CN113747064B - Automatic underwater organism detection and shooting system and method thereof - Google Patents

Automatic underwater organism detection and shooting system and method thereof Download PDF

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Publication number
CN113747064B
CN113747064B CN202111031034.3A CN202111031034A CN113747064B CN 113747064 B CN113747064 B CN 113747064B CN 202111031034 A CN202111031034 A CN 202111031034A CN 113747064 B CN113747064 B CN 113747064B
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module
shooting
sampling
control calculation
image
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CN113747064A (en
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孙赫英
李志兴
郭文思
陈豪
唐剑锋
杜建民
杨念东
王忠军
张浩江
胡圣
周明春
梁国峰
李金洁
曲力涛
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Ecological Environment Monitoring And Scientific Research Center Of Yangtze River Basin Ecological Environment Supervision And Administration Bureau Ministry Of Ecological Environment
Huaneng Group Technology Innovation Center Co Ltd
Huaneng Lancang River Hydropower Co Ltd
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Ecological Environment Monitoring And Scientific Research Center Of Yangtze River Basin Ecological Environment Supervision And Administration Bureau Ministry Of Ecological Environment
Huaneng Group Technology Innovation Center Co Ltd
Huaneng Lancang River Hydropower Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/64Computer-aided capture of images, e.g. transfer from script file into camera, check of taken image quality, advice or proposal for image composition or decision on when to take image
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/56Cameras or camera modules comprising electronic image sensors; Control thereof provided with illuminating means
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/667Camera operation mode switching, e.g. between still and video, sport and normal or high- and low-resolution modes

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Closed-Circuit Television Systems (AREA)

Abstract

The invention discloses an automatic underwater biological detection and shooting system and a method thereof, wherein the system comprises a protection fixing device which is arranged underwater, and a control calculation module is fixedly arranged in the protection fixing device; the control calculation module is respectively and electrically connected with the sensor module, the pre-sampling module, the lighting module, the shooting module, the power supply module and the data storage and transmission module positioned outside the protection fixing device; the pre-sampling module is electrically connected with the sensor module, and the shooting module is electrically connected with the data storage and transmission module; the data storage and transmission module is in signal connection with the upper computer through a wireless network. The invention can realize the in-situ detection and shooting of underwater large aquatic organisms, and adopts the sensor detection and timing shooting method to replace the original continuous shooting method and reduce the working energy consumption, so that the shooting system can be operated in the field for a long time, the field monitoring is not limited by the conditions of power supply facilities, and the shooting system can be arranged in the position allowed by the environmental conditions.

Description

Automatic underwater biological detection and shooting system and method thereof
Technical Field
The invention belongs to the technical field of water ecological environment monitoring, and particularly relates to an automatic underwater biological detection shooting system and method.
Background
With the improvement of the social and economic development level of China, people enter a new development stage comprehensively, the demand of the people on good water ecological environment is more and more strong, and the water ecological protection by government departments and enterprises and public institutions is more and more concerned. The investigation and monitoring of aquatic organisms are the basis of water ecological protection, and the realization of long-term and efficient monitoring has important significance for water ecological protection and fishery resource development and utilization.
Compared with terrestrial organisms, aquatic organisms are difficult to directly observe underwater, and the investigation and monitoring process is more complicated. Taking fish as an example, traditional fish investigation monitoring is mostly carried out by adopting a mode of manual fishing or sonar detection, and the consumption of manpower and material resources is large, so that long-term and high-frequency monitoring cannot be carried out. In addition, the fishing process also damages the fishes and has certain influence on fish resources.
The image data of larger aquatic organisms such as fish can be obtained by investigation and monitoring through an underwater shooting method, the fishery resource investigation and the ethology research are served, the underwater image acquisition method is suitable for long-term monitoring, and the fish can be prevented from being damaged. At present, the existing underwater biological shooting method in China mostly uses a camera to continuously shoot, and no biological image occupies a large data storage space. Meanwhile, due to the fact that continuous shooting is large in power consumption, the shooting device is often fixed in a sustainable power supply area. However, most of the field areas are not provided with power facilities, so that the working time of the shooting system or the working area is limited, and the requirement of carrying out long-term in-situ monitoring on aquatic organisms in the field cannot be met.
CN108289166A discloses an automatic shooting method and system of underwater target, this system includes parts such as underwater equipment, detector, discrimination system, camera. According to the method, after a detector detects a target, the fish is shot by focusing, adjusting the position of underwater equipment and the like. Most underwater equipment such as unmanned ships need personnel on duty, are difficult to realize long-time underwater monitoring, and the underwater equipment who adopts simultaneously is easily disturbing fish in the removal in-process.
CN 110873555A discloses a system and method for observing underwater living things, which collects image information of fish through a light curtain scanning array. When the device is used, the fish image information can be obtained only when the fish passes through a specific channel, so that the moving range of the fish is limited, and the normal living behavior of the fish is difficult to shoot.
Disclosure of Invention
The present invention is directed to an automatic underwater biological detection and shooting system and method thereof, which solve or improve the above-mentioned problems.
In order to achieve the purpose, the invention adopts the technical scheme that:
on one hand, the automatic underwater biological detection and shooting system and the method thereof comprise a protection fixing device which is arranged underwater, and a control calculation module is fixedly arranged in the protection fixing device; the control calculation module is respectively and electrically connected with the sensor module, the pre-sampling module, the lighting module, the shooting module, the power supply module and the data storage and transmission module positioned outside the protection fixing device; the pre-sampling module is electrically connected with the sensor module, and the shooting module is electrically connected with the data storage and transmission module; the data storage and transmission module is in signal connection with the upper computer through a wireless network.
Further, the protection fixing device comprises a protection frame and a protection cover arranged outside the protection frame; and a shooting system carrier plate is vertically arranged in the protective frame, and an adjusting plate is arranged on one side of the protective frame close to the river bank.
Furthermore, the adjusting plate is connected with the side plate of the protection fixing device through a plurality of telescopic supporting rods, and the lengths of the plurality of supporting rods are sequentially reduced from top to bottom.
Furthermore, the control calculation module, the sensor module, the pre-sampling module, the illumination module and the shooting module are all fixedly installed on the shooting system support plate.
Further, the sensor module comprises signal transmitting and receiving means; the pre-sampling module is infrared camera equipment; the control calculation module comprises a printed circuit board and a microcomputer; the shooting module comprises at least one group of visible light and infrared light shooting cameras; the lighting module comprises at least one group of LED infrared light sources.
In one aspect, a method for an automatic underwater biological detection and shooting system comprises the following steps:
s1, selecting a point position with a gentle flow velocity, lowering a protection fixing device to a selected monitoring water depth through a cable, and adjusting the angle of an adjusting plate by adjusting the length of a telescopic supporting rod when lowering the protection fixing device on the bank until a shooting module and a sensor module which are lowered are kept horizontal and back to the bank;
s2, shooting by the pre-sampling module under the infrared light illumination of the illumination module, and recording the background environment of the area where the pre-sampling module is located;
s3, selecting two working modes of a detection mode and a timing mode according to the recorded area background environment;
s4, pre-sampling shooting is carried out according to the selected detection mode or timing mode, the pre-sampled picture is transmitted to a control calculation module to be processed and analyzed, and whether a new object exists in the image or not is identified;
and S5, if a new object exists, shooting by the shooting system, storing the shot picture or video into the data storage and transmission module, naming according to the fixed format and the shooting time, regularly returning the pre-sampled picture through the wireless communication equipment, and periodically shooting the number of times of the picture and the total number of the shot objects.
Further, S3 selects two working modes, i.e. a detection mode and a timing mode, according to the recorded area background environment, including:
starting a detection mode, continuously transmitting a signal by a sensor module, detecting whether an object passes through the area, receiving the signal by a signal receiving device of the sensor module when the object mainly comprising fish or other large-scale aquatic organisms passes through and reflects the signal, and prompting a pre-sampling module to carry out preliminary shooting to obtain a pre-sampling picture;
when the interference of aquatic weeds and stones exists in the monitored area, closing the detection mode, starting the timing mode, regularly shooting by the pre-sampling module, and shooting by the pre-sampling module to obtain a pre-sampling picture;
processing the pre-sampled picture to obtain an image to be judged, comparing the image to be judged with the previous image to be judged, and judging the passing condition of an object; if the picture is the first pre-sampling picture, the picture is compared with the shooting background environment.
Further, the recognition and judgment of the image by the detection mode and the timing mode comprises the following steps:
the control calculation module merges and reads the images to be used as images to be judged;
comparing the image to be judged with the recorded image to be judged to obtain a difference value between pixels of the two groups of photos;
converting the difference value into a gray picture according to the set threshold value, wherein the part with the difference value as a positive value is black, and the part with the difference value as a negative value is white;
and identifying the number of objects appearing in the image through contour inspection, and primarily judging the number of the newly added aquatic organisms in the image.
Further, if the number of the difference pixels is larger than 1/20 of the number of all the pixels, judging that the shooting visual field has obvious change, judging that a living being passes through, and starting the lighting module and the shooting module by the control calculation module to shoot;
the control calculation module compares the estimated sunset time input in advance with the current time, and selects an illumination and shooting mode; if the user is in the sunset, controlling a computing module to start a visible light camera to shoot; if the sun falls, the control calculation module controls the infrared illumination lamp set to illuminate and starts the infrared camera to shoot;
in the detection mode, when the sensor module continuously receives a sensor signal, the pre-sampling module only carries out pre-sampling shooting once; in the timing mode, a pre-sampling module is arranged to shoot every 5-30 minutes, and pre-sampling pictures are processed by a control calculation module to judge whether a shooting system is controlled to shoot or not.
Furthermore, the pre-sampled picture of the pre-sampling module is used for processing judgment and communication transmission, and the resolution of the picture shot by the shooting module is higher than that of the pre-sampled picture.
The automatic underwater biological detection and shooting system and the method thereof provided by the invention have the following beneficial effects:
1. the invention can realize the in-situ detection and shooting of underwater large aquatic organisms, adopts a sensor detection and timing shooting method to replace the original continuous shooting method and reduce the working energy consumption, so that the shooting system can be operated in the field for a long time, the field monitoring is not limited by the conditions of power supply facilities, and the shooting system can be arranged in the position allowed by the environmental conditions.
2. The system does not need to be attended by personnel in the shooting and running process, and the labor cost is saved.
3. The sensor detection and the timing shooting are combined with the pre-sampling, and then the shooting is carried out after the object passes through the visual field, and the underwater passing object mainly comprises fish and other aquatic organisms, so that the effectiveness of the shooting is improved, the storage space consumption is reduced, and the working time is prolonged. When the shot image is used subsequently, the workload of processing the image without the object is reduced.
4. When shooting at night, adopt infrared light banks to throw light on, fish are difficult to perceive, compare the visible light and are more difficult to the frightening fish, use infrared camera can obtain better night shooting effect simultaneously.
5. The underwater remote control device can work in underwater environments with different complexity degrees by adopting two working modes of a detection mode and a timing mode.
6. The pre-sampling photos can be regularly transmitted back to the mobile equipment of the operator through the communication device, so that the operator can know the current shooting condition in real time conveniently, and the working mode can be adjusted.
7. The number of shot objects can be judged in the process of processing the pre-sampling photos, and the number of the shot aquatic organisms can be roughly estimated to obtain preliminary data because the underwater passing objects mainly comprise aquatic organisms.
Drawings
FIG. 1 is a schematic block diagram of an automatic underwater biological detection and shooting system and a method thereof.
Fig. 2 is a shooting schematic diagram of an automatic underwater biological detection shooting system and a method thereof.
Fig. 3 is a structure diagram of an automatic underwater biological detection and shooting system.
Fig. 4 is a flow chart of the automatic underwater biological detection and shooting system and the method thereof.
Fig. 5 is a schematic view of underwater installation of the automatic underwater living body detecting and shooting system.
Wherein, 1, protecting the frame; 2. a protective cover; 3. a shooting system carrier plate; 4. an adjusting plate; 5. a support bar; 6. a cable; 7. and a data storage and transmission module.
Detailed Description
The following description of the embodiments of the present invention is provided to facilitate the understanding of the present invention by those skilled in the art, but it should be understood that the present invention is not limited to the scope of the embodiments, and it will be apparent to those skilled in the art that various changes may be made without departing from the spirit and scope of the invention as defined and defined in the appended claims, and all matters produced by the invention using the inventive concept are protected.
According to the first embodiment of the application, referring to fig. 1 and fig. 2, the automatic underwater biological detection and shooting system of the present invention comprises a protection fixing device placed under water, a sensor module, a pre-sampling module, a control and calculation module, an illumination module, a shooting module, a data storage and transmission module 7 and a power supply module.
The control calculation module is respectively and electrically connected with the sensor module, the pre-sampling module, the lighting module, the shooting module, the power supply module and the data storage and transmission module 7; the pre-sampling module is electrically connected with the sensor module, and the shooting module is electrically connected with the data storage and transmission module 7; the data storage and transmission module 7 is in signal connection with an upper computer through a wireless network.
The sensor module comprises a signal transmitting and receiving device for transmitting and receiving signals.
The sensor module, the pre-sampling module, the control calculation module, the lighting module, the shooting module and the power supply module are all independently provided with waterproof protective covers.
The pre-sampling module is low-energy infrared camera equipment.
The control calculation module consists of a printed circuit board and a microcomputer and is used for receiving signals, pictures and commands fed back by the sensor module, the pre-sampling module and the data storage and transmission module 7; and the lighting module and the shooting module are controlled by the control calculation module.
The shooting module and the control calculation module are respectively connected with the data storage and transmission module 7, and the data storage and transmission module 7 is used for storing data and transmitting the data to a remote upper computer, such as a mobile phone. The data storage and transmission module 7 can receive the command sent by the upper computer and switch between the timing mode and the sensor mode.
The shooting module comprises at least one group of visible light and infrared light shooting cameras and is used for shooting photos or videos.
The lighting module comprises at least one group of LED infrared light sources (the wavelength is more than 700 nm) for providing necessary light sources for shooting. The lighting module is an LED infrared lamp, is not easy to disturb fishes, has low energy consumption and is suitable for underwater long-term monitoring.
The data storage and transmission module 7 consists of transmission equipment such as a high-capacity SD card and a data line and wireless communication equipment positioned on water. The wireless communication equipment can be connected with mobile equipment such as a mobile phone and the like through a wireless network.
The power supply modules are respectively positioned under water and on water to supply power to the system. The power supply module is a rechargeable lithium battery, and the capacity specification of the lithium battery can be adjusted according to the monitoring duration.
The sensor module, the pre-sampling module, the control calculation module, the lighting module and the shooting module are all located in the protection fixing device and are arranged under water, and the data storage and transmission module 7 is located on water.
Referring to fig. 3, the protection fixing device includes a protection frame 1 and a protection cover 2 disposed outside the protection frame 1, a shooting system carrier plate 3 is vertically disposed in the protection frame 1, and an adjusting plate 4 is disposed on one side of the protection frame 1 near the river bank.
The protective cover 2 is made of quartz glass material, and can better transmit detection means such as infrared rays and the like so as to realize the function of a sensor.
The protective frame 1 is made of stainless steel, can avoid corrosion when being placed underwater for a long time, and protects the quartz glass protective cover 2.
The control calculation module, the sensor module, the pre-sampling module, the illumination module and the shooting module are all fixedly arranged on the shooting system support plate 3.
Adjusting plate 4 is connected through a plurality of telescopic bracing pieces 5 between the protection fixing device curb plate, and the length of a plurality of bracing pieces 5 reduces from last to down in proper order, and sets up for the opening between adjusting plate 4 and the protection fixing device top, and the inclination of adjusting plate 4 and river bank is unanimous with the regulation of bracing piece 5 of accessible telescopic link to shoot module, sensor module and keep the level and dorsad river (lake) bank after guaranteeing to transfer along the bank.
According to the second embodiment of the present application, it specifically includes:
the sensor module comprises two groups of infrared transmitting and receiving devices, and the wavelength of infrared is 780-1100 nm.
The control calculation module comprises a printed circuit board and a raspberry microcomputer.
The shooting module comprises a visible light camera and an infrared camera.
The lighting module comprises a group of 12 infrared LED lamps, and the wavelength of the infrared LED lamps is 840nm.
The pre-sampling module is an infrared CMOS camera and works under the illumination of the illumination module.
The sensor module, the control calculation module, the lighting module and the shooting module are all positioned in the quartz glass protective cover 2 and are arranged under water; the data storage and transmission system is located onshore. And rechargeable replaceable lithium batteries are arranged in the system to supply power to each system, and can be directly replaced during maintenance.
Referring to fig. 5, the working principle of the present embodiment is:
the protection fixing device of the system is lowered to the position of 3m underwater water depth from the bank, the length of the supporting rod 5 is adjusted according to the inclination angle of the bank, the inclination angle of the adjusting plate 4 is ensured to be consistent with the inclination angle of the bank, the shooting module and the sensor module are kept horizontal and back to the bank of the river (lake) after the protection fixing device is lowered along the bank, and the shooting mode is selected to be adjusted to shoot.
The sensor module continuously emits infrared rays to detect whether an object passes through. The underwater passing objects mainly comprise larger aquatic organisms such as fishes, shrimps, aquatic mammals and the like. After passing by organisms, infrared rays are reflected and received by the sensor module, the control and calculation module controls the illumination module to illuminate the infrared lamp bank, and the pre-sampling module shoots pre-sampling pictures.
The pre-sampled picture is processed by the raspberry host microcomputer to determine whether new objects are in the field of view and the number of the new objects. And if the new object exists, controlling the shooting module to shoot. The method comprises the steps of shooting by using a visible light camera in the daytime, and shooting by using an infrared lamp and an infrared camera at night. The infrared detection range of the sensor module is 3m, and is consistent with the underwater shooting effective range of the shooting module camera. After the shooting module shoots, the images are temporarily stored in the camera and are transmitted to a large-capacity memory card of the data storage and transmission module 7 every hour. The data storage and transmission module 7 is located on the shore, is connected with the control and calculation module through a data line, and comprises a large-capacity memory card, CDMA data communication equipment and an antenna. The data such as the number of times of shooting in the hour period, the aquatic organism number estimation of shooting and the like and the pre-sampling picture are transmitted to monitoring personnel through communication equipment, so that the monitoring personnel can know the shooting condition regularly.
The pre-sampling is a relatively low-resolution picture and is used for processing judgment and communication transmission, the resolution of the picture shot by the shooting system is relatively higher, and the picture is finally collected in a unified manner after being stored.
According to the third embodiment of the present application, referring to fig. 4, a method for using an underwater biological automatic detection shooting system comprises the following steps:
s1, selecting a point position with a gentle flow velocity, lowering a protection fixing device to a selected monitoring water depth through a cable 6, and adjusting the angle of an adjusting plate 4 by adjusting the length of a telescopic supporting rod 5 when lowering the protection fixing device on the bank until a shooting module and a sensor module which are lowered are kept horizontal and back to the bank;
s2, shooting by a pre-sampling module under infrared light illumination of an illumination module, and recording the background environment of the area where the pre-sampling module is located;
s3, selecting a detection mode or a timing mode according to the recorded area background environment, wherein the method specifically comprises the following steps:
starting a detection mode, continuously transmitting signals by a sensor module, detecting whether an object passes through the area, receiving the signals by a signal receiving device of the sensor module when the object mainly comprising fish or other large aquatic organisms passes through and reflects the signals, and prompting a pre-sampling module to carry out preliminary shooting to obtain a pre-sampling picture; when the interference of aquatic weeds and stones exists in the monitoring area, closing the detection mode, starting the timing mode, and regularly shooting by the pre-sampling module to obtain a pre-sampling picture;
and processing the pre-sampled picture to obtain an image to be judged, comparing the image to be judged with the previous image to be judged, and judging the passing condition of the object.
The control calculation module identifies and judges the image, and comprises the following steps:
the control calculation module combines and reads the images to be used as images to be judged;
comparing the image to be judged with the recorded image to be judged to obtain a difference value between pixels of the two groups of photos; if the picture is the first pre-sampling picture, comparing the picture with a shooting background environment;
converting the difference value into a gray picture according to the set threshold value, wherein the part with the difference value of a positive value is black, and the part with the difference value of a negative value is white;
and identifying the number of objects appearing in the image through contour inspection, and primarily judging the number of the newly added aquatic organisms in the image.
If the number of the difference pixels is more than 1/20 of the number of all the pixels, judging that the shooting visual field has obvious change, judging that a living being passes through, and starting the lighting module and the shooting module by the control calculation module to shoot;
the control calculation module compares the pre-estimated sunset time recorded in advance with the current time, and selects an illumination and shooting mode; if the user is in the sunset, the calculation module is controlled to start the visible light camera to shoot; if the sun is behind, the control calculation module controls the infrared illumination lamp set to illuminate, and starts the infrared camera to shoot;
in the detection mode, when the sensor module continuously receives a sensor signal, the pre-sampling module only carries out pre-sampling shooting once; in the timing mode, the pre-sampling module is set to shoot every 5 to 30 minutes. The pre-sampled picture is processed by the control calculation module to judge whether to control the shooting system to shoot or not.
S4, pre-sampling shooting is carried out according to the selected detection mode or timing mode, the pre-sampled picture is transmitted to a control calculation module for processing and analysis, and whether a new object exists in the image or not is identified;
s5, if a new object exists, shooting by the shooting system, storing the shot picture or video into the data storage and transmission module 7, naming according to a fixed format and shooting time, regularly returning the pre-sampled picture through wireless communication equipment, and shooting times and the total number of the shot objects in the period; and the images shot by the shooting module are stored and then are recovered after the monitoring is finished.
While the embodiments of the invention have been described in detail in connection with the accompanying drawings, it is not intended to limit the scope of the invention. Various modifications and changes may be made by those skilled in the art without inventive step within the scope of the appended claims.

Claims (6)

1. The utility model provides an automatic detection shooting system of biology under water which characterized in that: the underwater protective device comprises a protective fixing device which is arranged under water, and a control calculation module is fixedly arranged in the protective fixing device; the control calculation module is respectively and electrically connected with the sensor module, the pre-sampling module, the lighting module, the shooting module, the power supply module and the data storage and transmission module positioned outside the protection fixing device; the pre-sampling module is electrically connected with the sensor module, and the shooting module is electrically connected with the data storage and transmission module; the data storage and transmission module is in signal connection with an upper computer through a wireless network;
the protection fixing device comprises a protection frame and a protection cover arranged outside the protection frame; a shooting system carrier plate is vertically arranged in the protective frame, and an adjusting plate is arranged at one side of the protective frame close to the river bank;
the adjusting plate is connected with the side plate of the protection fixing device through a plurality of telescopic supporting rods, and the lengths of the plurality of supporting rods are sequentially reduced from top to bottom;
the control calculation module, the sensor module, the pre-sampling module, the lighting module and the shooting module are all fixedly arranged on a shooting system support plate;
the sensor module comprises a signal transmitting and receiving device; the pre-sampling module is infrared camera equipment; the control calculation module comprises a printed circuit board and a microcomputer; the shooting module comprises at least one group of visible light and infrared light shooting cameras; the lighting module comprises at least one group of LED infrared light sources.
2. A method for using the automatic underwater biological detection and shooting system of claim 1, which comprises the following steps:
s1, selecting a point position with a smooth flow velocity, lowering a protection fixing device to a selected monitoring water depth through a cable, and adjusting the angle of an adjusting plate by adjusting the length of a telescopic supporting rod when lowering the protection fixing device on a bank until a shooting module and a sensor module which are lowered are kept horizontal and face away from the bank;
s2, shooting by a pre-sampling module under infrared light illumination of an illumination module, and recording the background environment of the area where the pre-sampling module is located;
s3, selecting two working modes, namely a detection mode and a timing mode, according to the recorded area background environment;
s4, pre-sampling shooting is carried out according to the selected detection mode or timing mode, the pre-sampled picture is transmitted to a control calculation module for processing and analysis, and whether a new object exists in the image or not is identified;
and S5, if a new object exists, shooting by the shooting system, storing the shot picture or video into the data storage and transmission module, naming according to the fixed format and the shooting time, regularly returning the pre-sampled picture through the wireless communication equipment, and shooting times and the total number of the shot objects in the period.
3. The method for the underwater biological automatic detection shooting system according to claim 2, wherein the S3 selects two working modes, namely a detection mode and a timing mode according to the recorded area background environment, and comprises the following steps:
starting a detection mode, continuously transmitting signals by a sensor module, detecting whether an object passes through the area, receiving the signals by a signal receiving device of the sensor module when the object mainly comprising fish or other large aquatic organisms passes through and reflects the signals, and prompting a pre-sampling module to carry out preliminary shooting to obtain a pre-sampling picture;
when the interference of aquatic weeds and stones exists in the monitored area, closing the detection mode, starting the timing mode, regularly shooting by the pre-sampling module, and shooting by the pre-sampling module to obtain a pre-sampling picture;
and processing the pre-sampled picture to obtain an image to be judged, comparing the image to be judged with the previous image to be judged, and judging the passing condition of the object.
4. The method of the underwater biological automatic detection shooting system according to claim 3, wherein the detection mode and the timing mode for recognizing and judging the image comprise:
the control calculation module combines and reads the images to be used as images to be judged;
comparing the image to be judged with the recorded image to be judged to obtain a difference value between pixels of the two groups of photos, and comparing the difference value with a shooting background environment if the image is a first pre-sampling photo;
converting the difference value into a gray picture according to the set threshold value, wherein the part with the difference value of a positive value is black, and the part with the difference value of a negative value is white;
and identifying the number of objects appearing in the image through contour inspection, and preliminarily judging the number of the aquatic organisms newly added in the image.
5. The method for the automatic detection and shooting system of the underwater creatures, according to claim 4, characterized in that if the number of the difference pixels is more than 1/20 of the total number of the pixels, the shooting view is judged to have obvious change, the creatures pass through the shooting view, and the control and calculation module starts the illumination module and the shooting module to shoot;
the control calculation module compares the pre-estimated sunset time recorded in advance with the current time, and selects an illumination and shooting mode; if the user is in the sunset, controlling a computing module to start a visible light camera to shoot; if the sun falls, the control calculation module controls the infrared illumination lamp set to illuminate and starts the infrared camera to shoot;
in the detection mode, when the sensor module continuously receives a sensor signal, the pre-sampling module only carries out pre-sampling shooting once; in the timing mode, the pre-sampling module is set to shoot every 5-30 minutes, and the pre-sampling pictures are processed by the control calculation module to judge whether to control the shooting system to shoot or not.
6. The method of the underwater automatic biological detection and shooting system of claim 5, wherein the pre-sampled picture of the pre-sampling module is used for processing judgment and communication transmission, and the shooting module shoots the picture with a resolution higher than that of the pre-sampled picture.
CN202111031034.3A 2021-09-03 2021-09-03 Automatic underwater organism detection and shooting system and method thereof Active CN113747064B (en)

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