability is established. The framework is integrated and tested on a medical imaging application, and the software is made freely available for the reader. Future work involves introducing the capability to connect to another instance of processing service with better performance. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:931 / 954
页数:24
相关论文
共 50 条
  • [21] Efficient computing architectures for processing digital image data
    Sundaram, R
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVII, PTS 1AND 2, 2004, 5558 : 80 - 86
  • [22] Multi-software-hybrid-programming digital image processing for high definition single lens digital imaging system
    Li, Chijun
    Ren, Xiang
    Huang, Yule
    Yang, Kai
    Liang, Peiying
    Cao, Hui
    PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON MEASUREMENT, INSTRUMENTATION AND AUTOMATION (ICMIA 2016), 2016, 138 : 706 - 710
  • [23] DIPS - A DIGITAL IMAGE-PROCESSING SYSTEM
    FREEMAN, RM
    JOURNAL OF THE FORENSIC SCIENCE SOCIETY, 1983, 23 (04): : 331 - 331
  • [24] Digital image processing via an expert system
    Morales, RR
    Martínez, TEA
    Cuello, LS
    MEDICAL PHYSICS, 2000, 538 : 184 - 191
  • [25] DIGITAL IMAGE-PROCESSING - SEMPER SYSTEM
    SAXTON, WO
    PITT, TJ
    HORNER, M
    ULTRAMICROSCOPY, 1979, 4 (03) : 343 - 353
  • [26] DIGITAL IMAGE PROCESSING SYSTEM FOR SEM & EPMA
    Hu Wengou Wu Yongchiang Lin Lizhong and Chen ErgangPhysics Department Yunnan University Kunming China
    电子显微学报, 1991, (02) : 221 - 221
  • [27] A UNIFIED DIGITAL IMAGE DISTRIBUTION AND PROCESSING SYSTEM
    HORII, SC
    NOZ, ME
    MAGUIRE, GQ
    SCHIMPF, JH
    ZELEZNIK, MP
    HITCHNER, LE
    BAXTER, BS
    MEDICAL PHYSICS, 1983, 10 (01) : 129 - 129
  • [28] Digital image processing based on ordering system
    Chen, Shih-Chun
    Yu, Hsiu-Mi
    Yang, Sheng-Chih
    2018 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2018), 2018, : 318 - 321
  • [29] UNIFIED DIGITAL IMAGE DISPLAY AND PROCESSING SYSTEM
    HORII, SC
    MAGUIRE, GQ
    NOZ, ME
    SCHIMPF, JH
    PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1981, 314 : 340 - 346
  • [30] A UNIFIED DIGITAL IMAGE DISPLAY AND PROCESSING SYSTEM
    MAGUIRE, GQ
    SCHIMPF, JH
    HORII, SC
    NOZ, ME
    MEDICAL PHYSICS, 1981, 8 (05) : 740 - 740