An Intelligent Method of Detecting Pork Freshness Based on Digital Image Processing

被引:0
|
作者
Chang Huiyou [1 ]
Li Hao [2 ]
Hu Yongjun [2 ]
机构
[1] Sun Yat Sen Univ, Sch Software, Guangzhou, Guangdong, Peoples R China
[2] Guangzhou Univ, Sun Yat Sen Univ, Sch Business, Sch Informat Sci & Technol, Guangzhou, Guangdong, Peoples R China
关键词
freshness detection; digital image processing; BP nueral network; characteristic parameter; TVB-N;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, an improved pork freshness detecting method based on digital image processing and BP neutral network was presented. The shape of the slaughtering fresh pork cell was oval and smooth and it will change obviously in the process of pork corruption. The edge of cell will rupture and merge together until being absolutely misshapen. Seven characteristic parameters about cell shape would be extracted to stand for the level of corruption. And designs then correspond to the pork freshness standard TVB-N and characteristic parameters finally trained by BP neural network. The experimental results showed that the characteristic parameter about cell shape could detect the freshness effectively.
引用
收藏
页码:107 / 110
页数:4
相关论文
共 50 条
  • [21] Detection of frozen pork freshness by fluorescence hyperspectral image
    Zhuang, Qibin
    Peng, Yankun
    Yang, Deyong
    Wang, Yali
    Zhao, Renhong
    Chao, Kuanglin
    Guo, Qinghui
    JOURNAL OF FOOD ENGINEERING, 2022, 316
  • [22] Multi-target Intelligent Detection Method of Support Structure Defects Based on Digital Image Processing Technology
    Lu, Jiajun
    Wu, Jingbing
    Lu, Hong
    Qi, Junde
    Huang, He
    Zhang, Jun
    INTELLIGENT NETWORKED THINGS, CINT 2024, PT II, 2024, 2139 : 34 - 43
  • [23] A Method of Detecting Pantograph Slide's Abrasion Based on Image Processing
    Yu, Saiyan
    Chen, Shuang
    Xing, Zongyi
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES FOR RAIL TRANSPORTATION (EITRT) 2017: TRANSPORTATION, 2018, 483 : 55 - 64
  • [24] Preparation of an intelligent pH film based on biodegradable polymers and roselle anthocyanins for monitoring pork freshness
    Zhang, Junjun
    Zou, Xiaobo
    Zhai, Xiaodong
    Huang, XiaoWei
    Jiang, Caiping
    Holmes, Mel
    FOOD CHEMISTRY, 2019, 272 : 306 - 312
  • [25] Using Digital Image Processing to Make an Intelligent Gate
    Sundus, K. E.
    Al Mamare, S. H.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2014, 5 (05) : 162 - 166
  • [26] Soiling Detection for Photovoltaic Modules Based on an Intelligent Method with Image Processing
    Hwang, Po Ching
    Ku, Cooper Cheng-Yuan
    Chan, James Chi-Chang
    2020 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TAIWAN), 2020,
  • [27] DISPLACEMENT MONITORING METHOD BASED ON DIGITAL IMAGE PROCESSING TECHNOLOGY
    Lu, Wei
    Cui, Yan
    Teng, Jun
    PROCEEDINGS OF THE THIRTEENTH INTERNATIONAL SYMPOSIUM ON STRUCTURAL ENGINEERING, VOLS 1 AND II, 2014, : 3 - 11
  • [28] A Chest Silhouette Recognition Method Based on Digital Image Processing
    Lin, Mingquan
    Xian, Junjie
    Gao, Di
    Wu, Shunxiang
    Cai, Jianhuai
    2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 862 - 867
  • [29] RESEARCH OF ORE APPRAISAL METHOD BASED ON DIGITAL IMAGE PROCESSING
    Peng, Jian
    Xu, Zhiqiang
    2011 INTERNATIONAL CONFERENCE ON COMPUTER AND COMPUTATIONAL INTELLIGENCE (ICCCI 2011), 2012, : 677 - 681
  • [30] Vehicle Counting Method Based on Digital Image Processing Algorithms
    Tourani, Ali
    Shahbahrami, Asadollah
    2015 2ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND IMAGE ANALYSIS (IPRIA), 2015,