Automatic Measurement of Fish Size Using Stereo Vision

被引:0
|
作者
Perez, Daniel [1 ]
Ferrero, Francisco J. [1 ]
Alvarez, Ignacio [1 ]
Valledor, Marta [1 ]
Campo, Juan C. [1 ]
机构
[1] Univ Oviedo, Dept Elect Elect Comp & Syst Engn, Gijon 33204, Spain
关键词
aquaculture; stereo vision; image processing; mass estimation; MODEL;
D O I
暂无
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 aquaculture, in order to optimize the feeding of fish, it is essential to know their size with precision. Most of the current systems either do not automatically determine the size of the fish in real time or the error in measurement is excessive. The proposed system enables automatic and real-time measurement using artificial vision techniques. To attain this goal, a two stages methodology was developed with the aim of optimizing time and development costs. In a first stage the results obtained in test environments only were collected and compared in order to obtain a good basis for the development and improvement of the measurement software. In a second stage, work was started in a real-world environment and a recursive process was started in which, based on the information obtained, both the test environments and the measurement software were improved. In this work the results obtained in test environments are shown, leaving for a later work the problem of measurement in the field.
引用
收藏
页码:1950 / 1955
页数:6
相关论文
共 50 条
  • [21] Using Fish-Eye Stereo Vision System for Autonomous Vehicles
    Samadi, Masoud
    Othman, Mohd Fauzi
    2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 1331 - 1334
  • [22] Stereo vision measurement technique using artificial neural network
    Deng, WY
    Lu, NG
    Feng, D
    OPTICAL MEASUREMENT AND NONDESTRUCTIVE TESTING: TECHNIQUES AND APPLICATIONS, 2000, 4221 : 57 - 61
  • [23] Investigation on particle measurement using computer stereo vision technique
    Kong, M
    Wang, SM
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 8441 - 8444
  • [24] In-Water Fish Body-Length Measurement System Based on Stereo Vision
    Zhou, Minggang
    Shen, Pingfeng
    Zhu, Hao
    Shen, Yang
    SENSORS, 2023, 23 (14)
  • [25] Study of 3D measurement of ships using dense stereo vision: towards application in automatic berthing systems
    Yasuhiro Nomura
    Shigehiro Yamamoto
    Takeshi Hashimoto
    Journal of Marine Science and Technology, 2021, 26 : 573 - 581
  • [26] Study of 3D measurement of ships using dense stereo vision: towards application in automatic berthing systems
    Nomura, Yasuhiro
    Yamamoto, Shigehiro
    Hashimoto, Takeshi
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, 2021, 26 (02) : 573 - 581
  • [27] Automatic Rectification of the Hybrid Stereo Vision System
    Cai, Chengtao
    Fan, Bing
    Liang, Xin
    Zhu, Qidan
    SENSORS, 2018, 18 (10)
  • [28] Stereo vision technology for object measurement
    Smith, LN
    Smith, ML
    MACHINE VISION APPLICATIONS IN INDUSTRIAL INSPECTION XI, 2003, 5011 : 307 - 312
  • [29] Automatic Size Measurement Equipment for Aluminum Pipe Based on Machine Vision
    Gao, Mingyu
    Deng, Zouchao
    Yang, Yuxiang
    He, Zhiwei
    2018 EIGHTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2018), 2018, : 649 - 654
  • [30] Automatic Generation of A Realistic Looking Single Image Stereogram using Stereo Vision
    Nguyen, Minh
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 3826 - 3831