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39results about How to "Capture comprehensive" patented technology

Moving object track clustering method based on multi-feature fusion and clustering ensemble

The invention discloses a moving object track clustering method based on multi-feature fusion and clustering ensemble. The method comprises the steps of firstly roundly capturing the feature information of the track of a target moving object; then performing clustering analysis on four selected moving track features and generating a plurality of primary clustering results by using a K-means clustering algorithm; quantizing the quality of the plurality of primary clustering results, and then obtaining three fusion clustering result by means of weighted summation; and further integrating the three fusion clustering results to generate a final integration clustering result. According to the method, the feature information of the target moving object can be comprehensively captured, relevance between the dynamic characteristic of the track and time slice can be restored to the utmost extent, and the good antijamming capability is provided; weights are distributed to the plurality of primary clustering results according to different clustering quality assessment criteria, the class number can be automatically recognized during the fusion process, and the intrinsic structure of the class cluster can be effectively captured.
Owner:YUNNAN UNIV

Non-linear procedure failure testing method based on two-dimensional dynamic kernel principal component analysis

Disclosed is a non-linear process fault detection method based on two-dimensional dynamic kernel principal component analysis, belonging to the fault detection technical field; the method comprises the following steps: the first step is to determine the sampling parameters, namely, to judge the execution process, determine the sampling parameters, select the data parameters which affect the fault, and then judge whether to carry through training or testing; the second step is training, that is, to collect the data of normal work, pick up the non-linear principal component of the training data through two-dimensional dynamic kernel principal component analysis, calculate the square prediction error of the training data and determine the control limit; the third step is testing, that is, to collect the online observation data, pick up the non-linear principal component of the online observation data through two-dimensional dynamic kernel principal component analysis, calculate the square prediction error of the real-time online observation data, compare the control limit of the square prediction error of the real-time online observation data with the control limit of the square prediction error of the training data, display and gives an alarm if the control limit of the former exceeds that of the latter. The invention can timely detect the fault in the production process and reduce losses in the industrial production process.
Owner:NORTHEASTERN UNIV

Flight path prediction method

The invention discloses a flight path prediction method. The method comprises the steps: considering the meteorological environment of a flight, extracting meteorological features through a convolutional neural network, modeling flight path features through a recurrent neural network, and finally outputting a series of future flight paths, specifically including the steps of flight path data preprocessing, meteorological feature extraction, time sequence model definition, model compiling and training, and flight path prediction. Through the technical scheme of the invention, the long-term flight trajectory can be accurately predicted in an actual environment.
Owner:BEIHANG UNIV

Electricity stealing prevention intelligent video evidence obtaining system and electricity stealing prevention terminal image collection method

The invention discloses an electricity stealing prevention intelligent video evidence obtaining system. A first image data output end of an image collection and compression terminal of the system is connected with a first general asynchronous transmit-receive transmitter interface of a microprocessor in a metering box. A control signal communication end of the image collection and compression terminal is connected with a safe digital input and output clamping port of the microprocessor in the metering box. A second image data output end of the image collection and compression terminal is connected with an image data input end of a main station server. A total data communication end of the microprocessor is connected with a microprocessor total data input end of the main station server through a communication module. A communication end of a meter reading module is connected with a second general asynchronous transmit-receive transmitter interface of the microprocessor. A communication module of an infrared temperature detection module is connected with a digital-analog signal converter interface of the microprocessor. A communication end of an embedded safety control module is connected with a third general asynchronous transmit-receive transmitter interface of the microprocessor in the metering box. According to the invention, technical support is provided for fighting against electricity stealing according to law.
Owner:WUHAN UNIV OF TECH

System capable of quickly discovering and processing network fault, and processing method thereof

The invention relates to the technical field of the network security, and specifically relates to a system capable of quickly discovering and processing network fault, and a processing method thereof.The processing method comprises the following steps: continuously monitoring and analyzing running state and traffic data of target network equipment by using a server, and establishing a traffic database after acquiring the traffic data of the target network equipment, and then performing real-time analysis and judgment on the traffic database; shielding a fault source by adopting a corresponding processing rule once discovering the network abnormality, thereby realizing the quick recovery of the network fault. Through the processing method disclosed by the invention, the network fault caused by network illegal behavior can be quickly processed, and the technical problem of low operation and maintenance efficiency is solved.
Owner:SHANGQIU POWER SUPPLY CO OF STATE GRID HANAN ELECTRIC POWER CO

Upper limb intelligent rehabilitation system based on virtual reality

The invention discloses an upper limb intelligent rehabilitation system based on virtual reality. The upper limb intelligent rehabilitation system comprises a human body posture estimation module, a data transmission module, a training mode selection module, a model management module, a scene management module, a motion synchronization mapping module, an interaction management module, a training management module and a motion evaluation module. Through more humanized, intelligent and low-cost interactive experience, a simpler and more comfortable exercise rehabilitation environment is providedfor the dyskinesia patient, so that the rehabilitation effect of the patient is improved, and the rehabilitation time of the patient is shortened; and meanwhile, according to the system, arm movementand two-hand fine movement can be effectively and accurately fused, so the dyskinesia patient can conduct rehabilitation training recovery more comprehensively and effectively.
Owner:JINAN UNIVERSITY

System and implementing method for monitoring rubbish short message based on content length

The invention discloses a system for monitoring SMS spam based on the length of content and a realization method thereof. A monitoring rule definition module synchronously configures preset monitoring rules, a monitoring value monitored according to flow and a suspicious threshold value monitored according to the content length to an analysis module and a database management operation module; when the information flow value of a calling user is larger than the monitoring value, the analysis module sends all information of the calling user to the database management operation module; the insert database module inserts all information of the calling user to the database; the database judges the content length of the short message, and if the content length of the short message is longer than the suspicious threshold value, the calling user is a suspicious user. The system and the realization method of the invention greatly improve monitoring efficiency and accuracy and better protect the right of users.
Owner:ZTE CORP

PET (Positron Emission Tomography) annular detection imaging system based on scintillation fibers

The invention belongs to the technical field of electron emission imaging, and discloses a PET (Positron Emission Tomography) annular detection imaging system based on scintillation fibers. The systemcomprises a plurality of detector modules which are sequentially connected along a central axis, wherein each of the detector modules consists of a scintillation fiber unit and a photosensor unit; the photosensor units are symmetrically arranged at two ends of the integral scintillation fiber unit; a plurality of photosensors are arranged on the photosensor unit at each end; and each photosensoris respectively correspondingly coupled with a plurality of scintillation fibers in the scintillation fiber unit. According to the system, the error influence caused by energy attenuation on positioning is effectively reduced, the reaction positions of the scintillation optical fibers are easily judged, missed detection cannot be caused due to splicing of a plurality of the detector modules, and detection information is more accurate and comprehensive, so that the PET annular detection imaging system has the characteristics of high efficiency, high sensitivity, high imaging resolution and morecompact devices.
Owner:HUAZHONG UNIV OF SCI & TECH +1

Preparing system and method of PMMA light-guide-stage transparent membranes

The invention discloses a preparing system of PMMA light-guide-stage transparent membranes. The preparing system comprises a washing device, a drying device, an extruding device, a polishing device, aconveying device, a relay type membrane surface dust removal device, a film pasting device, a first cutting device, a traction device, an edge cutting device, a second cutting device and a piece loading device which are sequentially arranged and further comprises negative-pressure chip sucking devices arranged on the discharging sides of the first cutting device, the edge cutting device and the second cutting device correspondingly. Squeezing rollers below a mouth die of the extruding device are a pair of flexible rollers. The relay type membrane surface dust removal device comprises an upperdust removal roller set and a lower dust removal roller set which are arranged on the two faces of the membranes. The negative-pressure chip sucking devices each comprise a plurality of negative-pressure chip sucking parts arranged on one face or two faces of a to-be-cut product. Ultra-thin and ultra-wide PMMA membranes can be produced, inner stress of prepared products is evenly distributed, andthus the products are not prone to being cracked. Meanwhile, the very small thickness tolerance (smaller than 1.5%) and extremely perfect optical quality can be obtained, and the defect that powderedscraps press the appearances of the products to be damaged is effectively overcome.
Owner:JIANGSU HANYANG NEW MATERIAL TECH

Safety elevator with face recognition function

The invention discloses a safety elevator with the face recognition function. The safety elevator comprises an elevator car. The elevator car comprises an elevator car body and an elevator car door. The portions, on the two sides of the elevator car door, of the elevator car body are each provided with a landing display device. Each landing display device is composed of a landing display screen, a floor selector and a maneuvering box. A face recognition device is arranged in the elevator car and composed of cameras and processors. The cameras are arranged in the landing display screens. A voice alarming device is further arranged on the portion, at the upper end of the elevator car door, of the elevator car body. The elevator can effectively recognize identities and not be guarded against by people, and therefore the safety of the elevator is greatly improved.
Owner:黄浩

Edible oil product color and luster, transparency and impurity detecting device

The invention belongs to the technical field of oil product detection, and discloses an edible oil product color and luster, transparency and impurity detecting device. The device comprises an oil product conveying unit, a backlight bright field detecting unit, a top light dark field detecting unit, a polarized light dark field detecting unit, a detection control and image processing unit and a color and luster and transparency detecting unit, wherein the backlight bright field detecting unit obtains backlight bright field detection image information, the top light dark field detecting unit obtains top light dark field detection image information, the polarized light dark field detecting unit obtains polarized light dark field detection image information, the detection control and image processing unit is connected with the oil product conveying unit and the detecting units, controls actions thereof and processes the obtained detection image information, and the color and luster and transparency detecting unit projects detection signal light from one side of an oil product to be detected through a backlight source, collects light emitted from the oil product to be detected, and analyzes the spectral intensity and feature. The oil product to be detected is conveyed to the detection units in sequence through the oil product conveying unit, and the polarization direction of polarization detection light is perpendicular to that of a polarization analyzer. The edible oil product color and luster, transparency and impurity detecting device is efficient and high in reliability.
Owner:武汉楚锐视觉检测科技有限公司

Fusion method and device for multi-source satellite aerosol optical thickness data

ActiveCN112819026ACapture comprehensiveSolve the problem of band switchingCharacter and pattern recognitionData setImage resolution
The invention discloses a fusion method and device for multi-source satellite aerosol optical thickness data. The method comprises the following steps: acquiring a data set of a stationary satellite in a first preset time period, and acquiring a data set of a polar orbit satellite in a second preset time period; preprocessing the aerosol optical thickness of the stationary satellite and the aerosol optical thickness of the polar orbit satellite in the acquired data set to obtain the aerosol optical thickness of the stationary satellite and the aerosol optical thickness of the polar orbit satellite in each geographic block in the same time period; and establishing a data fusion model, and performing data fusion on the preprocessed aerosol optical thickness of the stationary satellite and the aerosol optical thickness of the polar orbit satellite in each geographic block in the same time period by using the data fusion model. According to the method and the device, the polar orbit satellite and the stationary satellite are selected for data fusion, and the two satellites with different scanning orbits and different detector wavebands are used, so that the environmental information can be captured more comprehensively, and the problem of insufficient time and space resolution of single data is effectively solved.
Owner:3CLEAR SCI & TECH CO LTD

Shaver with novel rotatable cutter nets

The invention discloses a shaver with novel rotatable cutter nets. The shaver comprises a main body structure, a machine body assembly and a cutter head assembly, wherein the mounting foundation of the machine body assembly is a machine body housing and a gear box; the cutter head assembly is composed of a cutter head cover, a cutter body assembly and a cutter body supporting assembly; the cutterhead cover, the cutter body assembly and the cutter body supporting assembly are combined into a whole; and the cutter body assembly is attached to the cutter head cover through a fulcrum. According to the shaver, the inner ring cutter net and the outer ring cutter net can be arranged to rotate forwards or reversely, so that the beard can be more comprehensively captured, and then a better shavingeffect is achieved; and meanwhile, a plurality of beard inlet grooves are formed in the plurality of rings of cutter nets, so that the beard and the hair can be quickly removed.
Owner:王瑞

Social network feature dynamic extraction method based on vector compression and reconstruction

The invention discloses a social network feature dynamic extraction method based on vector compression and reconstruction. The method comprises the steps of (1) generating a training set; (2) constructing a deep semi-supervised auto-encoder network; (3) constructing a generative adversarial network; (4) training a network; and (5) completing dynamic feature extraction of the social network in thegenerative adversarial network. According to the method, the deep semi-supervised auto-encoder network is constructed and trained, high-order social network structure information can be better captured, and based on a dynamic feature extraction method of the generative adversarial network, the method has relatively short processing time and relatively high space utilization rate when being used for processing a large-scale social network.
Owner:XIDIAN UNIV

Deep learning-based ICU death risk evaluation system

The invention discloses a deep learning-based ICU death risk evaluation system, which comprises an ICU historical database, a first data preprocessing module, a second data preprocessing module and adeath risk evaluation module, wherein the ICU historical database stores a physical sign data set of a historical patient and the real final state of the historical patient; the first data preprocessing module extracts the physical sign data set of the historical patient in the ICU historical database and carries out preprocessing, training sample data are acquired, and the real final state of thepatient is extracted to give a label for the training sample data; the second data preprocessing module extracts physical sign data of a to-be-evaluated patient inputted by a man-machine interactionmodule and carries out preprocessing; and the death risk evaluation module is built based on a bidirectional supervision-type LSTM neural network. The training sample data and the label value are acquired from the first data preprocessing module for model training, the well-trained model is used to acquire the physical sign data of the to-be-evaluated patient from the second data preprocessing module for evaluation, and finally, the evaluation result is outputted through the man-machine interaction module.
Owner:XIAMEN UNIV

Facial expression capturing method, system and equipment

The invention discloses a facial expression capturing method, system and equipment, relates to the technical field of computer vision, and particularly relates to a method, system and equipment for acquiring facial action information in real time by utilizing a face detection technology, a key point detection technology and a facial action fitting technology and then displaying the facial action information through a deformation model. According to the facial expression capturing method, system and equipment, a rich deformation model is utilized, an advanced facial action fitting technology isadopted, and each subtle change of the face is captured to the maximum extent, and the operation efficiency is improved to the maximum extent.
Owner:BEIJING HUAJIE IMI TECH CO LTD

A method for flight track prediction

The invention discloses a flight track prediction method, which considers the meteorological environment where the flight is located, uses a convolutional neural network to extract meteorological features, uses a cyclic neural network to model the track features, and finally outputs a series of future flights Trajectory, specifically including track data preprocessing, meteorological feature extraction, definition of time series model, model compilation and training, track prediction. Through the technical scheme of the invention, the long-term trajectory of the flight can be accurately predicted in the actual environment.
Owner:BEIHANG UNIV

Multi-round dialogue generation method and system based on information enhancement

The invention provides a multi-round dialogue generation method and system based on information enhancement, and relates to the technical field of multi-round dialogue generation. The reply is generated through a pre-constructed multi-round dialogue model, the multi-round dialogue model comprises a multi-dimensional word level encoder, a speech level encoder and a decoder, and the reply generation process comprises the steps that multi-round dialogue historical information is acquired and preprocessed; the preprocessed multi-round dialogue historical information passes through a multi-dimensional word level encoder based on a multi-information embedding mechanism, and sentence vectors are obtained; inputting the sentence vector into an utterance level encoder to obtain an utterance level encoding vector; and decoding the utterance-level coding vector through a decoder to generate a reply. According to the method, context information is comprehensively captured through a multi-information embedding mechanism, and more relevant context information is generated to generate replies.
Owner:HEFEI UNIV OF TECH +1

Structure provided with multiple rings of annular shaver net bodies and capable of forwards rotating and reversely rotating

The invention discloses a structure provided with multiple rings of annular shaver net bodies and capable of forwards rotating and reversely rotating. The structure comprises a shaver net which is commonly constituted by the first shaver net body 1, the second shaver net body 2, the third shaver net body 3 and the multiple rings of shaver net bodies, the second shaver net body 2 is arranged in thefirst shaver net body 1, and the third shaver net body 3 is arranged in the second shaver net body 2; the first shaver net body 1, the second shaver net body 2, the third shaver net body 3 and the multiple rings of shaver net bodies forwards rotate or reversely rotate with a mounting shaft 5 as a symmetry point, and inner blades are arranged in the first shaver net body 1, the second shaver net body 2, the third shaver net body 3 and the multiple rings of shaver net bodies correspondingly; and a plurality of beard inlet grooves 4 are formed in the upper surfaces of the first shaver net body 1, the second shaver net body 2, the third shaver net body 3 and the multiple rings of shaver net bodies correspondingly. The arranged multiple rings of annular shaver net bodies and beard inlet grooves can forwards rotate and can also reversely rotate, thus the shaver net can actively capture beard, the shaving efficiency is higher, the structure is simple, and good using prospects are achieved.
Owner:王瑞

Multi-sound-path ultrasonic flow measuring pipe section body

The invention relates to a multi-sound-path ultrasonic flow measurement pipe section body and belongs to the technical field of ultrasonic flow measurement. According to the technical scheme, sensor mounting bases are arranged on a pipe section body, sensor mounting holes are formed in the sensor mounting bases, ultrasonic sensors are arranged in the sensor mounting holes, a plurality of upstreamside ultrasonic sensors and a plurality of downstream side ultrasonic sensors are matched with each other, ultrasonic waves are transmitted and received to form a plurality of ultrasonic measurement sound paths, a signal of each ultrasonic measurement sound path is processed, finally, a flow value in a pipe section body is obtained, and the number of the formed ultrasonic measurement sound paths is larger than or equal to the sum of the number of the ultrasonic sensors on the pipe section body. According to the invention, the number of the ultrasonic sensors is greatly reduced, and the improvement of the measurement precision is facilitated.
Owner:HUIZHONG INSTR

Vibration signal and neural network-based TBM disc cutter wear identification system

The invention discloses a vibration signal and neural network-based TBM disc cutter wear identification system, which comprises a vibration signal acquisition and processing subsystem and a neural network identification model, and is characterized in that the vibration signal acquisition and processing subsystem comprises a sensor module, a data acquisition module and a data processing output module which are connected in sequence; the sensor module is installed on the hob and used for obtaining hob rock breaking vibration signals and converting the vibration signals into piezoelectric signals. The data acquisition module acquires a piezoelectric signal at a set sampling frequency to obtain a time domain signal, and the data processing output module calculates the time domain signal by adopting a fast Fourier method to obtain a frequency domain signal and outputs frequency domain data; and the neural network identification model identifies the wear state of the single-blade disc cutter according to the frequency domain data. The recognition system has good stability and reliability, has good feature extraction and recognition capability, can comprehensively capture the features of the vibration frequency domain data, and achieves a good accuracy level.
Owner:SOUTHWEST JIAOTONG UNIV

Unsupervised pedestrian re-identification method based on online hierarchical clustering

The invention discloses an unsupervised pedestrian re-identification method based on online hierarchical clustering. Comprising the steps of collecting pedestrian sample pictures and forming a training set; inputting the training set into a pedestrian re-identification model and outputting features of all pedestrian sample pictures, performing online hierarchical clustering on the features of all the pedestrian sample pictures by using an online hierarchical clustering method, then generating a pseudo tag corresponding to the training set, performing training and iterative training on the pedestrian re-identification model according to the pseudo tag, and obtaining a trained pedestrian re-identification model; selecting a to-be-detected pedestrian picture and extracting features of the to-be-detected pedestrian picture; and calculating the cosine similarity between the features of the to-be-detected pedestrian images and the features of the remaining to-be-detected pedestrian images in the to-be-detected pedestrian data set, and according to a preset similarity threshold, retaining all to-be-detected pedestrian images higher than the preset similarity threshold to realize pedestrian re-identification. According to the invention, an unsupervised pedestrian re-identification task can be completed, and the accuracy is high.
Owner:GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD

ICU death risk assessment system based on deep learning

The invention discloses an ICU death risk assessment system based on deep learning, which includes: ICU historical database, which stores the historical patient's sign data set and the historical patient's real final state; the first data preprocessing module, which is obtained from the Extract the historical patient's sign data set from the ICU historical database and perform preprocessing to obtain training sample data, and simultaneously extract the real final state of the patient and assign a label to the training sample data; the second data preprocessing module, which is extracted by The human-computer interaction module enters and preprocesses the sign data of the patient to be evaluated; the death risk assessment module is constructed based on a two-way supervisory LSTM neural network; it acquires training sample data and labels from the first data preprocessing module Values ​​are used for model training, and the trained model is used to obtain the sign data of the patient to be evaluated from the second data preprocessing module for evaluation, and finally the evaluation result is output through the human-computer interaction module.
Owner:XIAMEN UNIV

Context-aware user modeling method and sequence recommendation method based on meta-path

The invention belongs to the field of user modeling and recommendation systems, and specifically relates to a meta-path-based context-aware user modeling method and a sequence recommendation method, aiming to solve the problem that the existing user modeling methods only consider the simple sequence relationship of user historical behavior, Complex user preferences cannot be captured; the accuracy of the existing recommendation system recommendations is not high, and the recommended content does not have diversity. The present invention acquires local interest representations based on the sequence of items accessed by users, obtains context-aware global interest representations by modeling heterogeneous networks, and combines local interest representations and global interest representations to obtain user comprehensive interest representations. Based on the user's comprehensive interest representation and the items to be predicted, the recommendation results are obtained through the recommendation model. The user modeling method of the present invention can more comprehensively capture user interests, and is beneficial to improving the accuracy of the recommendation system; the meta-path-based context-aware sequence recommendation method has high recommendation accuracy and more diverse recommendation contents.
Owner:INST OF AUTOMATION CHINESE ACAD OF SCI

An edible oil color transparency impurity detection device

The invention belongs to the technical field of oil product detection, and discloses an edible oil product color and luster, transparency and impurity detecting device. The device comprises an oil product conveying unit, a backlight bright field detecting unit, a top light dark field detecting unit, a polarized light dark field detecting unit, a detection control and image processing unit and a color and luster and transparency detecting unit, wherein the backlight bright field detecting unit obtains backlight bright field detection image information, the top light dark field detecting unit obtains top light dark field detection image information, the polarized light dark field detecting unit obtains polarized light dark field detection image information, the detection control and image processing unit is connected with the oil product conveying unit and the detecting units, controls actions thereof and processes the obtained detection image information, and the color and luster and transparency detecting unit projects detection signal light from one side of an oil product to be detected through a backlight source, collects light emitted from the oil product to be detected, and analyzes the spectral intensity and feature. The oil product to be detected is conveyed to the detection units in sequence through the oil product conveying unit, and the polarization direction of polarization detection light is perpendicular to that of a polarization analyzer. The edible oil product color and luster, transparency and impurity detecting device is efficient and high in reliability.
Owner:武汉楚锐视觉检测科技有限公司

Stone grinding and polishing machining device of water mist circulating dust removal

The invention relates to a stone grinding and polishing machining device of water mist circulating dust removal. The stone grinding and polishing machining device comprises a dust removal cabinet, a workbench, a dust suppression mechanism and a dust removal mechanism, wherein the dust suppression mechanism comprises a dust suppression pipeline arranged above the workbench, and a plurality of blowing through holes are formed in the dust suppression pipeline; dust air formed above the workbench is sucked into the dust removal chamber through the dust suction chamber, and the air subjected to dust removal treatment is conveyed into the dust suppression pipeline and blown to the workbench through the air blowing through holes; the airflow blown out of the dust suppression mechanism can blow generated dust to the dust suction chamber, the adhesive force between the airflow and the dust is improved, the airflow circularly flows, the escape rate of the dust is effectively reduced, and the dust removal rate is increased. According to the invention, the dust removal rate of superposition of the two dust removal mechanisms can reach 96.5% or above, the overall dust removal rate of the machining device for dust generated by grinding and polishing machining can reach 99.6% or above, and dust removal is remarkable.
Owner:惠安县辋川镇千绪广告设计部

Multifunctional endoscope for stomach detection

The invention discloses a multifunctional endoscope for stomach detection, and particularly relates to the field of stomach detection. The multifunctional endoscope comprises a connecting pipe, an outer ring is arranged at one end of the connecting pipe, a connecting ring is fixedly mounted at the other end of the connecting pipe, one end of the connecting ring is provided with a knob, and the outer surface of the knob is provided with a thread. According to the invention, the outer ring, a micro camera, an inner ring and a first connecting shaft are arranged, during use, the micro camera on the outer ring is turned on, the outer ring is in an unfolded state, the visual field of the micro camera is increased, therefore, the micro camera can capture the situation of the stomach more comprehensively, when the micro camera is in a working state, illumination at one end is turned on to work, after detection is completed, a first torsional spring on the connecting shaft can drive the outerring to be folded inwards, the micro camera on one side of the outer ring is buckled on the inner ring, the space is reduced, the endoscope can be conveniently taken out of the stomach, and meanwhilethe micro camera is protected to a certain degree.
Owner:衣桂荣
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