WO2017003113A1 - System for preventing diseases of flatfish through sound and image analysis - Google Patents

Abstract

The present invention relates to a system for preventing diseases of flatfish through sound and image analysis. The present invention comprises: a monitoring device for performing voice analysis by capturing sound generated when flatfish leap above water, through the ecological habits of flatfish leaping close to the surface of the water when hunting for food, or for monitoring a water tank through an underwater CCTV camera within the water tank so as to monitor the amount of flatfish activity through tracking if abnormal signs occur in collected images; a management server for storing food activity analysis information through voice analysis provided from a fish farm water tank, image information of flatfish activities in accordance with abnormal signs, and state information of disease diagnosis and prescription histories, or for allowing a food intake amount to be provided according to food activity measurement values of data such as feeding time, food intake amount, and the number of feeding times, by using level values and the range thereof with respect to the movements of flatfish for a sound signal analyzed when the flatfish move and leap in accordance with the driving of respective devices for preventing disease of flatfish; a remote therapy device linked with the management server and remotely moving, through voice and image analysis, CCTVs of various water tanks, provided within a fish farm, to a place in which individuals suspected of having a disease arise through sound and image analysis, of the monitoring device, transmitted from the management server, thereby making a diagnosis for preventing disease by intensively observing the condition of flatfish through photograph capturing and remote control functions of moving, rotating, and zooming; and a remote management device linked with the remote therapy device and dispatching a corresponding manager if an additional diagnosis and prescription are necessary according to the intensive observation through the remote controlling and the photograph capturing, by the remote therapy device, for the condition of the flatfish, thereby managing flatfish through examination references for the condition of flatfish, requested details, fish farm information, and the recording of abnormality of water tank information. Therefore, the present invention provides advantages of: measuring and analyzing various data such as environmental information of a water tank in accordance with flatfish farming, statistics on food intake amount, food activity levels, activity information, and breeding information so as to identify whether flatfish have diseases on the basis of the various data such that the identified information is provided to an expert, thereby enabling data of disease histories and prescription details to be collected since disease of fish can be remotely detected and diagnosed; and generating standard data on other diseases by constructing a plurality of pieces of environment and breeding information, state information of fish individuals, and disease diagnosis data therethrough.

Description

Flounder disease prevention system through acoustic and image analysis

The present invention relates to a flounder disease prevention system through sound and image analysis, and more specifically, to extract the sound and image information according to the habit of the flounder in aquaculture tank, the feed activity, the amount of activity, the standard growth The present invention relates to a flounder disease prevention system through sound and image analysis, which can analyze database information comprehensively, detect signs of disease, and enable early observation and coping of diseases in a corresponding tank.

In addition, the present invention is to catch the sound generated during the leap when hunting the flounder to set the food activity level through the voice analysis and judge the abnormal symptoms of the disease when the reference level or below, or the frequency of coming up on the surface of the flounder through CCTV Accordingly, the present invention relates to a flounder disease prevention system through acoustic and image analysis that can be quickly responded by observing abnormal symptoms of a disease.

The halibut (paralichthys olivaceus) is a predatory fish belonging to the predator's early river flounder flounder family. It lives mainly in the sea, and the body adapts to the environment under the sea and is flat. The body color is yellowish brown, which is indistinguishable from the sandy bottom. It is large in size and is about 1m long. Usually, females are about 10cm larger than males. The edge of the body has a somewhat hard fin, with 77-81 on the dorsal side and 59-61 on the dorsal side. The scales are very small and the lateral line starting near the pectoral fin consists of 107-120 scales. The mouth is large and has sharp teeth, and the lower jaw sticks forward compared to the upper jaw.

They usually live on the sandy bottom of the sea, which does not exceed 200m in depth, and change their seasons to find food or lay eggs. The flounder, which inhabit the west coast of Korea, flocks to the south and spends the winter between autumn and winter, and when spring comes again, it moves north to mating and spawning. After mating, the females move to a suitable place for laying eggs and lay about 40 to 500,000 eggs.

A young flounder that wakes up two or three days after spawning floats in shallow waters and begins to grow at the bottom of the sea when it grows older. In childhood, they eat small shrimps or other fish, and when they grow, they eat crustaceans, mollusks, or small fish. One side of the flounder, which is a characteristic of flounder, does not appear in childhood, but as it grows, the right eye gradually moves to the left.

Flounder lives all over the coast of Korea and is also called flatfish, and currently accounts for more than half of our farmed fish (You, 2003). Not only does it have a good texture, but it is also low in fat, so it is excellent in flavor. It is one of the most preferred sashimi for consumers who eat sashimi including Korea (Jang et al, 2009).

With the recent development of aquaculture technology, aquaculture flounder is a world-class product designated item nurtured by the Ministry of Knowledge Economy, and a policy to promote representative organizations by item, which is one of the five future strategic tasks for strengthening the competitiveness of agriculture, forestry and fisheries promoted by the Ministry of Agriculture, Forestry and Fisheries. Corresponds to the items representing the fisheries industry. In addition, advanced aquaculture technologies are established that can be stocked and shipped throughout the year.

In relation to the reproductive physiology of the flounder, the spawning season of the flounder in the natural state of Jeju Island is known to be in the resting state in April and June. Since the coast of Jeju Island has a long daylight cycle from early March to the end of September, and a single light cycle from late September to early March, the maturity of the flounder reproductive activity during the transition from single light cycle to long day cycle. The spawning phase occurs during the long-daylight cycle and the genitals are at rest before the single-light cycle.

The coastline of Jeju Island is 253km in total and is composed mostly of volcanic rocks, and it is rich in various algae, so it has a very important position as a spawning ground and wintering ground for temperate marine fish.

Not only is there a small source of pollution from industrial facilities, but the minimum water temperature in winter is 12 and the maximum water temperature in winter is 28 or less.

However, although there is a good environment of flounder farming, there is no unified standard for preventing disease due to activity and abnormal symptoms, and efficient flounder management is limited by judging disease prognosis through visual or empirical factors. The purpose of this study is to suggest techniques for the management of flounder disease through acoustic and visual analysis.

The present invention is to solve the above problems, by extracting the sound and image information according to the habit of the flounder in aquaculture tank comprehensively analyze the food activity, activity amount, standard growth database information according to the fed food symptoms of disease It is to provide a flounder disease prevention system through the acoustic and image analysis that can detect and cope with the disease early detection and response to the tank.

In addition, the present invention is to catch the sound generated during the leap when hunting the flounder to set the food activity level through the voice analysis and judge the abnormal symptoms of the disease when the reference level or below, or the frequency of coming up on the surface of the flounder through CCTV Accordingly, to provide a flounder disease prevention system through the acoustic and image analysis that can be quickly responded to by monitoring and monitoring the abnormal signs of the disease.

However, the objects of the present invention are not limited to the above-mentioned objects, and other objects not mentioned will be clearly understood by those skilled in the art from the following description.

In order to achieve the above object, the flounder disease prevention system through the acoustic and image analysis according to the embodiment of the present invention, by using the ecological habits to jump near the water when hunting the prey of the flounder by gapping the sound generated when jumping over the water A monitoring device that monitors the amount of activity of the flounder by analyzing or monitoring the tank through an underwater CCTV camera in the tank to track the occurrence of abnormal signs of the collected images; Food activity analysis information through voice analysis provided in the aquarium, storage of the flounder activity information according to abnormal symptoms, the status information of the disease diagnosis and prescription records, or the movement of the flounder according to the operation of each device for the prevention of flounder disease And a management server configured to provide a feeding amount according to a feeding activity measurement value of a feeding time, a feeding amount, and a feeding number of data according to a level value and a range of a movement of the up-value with respect to the analyzed acoustic signal when jumping. Through the sound and video analysis linked with the management server, through the sound and video analysis of the monitoring device transmitted from the management server, when suspected disease occurrence occurs, remotely located several trillions of CCTVs in the farm Remote medical device for diagnosing disease prevention by intensively observing the condition of the flounder through the remote control function and photography of the movement, rotation, zoom; In addition, the remote medical device in conjunction with the remote medical device through the remote control of the state of the flounder through the intensive observation through the photographing and additional diagnosis and prescription is required by dispatching the relevant managers for the condition of the flounder, request details It is characterized in that the configuration, including; a farm management information, remote management device to manage by filling the presence or absence of information on the tank.

At this time, the flounder disease prevention system through the sound and image analysis according to the present invention is based on the image collected through the movement monitoring and real-time monitoring of the tank using the underwater camera or CCTV of the monitoring device according to the different water environment in the growth of the flounder It is characterized in that it further comprises an early disease prediction and analysis device for analyzing disease diagnosis and prescription records in connection with information, food activity information, activity information, breeding information, feed rate statistics, standard growth.

In addition, the flounder disease prevention system through the acoustic and image analysis according to the present invention is segmented according to the amount of activity on the basis of the flounder status information on the audio signal and image information analyzed during the movement and leap of the flounder in the farm provided by the management server Check the flounder disease signs based on the level values, or compare and analyze the standard growth information and the actual growth information stored in the standard growth database to check the abnormality of the tank based on the feed intake and the difference according to the growth rate. A user who can check the status information of the monitoring device, the presence or absence of the device of the audio analysis and video analysis provided from the management server at a distance through the communication network by operating an application (app) for the disease prevention control of the flounder Characterized in that it further comprises a terminal.

In addition, the flounder disease prevention system through the acoustic and image analysis according to the present invention, the voice analysis activity monitoring device using the ecological habits leap close to the surface during the hunting of the flounder prey to the sound generated by gapping the sound generated when jumping over the water surface Calculate the food activity level in consideration of the individual size, and determine whether the feed amount is appropriate for each individual size stored in the standard growth database, and transmit the voice analysis activity monitoring device, CCTV camera or underwater camera to the management server when abnormal symptoms occur. By monitoring the tank through the feeding level, the level of the movement according to the activity of the flounder is determined, and the range is specified to monitor the presence of abnormality according to the activity level according to the level. It may be configured to further include an activity monitoring device It features.

The flounder disease prevention system through sound and image analysis according to an embodiment of the present invention, by extracting the sound and image information according to the habit of the flounder in the culture tank to feed the food activity, activity amount, standard growth database information Comprehensive analysis detects signs of the disease and provides the tank with the effect of early observation and response to the disease.

In addition, the flounder disease prevention system through the acoustic and image analysis according to an embodiment of the present invention, by capturing the sound generated during the leap when hunting for the flounder to set the food activity level through voice analysis and abnormality of the disease when the reference level or less Judgment by signs, or by monitoring the frequency of abnormal symptoms of the flounder according to the frequency of coming up over the surface of the flounder through CCTV provides an effect that can quickly respond.

In addition, the flounder disease prevention system through the acoustic and image analysis according to an embodiment of the present invention, measuring a variety of data such as environmental information, feed amount statistics, food activity level, activity information, breeding information of the tank according to the flounder culture Based on the analysis, the disease status can be identified and provided to experts to detect and diagnose diseases of fish from a remote location, so that data on disease history and prescriptions can be collected, and a large number of environmental and breeding information and fish object status information. In addition, through the establishment of disease diagnosis data through this, it is possible to generate standard data for other diseases.

In addition, the flounder disease prevention system through the acoustic and image analysis according to an embodiment of the present invention, the voice recognition and the object size through the image analysis in accordance with the detection of the amount of activity through the acoustic analysis and image information on the feeding of the flounder Through analysis, a standard growth database of cultured flounder can be provided to provide efficient flounder disease prevention in the farm environment with the appropriate feeding amount per flat and the standard weight gain for a certain period.

In addition, the flounder disease prevention system through the acoustic and image analysis according to an embodiment of the present invention, by capturing the sound of the flounder jumping at the same time feeding the feed through the exact value of the feeding activity to determine the consistent criteria for feeding It is possible to calculate feed amount through presenting and feeding activity, and to provide efficient farm management through automatic feed amount data collection.

1 is a view showing a configuration of the flounder disease prevention system through the acoustic and image analysis according to an embodiment of the present invention.

Figure 2 is a state diagram of the flounder disease prevention system through sound and image analysis according to the present invention

3 is a detailed configuration of the monitoring device of the flounder disease prevention system through the sound and image analysis according to FIG.

Figure 4 is a block diagram showing the detailed configuration of the voice analysis activity amount device of the flounder disease prevention system through the acoustic and image analysis according to the present invention

5 is a block diagram showing the detailed configuration of the image analysis activity monitoring device of the flounder disease prevention system through the sound and image analysis according to the present invention

Hereinafter, the detailed description of the preferred embodiment of the present invention will be described with reference to the accompanying drawings. In the following description of the present invention, detailed descriptions of well-known functions or configurations will be omitted when it is deemed that they may unnecessarily obscure the subject matter of the present invention.

In the present specification, when one component 'transmits' data or a signal to another component, the component may directly transmit the data or signal to another component, and through at least one other component. This means that data or signals can be transmitted to other components.

1 shows a configuration of the flounder disease prevention system through sound and image analysis according to an embodiment of the present invention, Figure 2 shows a state diagram of the flounder disease prevention system through sound and image analysis according to the present invention. Looking at the detailed configuration of the flounder disease prevention system through the sound and image analysis of the present invention with reference to Figures 1 to 2, the flounder disease prevention system through the sound and image analysis according to the present invention, the monitoring device 100, Early disease prediction and analysis device 200, management server 300, standard growth database 400, remote medical care device 500, remote management device 600, communication network 700, manager terminal 800 and user terminal 900.

The monitoring device 100 uses an ecological habit to leap near the surface of the flounder when hunting for prey to catch the sound generated when jumping over the water for voice analysis, or to monitor the water tank through an underwater CCTV camera in the tank. It is configured to monitor the activity of the flounder by tracking when abnormal symptoms occur.

The disease early prediction and analysis device 200 is based on the image collected through the movement monitoring and real-time monitoring of the water tank using the underwater camera or CCTV of the monitoring device 100, the other water environment information, food for the flounder growth Analyze disease diagnosis and prescription records by linking activity information, activity information, breeding information, feed statistics and standard growth.

The management server 300 is interlocked with the monitoring device 100, disease early prediction and analysis device 200, standard growth database 400 and remote medical device 500 and the communication network 700 provided in the fish farm tank Analysis of feeding activity analysis information through the analysis, image information of the flounder activity according to abnormal symptoms, the state information of the disease diagnosis and prescription records, or the sound analyzed during the movement and leap of the flounder according to the operation of each device for the prevention of flounder disease According to the level value and the range of the movement of the up-value for the signal, the feeding amount is provided according to the feeding activity measurement value of the feeding time, the feeding amount, and the feeding count data, and the voice analysis activity monitoring device 110 and The administrator analyzes the abnormality according to the status information through the voice analysis and the activity analysis in consideration of the object size by subdividing the activity according to the operation of the video analysis activity monitoring device 130. To provide that information.

The standard growth database 400 establishes the appropriate feed amount information for each flat body and monthly standard flounder weight increase information according to the water temperature by setting the water temperature of the tank and the reference value of DO to prevent the disease of the flounder through acoustic analysis and image analysis. By comparing and analyzing the standard growth information and the actual growth information, the special signs of the disease are sent out according to the difference between the feed intake and growth by growth rate.

The remote medical apparatus 500 is interlocked with the management server 200 when a suspicious object is generated through the sound and image analysis of the monitoring device 100 transmitted from the management server 200 through voice and video analysis. In order to prevent disease by intensively observing the condition of the flounder through remote control function and photographing of moving, rotating and zooming the CCTV of several tanks provided in the farm.

The remote management device 600 is interlocked with the remote medical device 500 when the additional diagnosis, prescription through the intensive observation through the remote control and photographing the state of the flounder through the remote medical device 500 is required. The manager should be dispatched and managed through the preparation of findings on the condition of the flounder, the contents of request, the information on the farm, and the information on the tank.

In addition, the communication network 700 is linked to the food activity monitoring device 100, the management server 300, the manager terminal 600 and the user terminal 700, respectively, through the sound and image analysis of the disease according to the flounder It will provide a communication network for prevention.

Meanwhile, in the present invention, the communication network 700 is a communication network which is a high-speed network of a large communication network capable of large capacity, long distance voice and data services, and may be a next-generation wired and wireless network for providing Internet or high-speed multimedia service. When the communication network 700 is a mobile communication network, it may be a synchronous mobile communication network or an asynchronous mobile communication network. An example of an asynchronous mobile communication network is a communication network of a wideband code division multiple access (WCDMA) scheme. In this case, although not shown in the figure, the communication network 700 may include a Radio Network Controller (RNC). Meanwhile, although the WCDMA network is taken as an example, it may be an IP network based on a next generation communication network such as 3G LTE network, 4G network, or other IP. The communication network 700 serves to mutually transmit signals and data between the monitoring apparatus 100, the management server 300, the manager terminal 800, the user terminal 900, and other systems.

The manager terminal 800 is linked with the communication network 700 according to the amount of activity based on the status information of the flounder analyzed for the audio signal and image information analyzed during the movement and leap of the flounder in the farm provided by the management server 200 Confirm the disease signs of the flounder based on the granular level value, or compare the standard growth information and the actual growth information stored in the standard growth database 400 and compare the feed intake by the growth rate and the difference according to the growth of the tank. Check for abnormalities.

The user terminal 900 of the monitoring device 100 of the audio analysis and video analysis provided by the management server 300 at a distance through the communication network 700 by driving an app (app) for the disease prevention control of the flounder. It is configured to check status information and abnormality of the device.

That is, the voice and image information is extracted through the monitoring device 100 and the information stored in the standard growth database 400 is analyzed in accordance with the disease early prediction and analysis device 200 in order to perform the corresponding analysis. The transferred information to the management server 300.

At this time, the fish farm can extract the activity information of the fed food through the directional microphone, it is possible to extract the food activity information through the CCTV or underwater camera installed on the fish tank.

The disease prevention system according to the present invention analyzes the input food activity information, activity information, and standard growth database information comprehensively to determine whether a symptom of a disease is detected. In this case, early diagnosis of disease abnormality may be applied for each tank unit.

On the other hand, if a symptom of a disease is detected, a warning is given to a fisheries disease expert, and a fisheries disease expert checks whether the disease is infected based on the reported information. Fisheries disease managers can visit the site and diagnose and prescribe the fishery disease manager near the target farm.

Therefore, the manager of the manager terminal 800 or the user terminal 900 may be treated early in the tank based on the prescription of the fisheries disease manager, the early prediction and coping of the disease is possible.

Figure 3 shows a detailed configuration of the monitoring device 100 of the flounder disease prevention system through the sound and image analysis according to the present invention, the monitoring device 100 according to the present invention is large, the voice analysis activity monitoring device 110, Image analysis activity monitoring device 130 is configured.

The voice analysis activity monitoring device 110, by using the ecological habits leap near the surface when hunting the flounder prey to catch the sound generated when jumping over the water to calculate the level of food activity in consideration of the individual size through the voice analysis and the standard It is configured to determine whether the feed amount appropriate for each object size stored in the growth database 400 is transmitted to the management server 300 when an abnormal symptom occurs.

The image analysis activity monitoring device 130 monitors the water tank through a CCTV camera or an underwater camera in the water tank to determine the level of movement according to the amount of activity of the flounder according to the feeding rate and specify the range according to the activity amount according to the level. It monitors whether there is any abnormality and supplies the captured image information to the management server.

4 is a block diagram showing a detailed configuration of the audio analysis activity monitoring device 110 of the flounder disease prevention system through the sound and image analysis according to the present invention, the audio analysis activity monitoring device 110 according to the present invention The control unit 111, the sound source collection unit 112, the pattern extraction unit 113, the feed amount calculation unit 114, the classification unit 115, the adjusting unit 116 and the transceiver unit 117 is configured to include. .

Looking at the detailed configuration and operation of the audio analysis activity monitoring device 110 of the flounder disease prevention system through the sound and image analysis according to the present invention with reference to the accompanying Figures 1 to 3, the control unit 111 is the prey of the flounder Using the ecological habits that leap closer to the surface during hunting, the sound generated when leaping over the surface of the water is captured, and the food activity level is calculated by considering the individual size through time-based voice analysis, and the food activity data classified by individual size is collected. By determining whether the feed amount is appropriate for each object size stored in 400 and controlling the overall operation of the voice analysis activity monitoring device 110 to be transmitted to the management server 300 when an abnormal symptom occurs.

The sound source collecting unit 112 collects the sound source according to the size and time of the flounder by capturing the sound generated during sleep leap according to the ecological habits of the flounder according to the control signal of the control unit 111, and the pattern extraction unit 113. ) Extracts the pattern according to the size of the flounder and the sound generated during the leap based on the sound source collected by the sound source collecting unit 112 in response to the control signal of the control unit 111.

The feed amount calculation unit 114 is based on the pattern collected and extracted by the sound source collection unit 112 in accordance with the control signal of the control unit 111 based on the size of the flounder by using the feeding activity of the flounder and Taking into account the activity of the leap, the feed rate is automatically calculated and set through the display.

The sorting unit 115 operates according to a control signal of the control unit 111 and is fed in consideration of the activity according to the movement and leap of the flounder based on the feed amount calculated and calculated by the feed amount calculating unit 114. It is configured to collect data of activity and level in stages from step 1 to step 10 according to the activity. In this case, the first stage is the lowest stage, the tenth stage is classified as the best, and if the food activity is less than five stages, it is judged as an abnormal symptom of the disease.

The control unit 116 operates according to the control signal of the control unit 111, the leveling unit calculating section 114 to calculate the leveling by considering the size of the object in order to calculate the amount of feeding to automatically calculate the size of the individual Allow this to be controlled.

The transmission / reception unit 117 is classified in the classification unit 115 in response to the control signal of the control unit 111 and transmits the state information to the management server 300 when determining the status information or abnormality indication according to the feeding activity. Or, it is configured to receive the appropriate feed amount information of the flat according to the disease prevention of the flounder through the voice analysis stored in the standard growth database 400, the standard flounder standard weight increase information per month.

5 is a block diagram showing a detailed configuration of the image analysis activity monitoring device 130 of the flounder disease prevention system through the sound and image analysis according to the present invention, the image analysis activity monitoring device 130 according to the present invention The microcomputer 131, the image collecting unit 132, the extracting unit 133, the sampling unit 134, the leveling unit 135, the linking unit 136, and the alarm unit 137 are configured to be included.

Referring to the attached FIGS. 1 to 5, FIG. 5 illustrates a detailed configuration and operation of the image analysis activity monitoring device 130 of the flounder disease prevention system through sound and image analysis according to the present invention. By monitoring the water tank through CCTV camera or underwater camera in the tank to check whether there is abnormality in the set range of movement according to the amount of activity of the flounder according to the feeding, or monitoring change detection and abnormal signs according to the amount of activity in the designated range Controls the overall operation of the video analysis activity monitoring device 130 to provide the provided video information to the management server.

The image collecting unit 132 is a response to the control signal of the microcomputer 131 through the CCTV camera or the underwater camera installed in the tank according to the ecological habits of the flounder according to the movement of the water, the image data according to the movement activity in the water Capture and collect.

The extractor 133 extracts activity by detecting changes in the flounder in the tank and detecting objects in order to collect the flounder in the image collecting unit 132 according to the control signal of the microcomputer 131. Done.

The sampling unit 134 filters the wave movement of the tank or detects and quantifies moving objects in order to detect changes in the tank and detect objects in the tank according to the control signal of the microcomputer 131. According to the information, it is to be used as a detection signal for the extraction of the flounder activity.

The leveling unit 135 collects the amount of activity check image data according to the image information of the movement of the flounder imaged according to the activity of the flounder in the tank according to the control signal of the microcomputer 131 and leveling step by step in consideration of the individual size Be sure to check for signs of abnormality. In this case, the first stage is the lowest stage and the tenth stage is classified as the best and the activity is judged as an abnormal symptom of the disease if the activity appears below the fifth stage.

The interlocking unit 136 is classified in the leveling unit 135 in response to the control signal of the microcomputer 131 and transmits the corresponding state information to the management server 300 when determining the state information or abnormal indication according to movement and activity. Or send a specialized institution to send out abnormal signs for the name according to the difference in growth by comparing the growth information of the growth and the growth information stored in the standard growth database 400 and the standard growth database (400)

The alarm unit 127 is a management server (200), administrator terminal (800), when abnormal signs occur according to the movement and activity of the flounder in the tank sent through the linkage unit 136 according to the control signal of the microcomputer 131, The user terminal 900 is configured to send an alarm signal sound according to the state.

As described above, the present specification and drawings have been described with respect to preferred embodiments of the present invention, although specific terms are used, it is only used in a general sense to easily explain the technical contents of the present invention and to help the understanding of the present invention. It is not intended to limit the scope of the present invention. It will be apparent to those skilled in the art that other modifications based on the technical idea of the present invention can be carried out in addition to the embodiments disclosed herein.

[Description of the code]

100: monitoring device

110: voice analysis activity monitoring device

111: control unit 112: sound source collection unit

113: pattern extraction unit 114: feed amount calculation unit

115: classification unit 116: control unit

117: transceiver

130: video analysis activity monitoring device

131: microcomputer 132: video collection unit

133: extraction unit 134: sampling unit

135: leveling unit 136: linkage

137: alarm unit

200: Early disease prediction and analysis device 300: Management server

400: standard growth database 500: remote medical device

600: remote management device 700: communication network

800: administrator terminal 900: user terminal

Claims (8)

1. Using the ecological habit of leaping near the surface of the flounder when hunting for prey, voice analysis is made by capturing the sound generated when jumping over the surface of the flounder, or by monitoring the tank through the underwater CCTV camera in the tank. A monitoring device 100 for monitoring an amount of activity of the;

   Food activity analysis information through voice analysis provided in the aquarium, storage of the flounder activity information according to abnormal symptoms, the status information of the disease diagnosis and prescription records, or the movement of the flounder according to the operation of each device for the prevention of flounder disease And a management server 300 to provide a feeding amount according to a feeding activity measurement value of a feeding time, a feeding amount, and a feeding number of data according to a level value and a range of the movement of the up-value with respect to the analyzed acoustic signal when jumping. );

   In connection with the management server 200 through the sound and video analysis through the sound and video analysis of the monitoring device 100 transmitted from the management server 200 through a plurality of tanks provided in the aquaculture farms in case of suspicious object occurrence of disease A remote medical device 500 for diagnosing disease prevention by intensively observing the condition of the flounder by moving the CCTV to a place where the object is located, remotely controlling the movement, rotation, and zooming and photographing; And

   The remote management device 500 in conjunction with the remote medical device 500 through the remote control of the condition of the flounder through the intensive observation through the photographing and additional diagnosis, prescription is necessary to dispatch the administrator to the flounder state Flounder disease prevention system through the acoustic and image analysis, characterized in that comprises; remote management device (600) to manage by filling in the presence of findings, request information, farm information, tank information.
2. The method of claim 1,

   Water quality information, food activity information, activity amount information, breeding information, feeding on the flounder growth based on the images collected through the movement monitoring and real-time monitoring of the water tank using the underwater camera or CCTV of the monitoring device 100 Flounder disease prevention system through the acoustic and image analysis, characterized in that it further comprises a disease early prediction and analysis device (200) for analyzing the disease diagnosis and prescription records in conjunction with the quantity statistics, standard growth.
3. The method of claim 1,

   Check the disease symptoms of the flounder on the basis of the granular level value according to the amount of activity based on the status information of the flounder for analysis of the audio signal and image information analyzed during the movement and leap of the flounder in the aquaculture farm provided by the management server 300, The manager terminal 800 to check the abnormality of the tank on the basis of the difference between the feed intake and growth rate by growth rate by comparing and analyzing the standard growth information and the actual growth information stored in the standard growth database 400,

   Status information of the monitoring device 100 of the audio analysis and video analysis provided from the management server 300 at a distance through the communication network 700 by driving an app (app) for the disease prevention control of the flounder, abnormality of the device Flounder disease prevention system through the acoustic and image analysis, characterized in that further comprises a user terminal 900 that can be confirmed.
4. The method of claim 1,

   The monitoring device 100

   The voice analysis activity monitoring device 110, by using the ecological habits leap near the surface when hunting the flounder prey to catch the sound generated when jumping over the water to calculate the level of food activity in consideration of the individual size through the voice analysis and the standard Sound and video analysis, characterized in that it further comprises a voice analysis activity monitoring device 110 to determine whether the appropriate feed amount for each object size stored in the growth database 400 and transmits to the management server 300 when an abnormal symptom occurs. Through flounder disease prevention system.
5. The method of claim 1,

   The monitoring device 100

   By monitoring the water tank through CCTV camera or underwater camera in the tank, the level of movement according to the amount of activity of the flounder according to the feeding level is determined, and the range is specified to monitor the abnormality according to the amount of activity according to the level. Flounder disease prevention system through the acoustic and video analysis, characterized in that it further comprises a video analysis activity monitoring device 130 to supply to the management server.
6. The method of claim 1,

   Extract the voice and video information through the monitoring device 100 and proceed to the analysis device according to early disease prediction in the early disease prediction and analysis device 200 to the information stored in the standard growth database 400, the corresponding analyzed information To be transmitted to the management server 300,

   Aquaculture tank can extract the feeding activity information through the directional microphone and feed activity information, activity quantity information, standard growth database by extracting the feeding activity information through CCTV or underwater camera installed on the upper part of the aquarium. Flounder disease prevention system through acoustic and image analysis, characterized in that configured to apply the information by the tank unit when diagnosing disease abnormalities by comprehensively analyzing the information to determine whether the disease signs are detected.
7. The method of claim 4, wherein

   The voice analysis activity monitoring device 100

   Using the ecological habit of leaping near the water when hunting for the flounder prey, the sound generated during the leap over the water is captured, and the food activity level is calculated by considering the individual size through time-based voice analysis. Control unit 111 for controlling the overall operation of the voice analysis activity monitoring device to determine whether the appropriate feed amount for each object size stored in the growth database 400 can be transmitted to the management server 300 when abnormal signs occur;

   According to the control signal of the control unit 111 according to the ecological habits of the flounder, the sound collection unit 112 to collect the sound source according to the size and time zone of the flounder by gapping the sound generated during sleep leap,

   A pattern extraction unit 113 for extracting a pattern according to the size of the flounder and a pattern according to the sound generated when the leap is based on the sound source collected by the sound source collection unit 112 in response to the control signal of the controller 111;

   Feeding amount in consideration of the activity and movement of the flounder by using the feeding activity according to the size of the flounder based on the pattern collected and extracted by the sound source collection unit 112 according to the control signal of the control unit 111 Feed amount calculation unit 114 for automatically setting the feed amount through the expression machine to calculate the,

   It operates according to the control signal of the control unit 111 and collects the data of the feed activity in consideration of the activity according to the movement and leap of the flounder based on the feed amount calculated and set in the feed amount calculating unit 114 According to the leveling step by step from step 1 to step 10, and the step 1 is the lowest step to classify the best step 10 to determine the abnormality of the disease when the food activity is less than 5 levels 115,

   Adjust according to the control signal of the control unit 111, the feed amount calculation unit 114 calculates the leveling classification by considering the size of the object to calculate the amount of feed to calculate the size of the individual to automatically adjust the feed Part 116, and

   In response to the control signal of the control unit 111 is classified in the classifying unit 115 and transmits the corresponding state information to the management server 300 when determining the status information or abnormal symptoms according to the feeding activity, or the standard growth database 400 Audio and video analysis, characterized in that it further comprises a transmission and reception unit 117 for receiving the proper feed amount information for each flat according to the disease prevention of the flounder through the voice analysis stored in) Through flounder disease prevention system.
8. The method of claim 5,

   The image analysis activity monitoring device 130

   By monitoring the water tank through CCTV camera or underwater camera in the tank to check whether there is abnormality in the set range of movement according to the amount of activity of the flounder according to the feeding, or monitoring change detection and abnormal signs according to the amount of activity in the designated range Micom 131 for controlling the overall operation of the video analysis activity monitoring device 130 by transmitting the received video information to the management server,

    Image collecting unit for capturing and collecting the image data according to the movement and the movement in the water according to the ecological habits of the flounder through the CCTV camera or underwater camera installed in the tank in response to the control signal of the microcomputer 131 ( 132),

   In accordance with the control signal of the microcomputer 131, the extractor 133 extracts the activity of the flounder by detecting the change of the flounder in the tank for detecting the movement and the activity of the flounder in the image collecting unit 132,

   Activeness of the flounder according to filtering and numerical information by filtering wave movement of the tank or detecting moving objects to quantify by detecting the change in the tank of the extraction unit 133, object detection according to the control signal of the microcomputer 131 Sampling unit 134 to be used as a detection signal for the extraction of whether or not,

   According to the control signal of the microcomputer 131, the activity amount check image data is collected according to the image information of the movement of the flounder taken according to the activity of the flounder in the tank, and the level is determined in 1 to 10 steps in consideration of the individual size to determine abnormal signs. Leveling unit 135 to determine the first stage is the lowest stage, the tenth stage is classified as the best when the activity is less than five stages to determine the abnormal symptoms of the disease,

   In response to the control signal of the microcomputer 131 is classified in the leveling unit 135 and transmits the status information to the management server 300 when determining the status information or abnormal symptoms according to the movement and activity, or standard growth database ( Linking unit 136 for sending out abnormal signs of the name according to the difference in growth through comparison of the growth information and the actual growth information stored in the label 400 and

   According to the control signal of the microcomputer 131 to the management server 200, the administrator terminal 800, the user terminal 900 when abnormal signs occur according to the movement and activity of the flounder in the tank sent through the interlocking unit 136 Flounder disease prevention system through the sound and image analysis, characterized in that it further comprises an alarm unit for transmitting an alarm signal sound according to the state.

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