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Water quality monitoring method based on computer vision monitoring of vital signs of fins

A computer vision and water quality monitoring technology, applied in the fields of image processing, computer vision, and pattern recognition, can solve the problems of high cost of physical and chemical methods, difficulty in satisfying online monitoring and early warning, and achieve reliable and simple effects

Inactive Publication Date: 2017-01-18
CAPITAL NORMAL UNIVERSITY +1
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Problems solved by technology

However, the cost of physical and chemical methods is high and it is difficult to meet the needs of online monitoring and early warning

Method used

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  • Water quality monitoring method based on computer vision monitoring of vital signs of fins
  • Water quality monitoring method based on computer vision monitoring of vital signs of fins
  • Water quality monitoring method based on computer vision monitoring of vital signs of fins

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Embodiment Construction

[0048] The present invention will be described below in conjunction with the accompanying drawings.

[0049] The invention is an online water quality monitoring method for monitoring fish vital signs based on computer vision, which mainly includes the steps of image collection, foreground detection, and medaka fish vital signs detection.

[0050] Such as figure 1 and figure 2 As shown, the image acquisition step uses a monocular camera-based video acquisition device, and selects the most reasonable camera placement angle according to the distribution of medaka fish's biological signs (gills, pectoral fins, and caudal fins). Most of the traditional observation methods choose to place the camera directly above or on the side of the target container where the observation target is located. However, the traditional method is obviously difficult to meet the observation of medaka fish gill tissue. After long-term repeated experiments and tests, the inventor found that placing th...

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Abstract

The invention provides an on-line water quality monitoring method based on computer vision monitoring of vital signs of fins. A non-contact computer vision observation method is used for monitoring in real time the vital signs of medaka fish which is sensitive to change of water quality and serves a model organism, and the vital signs comprise a respiratory rate and a respiratory amplitude value which serve as physiological features, and the pectoral fin swinging frequency, the tail fin swinging frequency and the swinging amplitude value which serve as motion features. The monitoring of the water quality is realized according to the vital signs of the medaka fish. The method is reliable and easy to realize, has the advantages of instantaneity, reliability and the like, and can supply certain support and reference to development of biological type water quality monitoring and prewarning.

Description

technical field [0001] The invention relates to the fields of image processing, computer vision and pattern recognition, in particular to an online water quality monitoring method for vital signs of aquatic model organism medaka. Background technique [0002] With the rapid development of industry and agriculture, the problem of excessive discharge of pollutants has become increasingly serious, resulting in a significant decline in water quality and seriously affecting people's daily lives. For sustainable development, the prevention and control of water pollution has been raised to a level that is related to the survival of the nation. For the prevention and control of water pollution, the first thing that needs to be solved is the effective monitoring of water quality. Realizing timely and accurate water quality safety early warning has important practical significance for ensuring the safety of drinking water for the people and preventing the spread of diseases. [0003...

Claims

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Application Information

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IPC IPC(8): G01N33/18
CPCG01N33/186
Inventor 邵振洲张融饶凯锋施智平关永张杰
Owner CAPITAL NORMAL UNIVERSITY
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