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Music retrieval system based on audio fingerprint features

The invention belongs to the technical field of information retrieval, and particularly relates to a music retrieval system based on audio fingerprint features. The system is composed of a preprocessing module, a feature extraction module, a reverse index module and a fine matching module. The preprocessing module mainly carries out audio signal conversion, resampling and filtering; the feature extraction module is used for representing audio files, wherein the audio fingerprint features are adopted to select the most stable point from a frequency spectrum as the feature point through twice screening based on dynamic threshold values, and each feature is represented by a dot pair; according to the reverse index module, the features are used as key words, reverse indexes are built according to the features of a song library, and the index result is returned according to the number of the same key words; according to the fine matching module, the sequential relationship of the audio features is combined, an improved editing distance is adopted as the similarity of two feature sequences, and therefore the index result is optimized. The music retrieval system based on the audio fingerprint features is suitable for the retrieval of a large number of songs, and can particularly conduct effective retrieval on record inquiry segments.
Owner:FUDAN UNIV

Static calibration method for camera external parameters

The invention discloses a static calibration method for camera external parameters. The method comprises the following steps: S1, setting a plurality of marking points; S2, converting the actual GPS position of the mark point into an IMU coordinate system taking the IMU as an origin of coordinates to obtain a point P1; S3, converting P1 into a camera coordinate system taking a camera as an originof coordinates by rotating the translation transformation matrix to obtain P2; S4, the P2 is converted into an image coordinate system through an internal reference matrix of the camera device, and projection coordinates of the point on the image are obtained; s5, calculating a re-projection error according to the constructed re-projection error function; and S6, optimizing the rotation translation transformation matrix, and repeating the steps S3 to S5 until the re-projection error is lower than a specified threshold. According to the method, a loss function is constructed through GPS coordinates of mark points and pixel coordinates of the mark points in a camera device to finally obtain an Euclidean transformation relation between the GPS coordinates of the mark points and the pixel coordinates of the mark points, namely a rotation and translation transformation matrix. According to the method, the calibration of the external parameters of the camera can be completed in a static state without reconstructing collection equipment and a vehicle.
Owner:BEIJING MOMENTA TECH CO LTD

Composite insulator defect detection method

The invention discloses a composite insulator defect detection method. The method comprises the following steps: T1, acquiring an infrared image of a composite insulator string by using an infrared instrument; T2, reading the maximum temperature value of each composite insulator in the composite insulator string through the infrared image, wherein i belongs to (1, n), and n is the number of the composite insulators in the composite insulator string; T3, solving a corresponding curved surface score Ki according to the maximum temperature value of each composite insulator, wherein S is the area of the side surface of the single composite insulator umbrella skirt sheath; T4, obtaining the difference value [delta]Ti of the corresponding curved surface fractions of every two adjacent composite insulators, wherein [delta]Ti=Ki+1-Ki; and T5, judging whether defects exist in the composite insulator string or not according to the absolute values of all [delta]Ti and / or the positive and negative values of all [delta]Ti. According to the method, the curved surface integral technology is utilized, the temperature detected by infrared is integrated along the side surface of the composite insulator, and the integral result of the degraded composite insulator is greatly increased compared with the integral result of a normal insulator.
Owner:CHENGDU POWER SUPPLY COMPANY OF STATE GRID SICHUAN ELECTRIC POWER

Parallel Synthesis Method and System for Integrated Circuit Design

The invention relates to the field of integrated circuit design and discloses a parallel integration method and system for integrated circuit design. The parallel integration method comprises the steps of: simultaneously generating a plurality of functional equivalent subgraphs of specific-mode subgraphs in an original CDFG (Control Data Flow Graph) by using the parallel processing capability in a computer technology, combining the functional equivalent subgraphs of each specific-mode subgraph into a plurality of CDFGs, carrying out parallel treatment and optimization on the plurality of CDFGs, simultaneously generating a plurality of low-level hardware circuits, and finally, selecting and determining the low-level hardware circuit with the optimal performance for one time. And therefore, the integration time required by the plurality of CDFGs is only one cycle time of the traditional integration flow, the time required for integration is greatly shortened, and in addition, as the combination of all the functional equivalent subgraphs is structured into a special CDFG to be optimized independently, the optimal circuit finally determined through parallel integration via parallel search is the optimal result which can be found out in all solution spaces.
Owner:SHANGHAI ANLOGIC INFOTECH CO LTD

Implementation method and device of code hosting warehouse based on block chain and medium

PendingCN112764804AReduce static errorsReduce the problem of being written into malicious codeVersion controlDigital data authenticationProgramming languageUser input
The invention discloses an implementation method and device for a code hosting warehouse based on a block chain and a medium, and aims to solve the technical problems that an existing code warehouse is easy to fail to lose data and is easy to insert malicious codes during deployment. The method comprises the steps of obtaining preset block chain information uploaded by a first user, and creating a block chain based on the preset block chain information; deploying a code developer as a second user on the block chain node; receiving a smart contract code input by a first user and writing the smart contract code into the block chain; uploading the smart contract code to a second user through the block chain node; when a modification code input by a second user is received, brining the modification code automatically into the smart contract code, and verifying whether the modification code accords with the agreement of the smart contract code; and when the agreement is met, writing the modification code into the block chain. By means of the method, distributed storage of the codes is achieved, and the problems of code static errors, malicious code writing and the like are avoided.
Owner:浪潮云洲工业互联网有限公司

E-commerce platform potential customer recommendation method and system based on comprehensive similarity

The invention relates to an e-commerce platform potential customer recommendation method and system based on comprehensive similarity. The method comprises the following steps: selecting a motif, finding out all instances of the motif, constructing a high-order adjacency matrix of customers, then obtaining a customer sequence, obtaining representation vectors of the customers, and further calculating the contact closeness between the customers; calculating the similarity between the features carried by the clients; weighting the connection closeness and the characteristic similarity to obtain the comprehensive similarity of the clients, and further obtaining a KNN graph; selecting the customers with the highest core from the customers which are not distributed with the groups as core customers; taking the selected core customer as an initial group, and sequentially adding the customer which enables the group fitness function increment to be maximum in group neighbor customers into the group; and core customer selection and group expansion are repeated until all customers in the customer network of the e-commerce platform belong to the groups. According to the invention, the group existing in the e-commerce platform client network can be effectively mined, and the commodity which is purchased most frequently is recommended for the group.
Owner:FUZHOU UNIV
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