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An intelligent oncomelania detection, recognition and statistics system

An intelligent detection and statistical system technology, applied in character and pattern recognition, calculation, computer parts and other directions, can solve the problems of incomplete acquisition of photos, inability to obtain snail photos, etc., to improve detection and recognition rate and reduce professional quality requirements , the effect of improving efficiency

Active Publication Date: 2019-06-14
HOHAI UNIV +2
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Problems solved by technology

[0007] The purpose of the present invention is to provide a system for intelligent detection, recognition and statistics of Oncomelania snails, which innovatively uses CT imaging equipment to collect images of Oncomelania snails in the soil, which can solve the problems that the existing technology cannot obtain photos of Oncomelania snails in the soil and the photos are incomplete. At the same time, the identification and detection rate of oncomelania in the collected images is improved, and the whole system is based on portable equipment, which enables ordinary personnel who have not received education in schistosomiasis to complete image acquisition, oncomelania detection, and statistical operations

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  • An intelligent oncomelania detection, recognition and statistics system

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Embodiment Construction

[0040] The technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention.

[0041] The present invention uses CT imaging equipment to collect images of oncomelania in the soil surface and in the soil in order to solve the problem that the existing technology cannot obtain photos of oncomelania in the soil and obtain incomplete photos, and uses images based on artificial intelligence and deep learning at the same time The identification algorithm automatically identifies and detects the number and distribution of oncomelania in the oncomelania image, improves the efficiency of oncomelania investigation, improves the detection and recognition rate of oncomelania in soil and the scientificity and accuracy of oncomelania investigation.

[0042] see figure 1 One embodiment of the Oncomelania intelligent detection, identification and statistics system of the present invention include...

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Abstract

The invention provides an intelligent oncomelania detection, recognition and statistics system. The system comprises a CT image acquisition module, an image automatic detection module and a data analysis and processing module. The CT image acquisition module is used for acquiring a to-be-detected high-definition soil sample three-dimensional image containing oncomelania, namely an oncomelania CT image, and sending the oncomelania CT image to the image automatic detection module; the image automatic detection module is used for carrying out image preprocessing on the collected CT image of the oncomelania and then detecting the oncomelania by utilizing an automatic screw recognition and detection algorithm; and the data analysis and processing module is connected with the image automatic detection module and is used for counting the number and types of the detected oncomelania according to the detection result of the image automatic detection module and giving out the distribution condition of the oncomelania. According to the invention, the recognition and detection rate of oncomelania in the collected image can be improved, and the whole set of system is based on portable equipment, so that the general personnel who do not receive blood defense education can complete image collection and oncomelania detection and statistical operation.

Description

[0001] technology neighborhood [0002] The invention relates to the field of oncomelania detection technology, in particular to a system for intelligent detection, identification and statistics of oncomelania. Background technique [0003] Schistosomiasis is a water-borne, zoonotic major infectious disease that is prevalent in Asia, Africa, and South America, and is listed by the World Health Organization as a highly recurring infectious disease. Schistosomiasis has been prevalent in southern my country for more than 2,100 years. At present, it is still prevalent in 7 provinces of Jiangsu, Anhui, Jiangxi, Hunan, Hubei, Yunnan, and Sichuan in the Yangtze River Basin of China, seriously endangering the health and life safety of people in the affected areas, hindering local economic development and social progress. [0004] Oncomelania is the only intermediate host for the transmission of schistosomiasis. The distribution of oncomelania is closely related to the endemic area of...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/32G06K9/62G06T5/00G06T7/11G06T7/13G06T7/73
Inventor 卢金友刘家栋汪玉婷程鹏谌力贞曾庆芳
Owner HOHAI UNIV
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