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41 results about "Structure comparison" patented technology

Automatic teller machine user face visibility judging system and method

The invention discloses an automatic teller machine user face visibility judging system and method. The system comprises a camera installed above a screen of an automatic teller machine and used for taking pictures of human faces outwards, a camera installed on the top of the automatic teller machine and used for taking pictures of an entrance of the automatic teller machine downwards, an analyzing module installed in a shell body of the automatic teller machine, and a monitoring center connected with the analyzing module through the network. According to the method, the fact whether the automatic teller machine is used by a person is judged by means of image outline structure comparison and pixel region comparison; when the fact that the automatic teller machine is used by a person is confirmed, the face and facial organs of the person are detected by a cascading AdaBoost detector in the area of another path of video center; the fact whether the face of the person is blocked is judged by means of an eye classifier and a mouth classifier which are based on a Gaussian kernel support vector machine (SVM); the result in a time window is analyzed to obtain a result; the analyzing module transmits the result to the monitoring center through a private network or a wide area network for timely warning and recording and archiving.
Owner:BEIJING BOOSTIV TECH

Source code equivalence verification device and source code equivalence verification method

When verifying rapidly the equivalence between source codes with respect to refactoring, the present invention performs two types of verification: verification based on structural comparison using structure graphs obtained by analyzing the source codes, and verification based on symbolic execution. If the structural comparison using the structure graphs can verify that the structures are identical with each other, then symbolic execution is not performed. Further, before the verification based on the structural comparison, the structure graphs of the source codes before and after refactoring are normalized on the basis of normalization information, which is defined for each refactoring pattern, and thereby adjusted so that the resulting structures are identical with each other when the refactoring is valid. Further, the structure graphs before and after the refactoring are subjected to abstraction before being subjected to symbolic execution for verification, thereby limiting locations to which symbolic execution is to be applied.
Owner:HITACHI LTD

L-alanine dehydrogenase mutant zymoprotein and preparation method thereof

The present invention discloses L-alanine dehydrogenase mutant zymoprotein and a preparation method thereof. According to a homologous sequence secondary structure comparison result, site-specific mutagenesis of 73th lysine near an L-alanine dehydrogenase activity center of Bacilluspseudofirmus into alanine through PCR is performed to construct a mutant expression vector, and prokaryotic expression and Ni-NTA affinity chromatography purification are performed to obtain a mutant enzyme K73A, wherein specific activity of the obtained mutant enzyme K73A is 202% of specific activity the wild type, and other enzymatic properties are not changed. In addition, a turnover number Kcat on a substrate L-alanine by the mutant zymoprotein is 376.7 min<-1> and is 2.0 times the turnover number Kcat of the wild type, a turnover number Kcat on beta-NAD<+> by the mutant zymoprotein is 290.1 min<-1> and is 2.1 times the turnover number Kcat of the wild type, and the mutant zymoprotein can be applicable for production processes of production of pyruvic acid, L / D-alanine, and the like through improvement biology methods.
Owner:HEBEI NORMAL UNIV

Structure comparison method and apparatus for databases

The invention discloses a structure comparison method for databases. The structure comparison method comprises the steps of obtaining database information of a first database and a second database; correspondingly reading data dictionary information of the first database and the second database according to the database information; and performing comparison on the data dictionary information of the first database and the data dictionary information of the second database to obtain structural difference information of the first database and the second database. The invention also discloses a structure comparison apparatus for the databases. The invention provides the structure difference comparison method, which is simple to operate, for the databases; and the specific structural difference information between two databases can be acquired through comparison.
Owner:ZTE CORP

Improved LDP-based human face identification method

The invention discloses an improved LDP-based human face identification method. The method comprises the following steps of converting a to-be-identified human face image into a grayscale image with the same size specification, and then cutting the grayscale image into sub-regions same in size; extracting improved LDP eigenvalues of all the sub-regions obtained by cutting the human face grayscale image by adopting an improved LDP method, obtaining improved LDP block images and performing block weighting by fusing structure comparison information; extracting improved LDP histogram features of the sub-regions according to weighted LDP eigenvalues of the sub-regions, and integrating the improved LDP histogram features into a whole body used for representing the human face image; performing the abovementioned processing on all human face images in a known human face library to obtain an integral improved LDP histogram feature of all human faces; extracting an improved LDP histogram eigenvector of the to-be-identified human face image, performing comparison with eigenvectors of all candidate images, calculating chi-square distances, and selecting the human face image with a minimum value as a matching human face. The method has the advantages of high calculation speed and good robustness, and increases success rate of human face identification.
Owner:NANJING UNIV OF SCI & TECH

Medicine for preventing and curing restenosis, and preparation method and using method thereof

The invention discloses a medicine for preventing and curing restenosis and a preparation method and a using method thereof. The effective components of the medicine include guaianese squiterpenes compounds P1, P2 and P3, wherein P1 is Zedoalactone B; P2 is a stereoisomer of P1; P3 is Zedoarondiol; and the effective components are extracted from Curcum lump powder by water bath, ultrafiltration separation, nanofiltration concentration, chromatographic purity analysis and nuclear magnetic resonance structure comparison. The using method of the medicine is to coat a carrying device with the medicine taking the compounds P1, P2 and P3 as the effective components. The medicine can prevent and cure restenosis, and compared with a conventional sirolimus-eluting stent, the medicine can inhibit the proliferation of vascular smooth muscle cells and inflammatory responses of vascular walls. Besides, the medicine can promote healing of vascular endothelial cells, avoids long-term thrombotic complications; and the dose is low, the cost is low and toxic or side effects are avoided.
Owner:XIYUAN HOSPITAL OF CHINA ACAD OF CHINESE MEDICAL SCI

Oblique sphere type all-directional mobile wheel and uses thereof

InactiveCN101323231AImplementation driveAchieve passive movementCastorsSkew angleDrive shaft
The invention relates to an oblique sphere type all-directional moving wheel and the applications thereof, aiming at solving the defects of comparatively complicated structure, bad obstacle-climbing capacity, low carrying capability, low flexibility and low stability of a plurality of universal wheels in the prior art; the moving wheel is composed of a ball wheel a and a ball wheel b; the ball wheel a and the ball wheel b are fixed on a driving shaft respectively by a driven shaft a and a driven shaft b; the two driven shafts constitute a skew angle in 45 degrees on the vertical surface of the driving shaft to form two skew spherical split-body structures. The applications of the oblique sphere type all-directional moving wheel mainly are: applied to a robot,, an all-directional wheel chair, and assembly and transporting facilities in an automatic assembly line as the universal moving wheels; and the all-directional moving wheel has the advantages of simple structure and flexible moving. Owing to the two skew spherical split-body structures, a continuous contact with a floor is realized; and the driving and passive movements of a wheel body are also realized at the same time. The structure is suitable for messier occasions and free of wheel interference and has strong carrying capability, thereby being easy to control and especially suitable to be used as the universal wheel of the moving platform of a robot.
Owner:SHENYANG INST OF AERONAUTICAL ENG

Methods and systems for three-dimensional visualization of deviation of volumetric structures with colored surface structures

Embodiments of the present disclosure are directed to methods and computer systems for converting datasets into three-dimensional (“3D”) mesh surface visualization, displaying the mesh surface on a computer display, comparing two three-dimensional mesh surface structures by blending two primary different primary colors to create a secondary color, and computing the distance between two three-dimensional mesh surface structures converted from two closely-matched datasets. For qualitative analysis, the system includes a three-dimensional structure comparison control engine that is configured to convert dataset with three-dimensional structure into three-dimensional surfaces with mesh surface visualization. The control engine is also configured to assign color and translucency value to the three-dimensional surface for the user to do qualitative comparison analysis. For quantitative analysis, the control engine is configured to compute the distance field between two closely-matched datasets.
Owner:SIEMENS HEALTHINEERS INT AG

Template-based multi-domain protein structure assembling method

ActiveCN107180164AImprove forecast progressTo achieve the effect of guiding assemblySpecial data processing applicationsMolecular structuresProtein structureTemplate based
The invention discloses a template-based multi-domain protein structure assembling method. The method comprises the steps of firstly, comparing domain proteins once by utilizing a protein structure comparison tool TM-align according to the structures of the domain proteins, and finding out an optimal template from a multi-domain protein database; secondly, obtaining a rotation and translation matrix by utilizing a Kabsch method, overlapping the domain proteins to the template, and performing translation and rotation operations on the domain proteins, thereby enabling a distance between the domain proteins to be equal to a minimum allowed distance; thirdly, performing adjustment by performing random translation and rotation on an assembled structure, and measuring the quality of the assembled structure by utilizing a conflict factor between the domain proteins, an interactive atom quantity and a moving range of the assembled structure relative to the template; and in an assembling process, assembling the adjacent domain proteins in sequence, fixing the assembled structures, and when all the structures are assembled, outputting a final assembling result. The template-based multi-domain protein structure assembling method provided by the invention is relatively high in prediction precision.
Owner:ZHEJIANG UNIV OF TECH

Source code equivalence verification device and source code equivalence verification method

When verifying rapidly the equivalence between source codes with respect to refactoring, the present invention performs two types of verification: verification based on structural comparison using structure graphs obtained by analyzing the source codes, and verification based on symbolic execution. If the structural comparison using the structure graphs can verify that the structures are identical with each other, then symbolic execution is not performed. Further, before the verification based on the structural comparison, the structure graphs of the source codes before and after refactoring are normalized on the basis of normalization information, which is defined for each refactoring pattern, and thereby adjusted so that the resulting structures are identical with each other when the refactoring is valid. Further, the structure graphs before and after the refactoring are subjected to abstraction before being subjected to symbolic execution for verification, thereby limiting locations to which symbolic execution is to be applied.
Owner:HITACHI LTD

Method for regulating thermal expansion by stress regulation based on strain glass phase transformation

InactiveCN103031429APrecise control of thermal expansion behaviorMeet the requirements of thermal expansion performanceIn situ transmission electron microscopyAlloy
The invention discloses a method for regulating thermal expansion by stress regulation based on strain glass phase transformation, and the method comprises the following steps of: first, selecting any alloy material having martensite phase transformation capable of causing volume expansion as mother alloy; second, performing defect doping in the mother alloy and then utilizing an in situ transmission electron microscopy to perform structure comparison and analysis on a high-temperature parent phase and low-temperature strain glass state so that the volume of similar-martensite divisions in the strain glass state is larger than that of the corresponding parent phase before phase transformation; and at last, applying different external forces to the strain glass alloy, and regulating the thermal expansion action of the strain glass alloy during temperature-rise period and temperature-fall period by changing the quantity and size of the similar-martensite divisions in the alloy. The method disclosed by the invention not only can artificially precisely regulate the thermal expansion action of the material at right time according to the actual needs to avoid thermal stress and thermal vibration that may be generated on precise devices but also can fully utilize the characteristics of the raw materials, such as performances of inherent high conductivity, high thermal conductivity and high mechanical strength of the alloy.
Owner:XI AN JIAOTONG UNIV

Protein structure comparison method based on contact graph

ActiveCN110120244AFast structure comparisonStructural alignment is accurateInstrumentsMolecular structuresDynamic planningThree-dimensional space
The invention provides a protein structure comparison method based on a contact graph. The method comprises the steps of firstly calculating contact graph information of two proteins according to three-dimensional structure information of two input to-be-compared proteins; then extracting peripheral contact information of each amino acid in the corresponding protein from a random protein contact graph; then according to the peripheral contact information of an amino acid residue, calculating a similar scoring matrix of the two proteins, wherein each element in the scoring matrix comes from similarity between the corresponding amino acids of different proteins; then according to the similar scoring matrix, acquiring comparison information of the two to-be-compared proteins by means of a dynamic planning algorithm; and finally, calculating the structure similarity score between the two to-be-compared proteins by means of a TM-score tool, and acquiring the comparison state of the proteinsin a three-dimensional space. The protein structure comparison method based on the contact graph has advantages of low calculating cost and high comparison precision.
Owner:深圳新锐基因科技有限公司

Table structure comparison method and device in database, computer equipment and storage medium

The invention discloses a table structure comparison method and device in a database, computer equipment and a storage medium. The database is a database based on a GoldenGate synchronization tool. The method comprises the following steps of: obtaining: synchronous table names recorded with synchronous tables and a list of database connection strings of the synchronous table names are obtained; and then, through the configuration information in the list and the preset upstream table information and downstream table information matching requirements, the judgment process of whether the upstream table and the downstream table are matched or not can be automatically completed, testing personnel do not need to purchase and detect, manpower resources are saved, and the detection efficiency is improved. According to the invention, the matching process of the upstream table and the downstream table is completed before data synchronization, so that the situation that data cannot be synchronized in the subsequent data synchronization process is reduced.
Owner:PING AN TECH (SHENZHEN) CO LTD

Calligraphy comparison method based on image binaryzation

The invention discloses a calligraphy comparison method based on image binaryzation. The method is characterized by comprising: 1, processing a calligraphy picture of a calligraphy practicer into a binaryzation picture by using an image binaryzation principle, and setting the binaryzation picture as a picture a; 2, processing the image of the copybook into a binary image by using an image binarization principle, and setting the binary image as an image b; 3, performing picture size processing on the picture a obtained through processing in the step 1 and the picture b obtained through processing in the step 2, and the sizes of the two pictures are adjusted to be consistent; 4, selecting a comparison direction, and judging to select emphasized Chinese character structure comparison or emphasized Chinese character stroke comparison; 5, displaying a comparison effect; and 6, providing reference suggestions for practicers to practice through deep learning. According to the calligraphy comparison method disclosed by the invention, the comparison result of images, characters or numbers given by the calligraphy comparison method is very visual, so that a practicer can know the differencebetween own fonts and copybooks conveniently, and reference suggestions for the practicer to practice calligraphy are given.
Owner:LINGNAN NORMAL UNIV

Image feature matching method used for image retrieval

The invention discloses an image feature matching method used for image retrieval, and belongs to the technical field of computers. By using the image feature matching method, an image is described from different types of four features including an image direction distribution feature, an image length distribution feature, image internal structure comparison feature distribution statistics and animage four-block gray feature; and finally image feature matching is performed by using a 7-dimensional eigenvector expression image feature. An algorithm solves the problems of large calculation amount, low efficiency and low accuracy of image matching in the prior art, greatly improves the image retrieval speed and performance, makes up for the limitation of a single feature, and can improve thematching accuracy.
Owner:南京烽火天地通信科技有限公司

Anchor windlass base structure optimization method

The invention relates to an anchor windlass base structure optimization method. The method is characterized by comprising the following steps: S1, establishing an anchor windlass base model; s2, carrying out finite element analysis; s3, carrying out topological optimization and analysis structure comparison; s4, creating an optimization model; and s5, performing comparative analysis. On the basisof mechanical analysis of an original base model, topological optimization is conducted on a base through software, different optimization parameters are set, space materials designed for the originalbase model are rearranged, and therefore a brand-new optimization structure is obtained, and mechanical property comparative analysis is conducted on the optimized base model and the original model;the result can be obtained through comparative analysis of the base structures before and after optimization; after optimization, the overall weight of the base is reduced by 5.78%, the maximum totaldisplacement is reduced by 0.174 mm, meanwhile, the strength, dynamic characteristics and vibration resistance of the base are improved, the mechanical property of the base is enhanced, and the economical efficiency and safety of base design are met.
Owner:JIANGSU UNIV OF SCI & TECH +1

Deep learning reasoning engine testing method based on differential evaluation

The invention discloses a deep learning reasoning engine test method based on differential evaluation. A model import check module, an intermediate representation acquisition module and a result evaluation module are included. In the model import checking module, whether the engine supports all operators and related parameters involved in the model is analyzed, and whether the structure of the model is kept consistent after the model is imported into the engine is judged in combination with an exception capture mechanism in the engine and model structure comparison before and after import. Inthe middle representation acquisition module, IR data acquisition paths provided by different compilers are arranged, engine information and corresponding acquisition instructions are packaged throughmanual processing, and a unified calling interface is generated. In the result evaluation module, a compiler list suitable for the differential test task is obtained and includes a compiler name anda corresponding model source, and an intermediate representation obtaining interface is called to obtain IR data.
Owner:深圳慕智科技有限公司

Positioning placement device suitable for columnar and spherical parts

The invention discloses a positioning placement device suitable for columnar and spherical parts. The positioning placement device comprises a baseplate frame, wherein foundation bolts are mounted at four corners of the baseplate frame in a penetrating manner; a group of rotating shafts are welded on the baseplate frame; the rotating shafts are in running fit with rotary bases; a group of bolt shafts are mounted at the outer edge of each rotary base in a penetrating manner and are in running fit with rollers; the rollers are in contact with the baseplate frame; an upright is welded with the upper part of each rotary base; a top frame is welded at the top of each upright; pin shaft rack are welded in two side positions of each top frame; the pin shaft racks are matched with rotating rollers through pin shafts; the rotating rollers are in running fit with the corresponding pin shafts; and a rotating shaft groove is formed in the bottom center of the each rotary base. The positioning placement device suitable for the columnar and spherical parts is simple in structure, low in production cost and reliable in positioning with the ground, can be used in group, meets the placement demands of the columnar parts, the spherical parts, and parts with conical faces, and satisfies the requirement for rotating the parts during detection.
Owner:芜湖挺优机电技术有限公司

Paper quality detection method, device and equipment

The embodiment of the invention provides a paper quality detection method, device and equipment. The method comprises the following steps: acquiring document data of a paper; if the extension name of the document data accords with a preset extension name format, comparing a document structure of the paper with a document structure in a preset template, and recording a structure comparison result; otherwise, the format of the output document data is abnormal; identifying a program code block in the document data, and recording a code block identification result; identifying hidden characters and / or special characters in the document data, and recording an abnormal character identification result; comparing format information in the document data with a format specified in a preset template, and recording a format comparison result; grammar errors and character errors in the document data are recognized, and wrong character recognition results are recorded. In this way, multi-dimensional detection can be carried out on the quality of the thesis, the thesis quality defects can be obtained more detailedly and accurately, and data support is provided for overall quality evaluation of the thesis.
Owner:沈阳哲航信息科技有限公司

Method for quickly verifying correct connection of FPGA interconnection lines

The invention relates to a method for quickly verifying correct connection of FPGA (Field Programmable Gate Array) interconnection lines, which is used for verifying correct connection of the interconnection lines by adopting topological structure comparison on the basis of a form verification thought. Specifically, from two aspects, firstly, in the initial stage of FPGA design, a perfect interconnection line specification is formulated, an interconnection resource generation tool is customized according to the specification, and an interconnection resource file is generated; and 2, in the chip design process, a hierarchical design method is adopted to perform rule naming on all INSTANCE, so that each SWB in the FPGA has a unique identifier, and after the circuit design is successful, a netlist analysis tool is developed to analyze and obtain interconnection resources of an actual circuit. And comparing the two interconnection resource files to find problems existing in the design andrealize verification of the connection correctness of the interconnection lines. According to the method provided by the invention, correct verification of FPGA interconnection line connection can bequickly completed, the coverage rate reaches up to 100%, and the design time is greatly shortened.
Owner:PEKING UNIV

Backing preventing lock body mechanism and touch type door lock

The invention provides a backing preventing lock body mechanism and a touch type door lock and mainly solves the problem that most of the structures of the existing door lock backing preventing mechanisms are complicated. The touch type door lock is characterized in that a lock shell comprises an inner cavity and an opening which communicate with each other; a lock tongue is arranged in the innercavity and linearly moves for unlocking or locking, and when the lock tongue is located at a locking position, the front end of the lock tongue extends out of the opening and is exposed out of the lock shell; a blocking component comprises a first position at which the blocking component is driven by a rotating core to carry out blocking fit with the lock tongue when the lock tongue is at the locking position and a second position at which the blocking component moves away from the motion path of the lock tongue; and an elastic resetting component is used for pushing the rotating core and driving the blocking component to move towards the second position. According to the lock body mechanism and the touch type door lock, provided by the invention, the backing of the lock tongue is prevented through the motion of the blocking component, the structure is simple, and the use is convenient; and moreover, the touch type door lock provided with the mechanism is further provided, unlocking can be carried out through press rather than rotating, the structure is compact, and the demand on door opening space is low.
Owner:许方情

Particle or powder material sample collection bucket

InactiveCN106185019AAvoid pollutionRealize confidentiality managementSealingNon-removalbe lids/coversEngineeringMoisture
The embodiment of the invention discloses a particle or powder material sample collection bucket. The particle or powder material sample collection bucket comprises a bucket body and a bucket lid. The bucket body and the bucket lid are hinged through hinges to ensure one-to-one correspondence of the bucket body and the bucket lid so that the situation that bucket lids of collection buckets of different samples are cross-used and the samples are contaminated can be avoided. An electronic lock or a code lock or a fingerprint lock is arranged between the bucket body and the bucket lid. The lock type is selected according to the actual needs, and thus confidential management of the samples is achieved, and unauthorized manual opening of the bucket lid for counterfeiting is avoided; and meanwhile the bucket lid cannot be freely opened, so that the moisture loss of the samples is prevented. The samples are collected through the sample collection bucket, the bucket can be reused, and the structure is relatively simple; and due to the fact that no packaging machine needs to be used, the particle or powder material sample collection bucket can be suitable for the dusty environment and is convenient to maintain.
Owner:HUNAN WANTONG TECH

Method for extracting BOM change data in change list

The invention discloses a method for extracting BOM change data from a change list. The method comprises the following steps of S1, defining original data needing to be compared; S2, converting a dataformat, and converting the tree structure into a comparable table structure; S3, performing structure comparison and attribute comparison on the table structure; and S4, persisting a comparison result into a database, and finally performing data entry display and analysis. According to the method, content classification entries are changed, so that signers can check the process conveniently in the signing process, and archives can check information conveniently.
Owner:XIAN FLIGHT SELF CONTROL INST OF AVIC

An L-shaped resistance arm vibration isolator without resonance peak and its damping module

The invention discloses a resonance-peak-free vibration isolator of an L-shaped resistance arm, and a damping module of the resonance-peak-free vibration isolator. The resonance-peak-free vibration isolator consists of a vibration damping module, the damping module and a connection module, wherein the vibration damping module comprises a hollow internal thread hexagon bolt, an internal thread sleeve and a main spring; the damping module comprises a waist-drum-shaped damping sleeve, a first L-shaped damper, a second L-shaped damper and a damping module buffering spring; and the connection module comprises an upper end cap, a fastening pressure plate, a lower cover cap with a cylindrical bulge, and a base. The damping module disclosed by the invention is simple in implementation structure. When the vibration isolator vertically vibrates, the two L-shaped dampers in the damping module are respectively in contact with two concave ports, so that stable damping force in vertical and horizontal directions can be provided, good centering and resetting effects on transverse vibration can be realized, and the resonance inhibiting effect is good. The damping module disclosed by the invention is simple in implementation structure, and has a good inhibiting effect on transverse resonance and longitudinal resonance.
Owner:GUANGDONG POLYTECHNIC NORMAL UNIV +1

A method for assembling multidomain protein structures based on interdomain residue contacts

A multi-domain protein structure assembly method based on residue contacts between domains, starting from the three-dimensional structure of each domain, using a structure comparison tool to score all multi-domain protein templates in the protein library, and select the template with the highest score for Assembly; an initial structure is then generated from the template, and a small region is randomly selected for rigid-body rotation and translation, resulting in a new full-length structure; secondly, the assembly is evaluated in terms of inter-domain residue contacts, template and inter-domain atomic conflict energies The quality of the structure, and accept the assembled structure according to the Monte Carlo criterion; finally, the structure with the lowest energy among the structures assembled by all templates is selected as the final structure. The invention provides a multi-domain protein structure assembly method based on inter-domain residue contacts with high prediction accuracy.
Owner:ZHEJIANG UNIV OF TECH

A kind of medicine for preventing and treating restenosis and its preparation and use method

The invention discloses a medicine for preventing and curing restenosis and a preparation method and a using method thereof. The effective components of the medicine include guaianese squiterpenes compounds P1, P2 and P3, wherein P1 is Zedoalactone B; P2 is a stereoisomer of P1; P3 is Zedoarondiol; and the effective components are extracted from Curcum lump powder by water bath, ultrafiltration separation, nanofiltration concentration, chromatographic purity analysis and nuclear magnetic resonance structure comparison. The using method of the medicine is to coat a carrying device with the medicine taking the compounds P1, P2 and P3 as the effective components. The medicine can prevent and cure restenosis, and compared with a conventional sirolimus-eluting stent, the medicine can inhibit the proliferation of vascular smooth muscle cells and inflammatory responses of vascular walls. Besides, the medicine can promote healing of vascular endothelial cells, avoids long-term thrombotic complications; and the dose is low, the cost is low and toxic or side effects are avoided.
Owner:XIYUAN HOSPITAL OF CHINA ACAD OF CHINESE MEDICAL SCI

Printed circuit board homogenization determination method and device

The invention provides a printed circuit board homogenization determination method and device. The method comprises the steps of obtaining PCB images of multiple PCBs; partitioning the PCB image intoblocks; acquiring RGB histogram, brightness, contrast and structure comparison information of the block; calculating a mean value, a variance and a covariance of the RGB histogram, the brightness, thecontrast ratio and the structure comparison information of the PCB image; marking a specified module in the PCB image, and recording position information of the specified module; for the PCB images with the same specified module, calculating the first similarity of every two PCB images; calculating the second similarity of the PCB images in pairs by using the position information of the specifiedmodule; and when it is determined that the first similarity is greater than a first preset threshold and the second similarity is greater than a second preset threshold, determining that the PCBs corresponding to the two PCB images are homogeneous products. The method can improve the efficiency and accuracy of identification and homogenization under the condition of low cost.
Owner:CHINA ACADEMY OF INFORMATION & COMM
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