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107 results about "Edge tracking" patented technology

Unmanned aerial vehicle tracking method based on twin neural network and attention model

The invention relates to the technical field of image processing, in particular to an unmanned aerial vehicle tracking method based on a twin neural network and an attention mechanism, which is applied to continuously tracking a visual single-target unmanned aerial vehicle. According to the method, weight redistribution of channel attention and space attention is realized by using two attention mechanisms, and the representation capability of the model on an unmanned aerial vehicle target appearance model is enhanced by using an attention model for template branches of a twin network; and search images are preprocessed in a multi-scale zooming mode, response graph calculations are separately carried out, inverse transformation of scale changes of the unmanned aerial vehicle in a picture issimulated in the mode, search factors capable of generating larger response values serve as scale inverse transformation of the unmanned aerial vehicle so as to correct the size of a frame used for marking a target, and the transverse-longitudinal proportion of the frame is not changed. According to the method, the tracking precision of 0.513 is obtained through testing (the average coincidence rate is used as a quantization precision standard), and compared with other leading-edge tracking methods, the method has the advantage that the performance is obviously improved.
Owner:UNIV OF ELECTRONIC SCI & TECH OF CHINA

Method for quickly extracting building three-dimensional outline information in onboard LiDAR (light detection and ranging) data

The invention discloses a novel method for extracting building three-dimensional outline information by utilizing a stripe division method to quickly filter onboard LiDAR (light detection and ranging) point cloud data, and based on a random sampling consistency model. In the method, in allusion to high precision of the onboard LiDAR data per se, the mass onboard LiDAR point cloud data is directly processed; the method comprises the steps as follows: firstly performing classification filtering on the onboard LiDAR three-dimensional point cloud data through two-time stripe division in X direction and Y direction, so as to distinguish ground points from non-ground points; then performing triangulation on the non-ground three-dimensional point cloud data, and dividing building roof surface patches through the combination with the classification result, extracting LiDAR point sets contained in each building, and then, obtaining a edge point set of each building through edge tracking; and finally, using the random sampling consistency model to extract building edge straight lines from the edge point sets and form a building outline characteristic curve, so as to meet working requirements of digital city three-dimensional modeling and the like.
Owner:李慧盈 +2

Unmanned aerial vehicle visual detection method for high-voltage line insulators

The invention discloses an unmanned aerial vehicle visual detection method for high-voltage line insulators. The method comprises the following steps of: obtaining a high-voltage line insulator image; converting the high-voltage line insulator image from an RGB model to an HSV model; detecting a brightness component of the HSV model by adoption of a cross gradient search method, and obtaining a direction gradient and a spatial brightness similarity so as to generate a foreground image; carrying out connected domain segmentation on the foreground image by adoption of a 8-neighborhood connected domain segmentation method so as to obtain an insulator connected domain image; carrying out edge extraction on the insulation connected domain image by adoption of an LOG operator so as to obtain edge information of the image; carrying out 8-neighborhood edge classification on an image edge point by adoption of a 8-neighborhood edge tracking method; for pixel class groups obtained through the 8-neighborhood edge classification, carrying out edge linear detection on the groups, and displaying a recognized insulator profile. According to the method, complete insulator connected domain images can be obtained, so that the insulation recognition correctness is effectively improved, the operation speed is effectively improved and the calculation complexity is reduced.
Owner:CHANGAN UNIV

Palm print image acquisition device and palm print image positioning and segmenting method

The invention provides a palm print image acquisition device and a palm print image positioning and segmenting method. The method comprises the following steps that a trapezoidal marker serves as a template, palm print images are rapidly matched through the image processing algorithm, and a local image required for positioning is found; the optimal threshold value of the local image is worked out, thresholding is conducted on the local image, the local image is converted into a binary image, and the palm contour line of the local image is detected through the eight neighborhood edge tracking algorithm; two contour feature points on the palm contour line are extracted; the connecting line of the two contour feature points serves as the Y axis, the center point of the connecting line serves as O, the perpendicular line of the connecting line serves as the X axis, a reference coordinate system XOY is built, a square box with the fixed size is selected from the position which is parallel to the Y axis and has a fixed distance from the Y axis in the reference coordinate system XOY, the square box servers a template, and a central sub-image is separated from the corresponding position in the original palm print image; normalization is conducted on the central sub-image.
Owner:佛山市瑞德物联科技有限公司

Visual identification-based precise shaft size measurement method, apparatus and system

The invention particularly discloses a visual identification-based precise shaft size measurement method, apparatus and system. The method comprises the steps of establishing a mapping relationship between a pixel size and an actual spatial geometric size of a to-be-measured precise shaft; obtaining multiple to-be-spliced precise shaft images; building a conversion model between a reference imageand the to-be-spliced images to perform conversion; based on CS and NSST algorithm combination, performing splicing on the converted to-be-spliced images, and performing fusion to form a whole image of the to-be-measured precise shaft; and for the fused whole image, performing pixel level edge tracking and preliminary locating by using a multilevel filtered interested edge detection method firstly, then based on Sobel operator and least square curve fitting combination, obtaining sub-pixel-precision edges, and according to the detected edges and the mapping relationship, calculating the spatial geometric size of the to-be-measured precise shaft. According to the method, the apparatus and the system, the image splicing data processing amount is effectively reduced; the detection efficiencyis improved; and real-time online detection can be performed.
Owner:EAST CHINA JIAOTONG UNIVERSITY

Laser production technology for radio frequency identification antenna capable of easily discharging waste

ActiveCN105789869ASolve the problem of waste dischargeGood waste discharge effectRadiating elements structural formsLaser beam welding apparatusAntenna designTime transformation
The invention discloses a laser production technology for a radio frequency identification antenna capable of easily discharging waste. In the laser production technology for the radio frequency identification antenna, changes of positions and dimensions of positioning marks at two sides of a radio frequency antenna substrate in X and Y directions are detected; real-time transformation is carried out on the shape, the dimension, the position and the angle of an engraved pattern through an adaptive algorithm according to the materials, the thicknesses, the composite temperatures, the environment temperatures and the humidities of a used metal film and the antenna substrate and the antenna design pattern and composition condition; meanwhile, laser engraving is compensated according to the monitored working temperature in a laser scanning system; and the influence of a temperature drift of the laser scanning system on the dimension and the position of the engraved pattern is reduced, so that the error of the system for overlapping positioning of the engraved pattern and a printed pattern is controlled within 20 microns or to be smaller than 1/2 laser spot size; the waste discharge technology is relatively easy to implement; the key problems of pattern positioning and edge tracking in the industrial process of the laser production technology for the radio frequency identification antenna are solved; and the industrialization process of the laser antenna production technology is pushed.
Owner:SUZHOU ZUENS IOT TECH CO LTD

Method for determining complex geologic structure in two-dimensional space

ActiveCN103245972AAccurate structural formImprove forecast accuracySeismic signal processingHorizontal distributionSalt dome
The invention provides a method for determining a complex geologic structure in a two-dimensional space according to seismic data and stratum geological data in petroleum and natural gas exploration. The method comprises the following steps: first, processing the seismic data to obtain overlaid seismic data, so as to determine horizontal distribution of an objective formation and the distribution of faults penetrating the objective formation; then determining fault shapes and contact positions between the faults and the stratum; performing fitting and interpolation on layer data, followed by connection point and undirected edge tracking so as to build a geological model undirected graph; allowing the undirected graph to be subjected to traversal processing according to a depth-first search algorithm to finally obtain a topological structure; and finally, performing traversal tracking for obtaining an inversion result. According to the invention, the method can correctly depict the characteristics of geologic structures including ordinary faults, reverse faults and the like, and depict special geologic bodies such as salt domes and lenses, and the practical geologic structures being subjected to geologic movements, such as extrusion, tension and cutting, and can accurately recognize complex structural hydrocarbon reservoir.
Owner:BC P INC CHINA NAT PETROLEUM CORP +1

High-precision visual measurement method, device and system based on bionic algorithm

The invention provides a high-precision visual measurement method, device and system based on a bionic algorithm. The method comprises the following steps: establishing a mapping relation between a pixel size and an actual spatial geometric size of a to-be-measured object; Obtaining low-resolution images of the plurality of to-be-measured objects; Carrying out super-resolution reconstruction through a super-resolution algorithm based on a residual network; For the reconstructed image, extracting edge points by using a Canny edge detection operator, extracting corner points by using Hilbert transform, and carrying out edge tracking by using the edge points and the corner points as heuristic information through a fruit fly algorithm; And finally, obtaining a single-pixel edge by utilizing arelated mechanism, and calculating the spatial geometric dimension of the to-be-measured object. The device comprises a mapping module, an image acquisition module, a reconstruction module, an edge coarse detection module, a fruit fly detection module and a calculation module. The system comprises an objective table, a CCD camera, a two-dimensional workbench and the like. According to the invention, the field of view of single imaging is effectively expanded, the measurement cost is reduced, and the detection efficiency is improved.
Owner:EAST CHINA JIAOTONG UNIVERSITY

Extraction method for mobile terminal palm print region of interest based on complex scene

The invention provides an extraction method for a mobile terminal palm print region of interest based on a complex scene. According to the method, taking a palm print image photographed by a camera of a mobile terminal as a to-be-identified image and obtaining a Cr channel component in a YCbCr image in the to-be-identified image; carrying out palm segmentation on the Cr channel component through utilization of an OTSU threshold method, thereby obtaining a binarized image; carrying out palm outline extraction on the binarized image through utilization of a Suzuki edge tracking method, thereby obtaining a palm outline image; and searching a convex hull formed by naturally stretching fingers in the palm outline image through a Sklansky convex hull search method and extracting a region of interest in the to-be-identified image through utilization of the convex hull. According to the method, dynamic thresholding is carried out by selecting the Cr channel component, and the influence of illumination on image segmentation is removed. The complete palm outline image can be extracted through the Suzuki method. The palm image segmentation can be effectively finished through utilization of the Sklansky convex hull search method and the region of interest is extracted. The extraction effect of the palm print region of interest is good and the accuracy is high.
Owner:BEIJING JIAOTONG UNIV

Method for three-dimensional reconstruction of defected part of tip of aeroengine compressor blade

The invention discloses a method for the three-dimensional reconstruction of a defected part of the tip of an aeroengine compressor blade, and the method comprises the steps: 1), carrying out the preprocessing and clamping of the blade, removing an oxidation layer of a defected blade, clamping the blade, and enabling the to-be-welded cross section of the blade to be parallel to a horizontal plane; 2), carrying out image collection, building a three-eye stereoscopic vision measurement system, obtaining a three-dimensional gray scale image of the blade, and obtaining an edge image through edge detection; 3), calibrating a camera, completing the three-dimensional calibration of a vision system, and obtaining the conversion relation between camera image coordinates and the world coordinate system; (4), carrying out feature extraction, and obtaining the information of feature points from the edge image in a mode of combining edge tracking and feature point extraction; 5), stereo matching: carrying out the matching of the calibrated vision system, constructing a three-dimensional coordinate system of the blade, and obtaining a three-dimensional edge structure of the blade; 6), carrying out curved surface intersection and extension; 7), carrying out the three-dimensional molding of the defected part, carrying out fitting and reconstruction, and obtaining the structural data of the defected part of the blade.
Owner:HEBEI UNIV OF TECH

Method for coating thickness measurement based on optical coherence tomography imaging technique and application thereof

InactiveCN110196021ARealize non-destructive automatic inspectionQuick measurementUsing optical meansPrinted circuit boardFilm coating
The invention discloses a method for coating thickness measurement based on optical coherence tomography imaging technique and application thereof. The method comprises the steps of: constructing an optical coherence tomography imaging (OCT) test system; scanning a depth direction and a two-dimensional cross section of the surface of a sample material by using the OCT system and acquiring a three-dimensional scanning image of a measured object; and after denoising processing on the obtained three-dimensional scanning image, carrying out conversion to obtain binary image, carrying out segmentation to obtain an upper boundary and a lower boundary of a coating based on an edge tracking method, and calculating the thickness of the coating. With the disclosed method, the non-destructive automatic detection of the coating is realized; and the rapid, accurate, and wide-range measurement of the thickness of the coating can be realized. The method can be applied to measure the thicknesses of film coatings including tri-proof paint on the surface of a printed circuit board, a pigmented polymer coating, a porcelain protective coating, a plasma sprayed ceramic body, a biodegradable composite coating, a varnish coating, and a transparent or translucent tablet film coating.
Owner:SUZHOU UNIV

Augmented reality technology Implementation method based on physical detection and tracking algorithm

The invention discloses an augmented reality technology Implementation method based on physical detection and tracking algorithm. The method comprises the following steps that a local marker file is generated, an augmented reality system is initialized, an image of a real scene is acquired, the edge of the image is extracted and optimized, template match is conducted on the edge of the image, and if the matching succeeds, a decision window in the region is generated, a position matrix corresponding to the template is imported, the position matrix is conducted to fine adjust and amend, the special effect of the augmented reality is rendered according to the amended position matrix, corners are extracted in the decision window, appropriate tracking algorithms are chosen according to the number of the corners, If the number of the corners is larger than the threshold value, the system enters the feature point tracking algorithm. If the number of the corners is smaller than the threshold value, the system enters the edge tracking algorithm, animation effects of the augmented reality are updated according to the tracking algorithms, different tracking algorithms are adopted according to the number of the corners, then the detection and tracking for three-dimensional physicals are achieved when rich feature points do not exist or without feature points.
Owner:成都弥知科技有限公司

Local three-dimensional maximum inter-class variance segmentation method of three-dimensional CT image

ActiveCN107742297AImprove noise immunityAddressing the impact of computing global thresholdsImage enhancementImage analysisThree dimensional ctContinuation
The present invention discloses a local three-dimensional maximum inter-class variance segmentation method of a three-dimensional CT image, and belongs to the field of image segmentation, in order tosolve difficult segmentation and mis-segmentation problems caused by a non-uniform gray phenomenon of a CT image. The method mainly comprises the following steps: (1) initializing the size of the statistics calculation window, the weight template and the size of the three-dimensional local space, and carrying out continuation processing on the original image; (2) using the one-dimensional maximuminter-class variance segmentation algorithm and the edge tracking algorithm to extract the target contour of each layer of the image, and then using the morphological dilation method to obtain the marker image of the edge transition region; and (3) according to the pixel gray level, the weighted average of the neighborhood, and the weighted median of the neighborhood, calculating the three-dimensional histogram of each three-dimensional local space, and constructing a lookup table by using a recursive method to obtain the optimal segmentation threshold. Compared with the prior art, the methodprovided by the present invention has advantages that a three-dimensional CT image with uneven grayscale can be segmented and the time complexity is O(L3).
Owner:NORTHWESTERN POLYTECHNICAL UNIV
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