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549 results about "Surface reconstruction" patented technology

Surface reconstruction refers to the process by which atoms at the surface of a crystal assume a different structure than that of the bulk. Surface reconstructions are important in that they help in the understanding of surface chemistry for various materials, especially in the case where another material is adsorbed onto the surface.

Solar cell

The present invention provides a thin film amorphous silicon-crystalline silicon back heterojunction and back surface field device configuration for a heterojunction solar cell. The configuration is attained by the formation of heterojunctions on the back surface of crystalline silicon at low temperatures. Low temperature fabrication allows for the application of low resolution lithography and / or shadow masking processes to produce the structures. The heterojunctions and interface passivation can be formed through a variety of material compositions and deposition processes, including appropriate surface restructing techniques. The configuration achieves separation of optimization requirements for light absorption and carrier generation at the front surface on which the light is incident, and in the bulk, and charge carrier collection at the back of the device. The shadowing losses are eliminated by positioning the electrical contacts at the back thereby removing them from the path of the incident light. Back contacts need optimization only for maximum charge carrier collection without bothering about shading losses. A range of elements / alloys may be used to effect band-bending. All of the above features result in a very high efficiency solar cell. The open circuit voltage of the back heterojunction device is higher than that of an all-crystalline device. The solar cell configurations are equally amenable to crystalline silicon wafer absorber as well as thin silicon layers formed by using a variety of fabrication processes. The configurations can be used for radiovoltaic and electron-voltaic energy conversion devices.
Owner:KHERANI NAZIR P +1

Physically reconfigurable input and output systems and methods

Systems and methods for altering the shape of a reconfigurable surface area are presented. The present systems and methods facilitate efficient and effective interaction with a device or system. In one embodiment, a surface reconfiguration system includes a flexible surface; an elevation unit that creates alterations in the contours of the surface; and an elevation control component that controls adjustments to the elevation unit. Thus, the surface of the device is reconfigurable based on system, application, mode, and / or user needs. Accordingly, the surface can be used to provide input and output functionality. The surface can include touch detection functionality for added input functionality.
Owner:PANASONIC OF NORTH AMERICA

System and method for 3D measurement and surface reconstruction

A system and method for measuring and surface reconstruction of a 3D image of an object comprises a projector arranged to project a pattern onto a surface of an object to be imaged; and a processor stage arranged to examine distortion or distortions produced in the pattern by the surface. The processor stage is arranged to convert by, for example, a triangulation process the distortion or distortions produced in the pattern by the surface to a distance representation representative of the shape of the surface. The processor stage is also arranged to reconstruct electronically the surface shape of the object.
Owner:CITY UNIVERSITY OF HONG KONG

Contact network three-dimensional reconstruction method based on SIFT and LBP point cloud registration

The invention provides a contact network three-dimensional reconstruction method based on SIFT and LBP point cloud registration. The method comprises the first step of obtaining initial three-dimensional point cloud data of the environment where parts of a contact network to be reconstructed are located through motion-sensing peripheral Kinect for Windows, and conducting denoising, simplifying, partitioning clustering, fusing and other preprocessing operations on the initial three-dimensional point cloud data to obtain single-view-angle point cloud data of the parts of the contact network to be reconstructed, the second step of extracting key points through an SIFT algorithm, constructing description vectors of the key points by means of LBP features of uniform patterns and determining the corresponding relations between the key points in different point clouds according to the distances between the vectors, the third step of completing point cloud registration through a rough registration method and an ICP fine registration method and obtaining the complete three-dimensional point cloud data of the parts of the contact network to be reconstructed, and the fourth step of completing three-dimensional reconstruction through the Poisson surface reconstruction method and obtaining a three-dimensional model. According to the method, the key factor is point cloud registration which is the key step influencing the three-dimensional reconstruction speed; the description vectors of the key points are constructed by means of the LBP features of the uniform patterns, so that vector dimensions are reduced, the matching speed of the corresponding relations is increased, registration is accelerated, and the three-dimensional reconstruction speed is increased.
Owner:SOUTHWEST JIAOTONG UNIV

Physical three-dimensional model automatic modeling method

The present invention discloses a physical three-dimensional model automatic modeling method which comprises the following steps of (1) collecting a turntable point cloud and a modeling object point cloud, and carrying out real-time registration to obtain a mixed point cloud of an object and a turntable, (2) carrying out point cloud pretreatment to obtain the surface point cloud of a model object with a bottom surface point, (3) carrying out surface reconstruction to obtain the three-dimensional surface model of the object, (4) carrying out model simplification treatment on the three-dimensional surface model, and establishing the three-dimensional simplified surface model of the object, (5) carrying out texture mapping on the three-dimensional simplified surface model, and (6) carrying out model rendering on the three-dimensional model which is subjected to texture mapping to generate a two-dimensional image. The method has the advantages that the system operation is stable and reliable, the automation is realized in the operation process, a rebuilding effect is good, and the application needs of different simulation scenes can be satisfied by a built multi-granularity three-dimensional model.
Owner:BEIHANG UNIV

Scattered point cloud Delaunay triangulation curved surface reconstruction method based on mapping method

InactiveCN103985155AQuality assuranceImplement triangular meshing3D modellingGraphicsPoint cloud
The invention relates to a scattered point cloud Delaunay triangulation curved surface reconstruction method based on a mapping method and belongs to the field of a computer graphics and virtual reality technology. The method specifically includes the first step of obtaining original point cloud data of a target, the second step of obtaining K-level neighborhoods and unit normal vectors of all points in the original point cloud data, the third step of fragmenting the point cloud data, the fourth step of parameterizing fragmented point clouds to a two-dimensional plane, the fifth step of conducting Delaunay triangulation on the point clouds in the two-dimensional plane and mapping the point clouds back to corresponding three-dimensional space, and the sixth step of optimizing an initial triangle mesh model. Compared with the prior art, the scattered point cloud Delaunay triangulation curved surface reconstruction method based on the mapping method has the advantages that the quality of a triangle mesh can be ensured and triangle meshing on the scattered point clouds can be quickly realized when mesh modeling is carried out on large-scale point cloud data, and the method has a better effect on large-scale point clouds.
Owner:BEIJING INSTITUTE OF TECHNOLOGYGY

Method and system for automatically optimizing quality of point cloud data

Disclosed is a method for automatically optimizing point cloud data quality, including the following steps of: acquiring initial point cloud data for a target to be reconstructed, to obtain an initial discrete point cloud; performing preliminary data cleaning on the obtained initial discrete point cloud to obtain a Locally Optimal Projection operator (LOP) sampling model; obtaining a Possion reconstruction point cloud model by using a Possion surface reconstruction method on the obtained initial discrete point cloud; performing iterative closest point algorithm registration on the obtained Possion reconstruction point cloud model and the obtained initial discrete point cloud; and for each point on a currently registered model, calculating a weight of a surrounding point within a certain radius distance region of a position corresponding to the point for the point on the obtained LOP sampling model, and comparing the weight with a threshold, to determine whether a region where the point is located requires repeated scanning. Further disclosed is a system for automatically optimizing point cloud data quality.
Owner:SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI

Surface reconstruction and registration with a Helmholtz reciprocal image pair

A method of image reconstruction comprising: obtaining a Helmholtz reciprocal pair of images of an object, the images comprising a first image and a corresponding reciprocal image; determining an imaging geometry associated with the obtaining; selecting a plurality of points in the first image and identifying corresponding candidate points in the corresponding reciprocal image; matching a selected point of the plurality of points and a candidate point of the corresponding candidate points. A method of image registration with an object comprising: obtaining a Helmholtz reciprocal pair of images of an object, the Helmholtz reciprocal pair of images comprising a first image and a corresponding reciprocal image; estimating a pose for the object; predicting an estimated image corresponding to the pose and one image of the reciprocal pair of images; comparing the estimated image with a corresponding actual image from the pair of images; and refining the estimating a pose based on the comparing.
Owner:GENERAL ELECTRIC CO

Three-dimensional reconstruction method and system capable of maintaining sharp features

The present invention discloses a three-dimensional reconstruction method and system capable of maintaining sharp features. The method includes the following steps that: 1) a two-dimensional image filtering method extended to a three-dimensional space is adopted to perform smoothing de-noising on inputted roughly-registered point cloud; 2) an improved region growth method is adopted to perform outlier removal on the smoothed roughly-registered point cloud; 3) a kd-tree (k-dimensional tree) acceleration-based ICP (iterative closest point) algorithm is adopted to perform precise registration on the outlier-removed roughly-registered point cloud; 4) a neighborhood search and boundary point detection-based fusion method is adopted to fuse the precisely-registered point cloud; and 5) a feature point detection and adaptive step size update-based method is adopted to perform surface reconstruction on the fused precisely-registered point cloud. The three-dimensional reconstruction system is composed of a point cloud preprocessing module, a point cloud combining module and a surface reconstruction module. The three-dimensional reconstruction system which is realized based on the method of the invention can maintain the sharp features of the edge of a reconstructed model, and therefore, reconstruction speed is considered with accuracy ensured.
Owner:SOUTH CHINA UNIV OF TECH

System and Method for Surface Reconstruction from an Unstructured Point Set

A method of modeling a surface from a plurality of geometry points representing an object generally includes binning the plurality of geometry points into an n-dimensional array of cells and associating a binary value with each cell; applying a dilation algorithm to the binned plurality of geometry points to output a dilated binary representation of the plurality of geometry points; applying an erosion algorithm to the dilated binary representation of the plurality of geometry points to output a segmented volume; and applying a surface construction algorithm to the segmented volume to form a surface model of the object.
Owner:ST JUDE MEDICAL ATRIAL FIBRILLATION DIV

Method for simultaneous hue phase-shifting and system for 3-d surface profilometry using the same

The present invention provides a method for simultaneous hue phase-shifting and a system for 3-D surface profilometry, wherein a single structured-light fringe pattern with encoded multiple trapezoidal color fringes is projected on an object so as to obtain a color image having deformed fringe patterns and then a hue information extracted from a HSI color model associated with the fringe pattern is transformed into a hue phase-shifting information for restructuring the 3-D surface profile of the object. Since the color structured light is composed of a plurality of colorful light having phase shifts with each other in spatial domain, the single structured-light pattern comprises multiple hue phase-shifting information so that the phase shifting and unwrapping can be performed by one-shot 3-D surface reconstruction process without needs of traditional conventional phase wrapping and Euler's transformation procedures such that the efficiency of phase shifting and 3-D surface measurement can be improved.
Owner:NAT TAIPEI UNIV OF TECH

Point cloud noise and outlier removal for image-based 3D reconstruction

Enhanced removing of noise and outliers from one or more point sets generated by image-based 3D reconstruction techniques is provided. In accordance with the disclosure, input images and corresponding depth maps can be used to remove pixels that are geometrically and / or photometrically inconsistent with the colored surface implied by the input images. This allows standard surface reconstruction methods (such as Poisson surface reconstruction) to perform less smoothing and thus achieve higher quality surfaces with more features. In some implementations, the enhanced point-cloud noise removal in accordance with the disclosure can include computing per-view depth maps, and detecting and removing noisy points and outliers from each per-view point cloud by checking if points are consistent with the surface implied by the other input views.
Owner:ETH ZURICH EIDGENOSSISCHE TECHN HOCHSCHULE ZURICH +1

SEM profile and surface reconstruction using multiple data sets

A highly accurate technique for inspecting semiconductor devices is described. The technique involves utilizing multiple sets of measurement data obtained by a scanning electron microscope (SEM) to determine the dimensional parameters of a semiconductor device. The SEM collects each set of data from a different angular orientation with respect to the device. The dimensional parameters of the semiconductor device are determined by analyzing the relationship between the SEM inspection angle and the collected data sets. Various configurations of an SEM can be used to implement this invention. For instance an electron beam inspection system of the present invention can have at least two sets of deflectors for guiding the electron beam, a swiveling specimen stage, and / or a set of detectors set about the specimen at different angular orientations.
Owner:KLA TENCOR TECH CORP

Method to reconstruct a surface from oriented 3-d points

A method for the problem of reconstructing a watertight surface defined by an implicit equation from a finite set of oriented points. As in other surface reconstruction approaches disctretizations of this continuous formulation reduce to the solution of sparse least-squares problems. Rather than forcing the implicit function to approximate the indicator function of the volume bounded by the surface, in the present formulation the implicit function is a smooth approximation of the signed distance function to the surface. Then solution thus introduced is a very simple hybrid FE / FD discretization, which together with an octree partitioning of space, and the Dual Marching Cubes algorithm produces accurate and adaptive meshes.
Owner:BROWN UNIVERSITY

Apparatus and method for radiance transfer sampling for augmented reality

Methods, systems, computer-readable media, and apparatuses for radiance transfer sampling for augmented reality are presented. In some embodiments, a method includes receiving at least one video frame of an environment. The method further includes generating a surface reconstruction of the environment. The method additionally includes projecting a plurality of rays within the surface reconstruction of the environment. Upon projecting a plurality of rays within the surface reconstruction of the environment, the method includes generating illumination data of the environment from the at least one video frame. The method also includes determining a subset of rays from the plurality of rays in the environment based on areas within the environment needing refinement. The method further includes rendering the virtual object over the video frames based on the plurality of rays excluding the subset of rays.
Owner:QUALCOMM INC

Large-scale thin-wall skin self-adapting equal wall-thickness milling system and processing method thereof

The invention discloses a large-scale thin-wall skin self-adapting equal wall-thickness milling system and a processing method thereof. The large-scale thin-wall skin self-adapting equal wall-thickness milling system comprises a contact probe, a contact probe signal receiver, a five-axes numerical control machine tool, a PC machine, a path measuring planner, a path measuring emulator, a curved surface reconstruction device, a thickness distribution fitter, a thickness compensation cutter track planner, a cutter track emulator and a supersonic wave thickness meter. In the invention, the surface morphology and thickness of a large-scale thin wall member can be respectively obtained through the contact probe and the supersonic wave thickness meter, an actual contour curved surface can be reconstructed by using a curved surface reconstruction device, then an actual thickness of the curved surface is calculated by using the thickness distribution fitter, the actual thickness and a theory thickness are compared through the thickness compensation planner, and then the thickness compensation cutter track can be obtained, so that purposes of higher automation degree and better processing precision can be reached.
Owner:TIANJIN AEROSPACE CHANGZHENG ROCKET MFGCO +2

Simple and high-efficient three-dimensional human body reconstruction method based on single Kinect

The invention discloses a simple and high-efficient three-dimensional human body reconstruction method based on a single Kinect. The three-dimensional human body reconstruction method comprises the following steps of 1) acquiring point cloud; 2) carrying out point cloud pretreatment; 3) carrying out local aligning; 4) carrying out global aligning; and 5) carrying out surface reconstruction. A user can easily realize three-dimensional human body modeling in a narrow space, such as a home room or an office room, and only a personal computer and a Kinect are needed. In order to make the human body modeling become rapid, accurate and convenient, the invention provides an effective whole body scanning data acquisition strategy. Through six angles, three frame scanning is performed for each angle so that the human body can be completely covered. Point cloud data processing captured by the Kinect includes two steps of the local aligning and the global aligning. The new three dimensional human body modeling method can be suitable for most of applications, such as digital measurement, a product design and on-line shopping.
Owner:SOUTH CHINA UNIV OF TECH

Plant leaf three-dimensional model geometric description and curved surface reconstruction method and system

InactiveCN101639946A3D modellingVeinEngineering
The invention discloses a plant leaf three-dimensional model geometric description and curved surface reconstruction system, and the system comprises a leaf framework representation and generation module which utilizes spline curves for representing main veins and profiles of edges of the leaf and further forming a framework structure of the leaf; a leaf curved surface meshing module which is usedfor meshing the part enclosed by the main veins and two profile lines in the framework structure of the leaf and further forming a mesh geometric curved surface of the leaf; and a leaf curved surfaceself-adaptive subdivision module which is used for carrying out smooth treatment on the mesh geometric curved surface of the leaf. The invention further discloses a plant leaf three-dimensional modelgeometric description and curved surface reconstruction method. The invention can use one same description method for generating the geometric shapes of a variety of plant leaves, and the establishedleaf module can not only be visually real, but also meet the needs on dynamic growth and certain physiological functions of the leaves.
Owner:BEIJING RES CENT FOR INFORMATION TECH & AGRI

Foot-type three-dimensional reconstruction and measurement method based on Kinect and binocular vision

A foot-type three-dimensional reconstruction and measurement method based on Kinect and binocular vision comprises the following steps of: the step S1, shooting a human body foot type from different angles, and obtaining a plurality of foot-type images and a plurality of foot-type depth images; the step S2, performing conversion from the depth images to three-dimensional coordinates; the step S3,performing feature matching of binocular images obtained from different directions, and obtaining three-dimensional coordinates of correct matching feature points through a binocular camera system; the step S4, solving an optimum rotation translation matrix by employing the correct matching feature points of the binocular images of different views through adoption of an ICP algorithm; the step S5,employing parameters obtained in the step S4 to perform point-to-point splicing of three-dimensional point cloud obtained by a Kinect sensor; and the step S6, performing surface reconstruction and rendering for the d three-dimensional point cloud splice in the step S5, obtaining a three-dimensional model of a foot, and performing measurement and extraction of feature parameters of the reconstructed foot model. The method provided by the invention is low in hardware cost, simple to operate, and accurate and rapid.
Owner:ZHEJIANG UNIV OF TECH

Human body organ three-dimensional surface rebuilding method and system

ActiveCN101249019AAccurate reconstructionConforms to smooth continuous propertiesDiagnosticsComputer-aided planning/modellingHuman bodyCell restriction
The invention discloses a method for reconstructing three-dimensional surface of human organs and a system thereof, aiming to solve the problems in the prior cavity surface reconstruction method, including rough reconstruction surface and inability to reconstruct surface of multi-furcate complex organ cavity. The method comprises the following steps of collecting spatial position information of a plurality of points on the surface of an organ; adding one or more restriction points containing spatial position information; constructing and solving a function according to the spatial position information at the sampling point and the restriction points; and performing isosurface extraction of all points with the same functional value of the sampling point to obtain a reconstructed surface of the organ. The inventive method and system can accurately reconstruct the surface model of multi-furcate complex organs, and can obtain smooth surface model, which nearly approaches to the geometry of the original cavity.
Owner:SHANGHAI MICROPORT EP MEDTECH CO LTD

Octree forest compression based three-dimensional voxel access method

ActiveCN104616345AReduce storage resource consumptionEfficient reading3D modellingAccess methodVoxel
The invention discloses an octree forest compression based three-dimensional voxel access method. The method comprises the steps of (1) uniformly dividing a voxel space according to the thickness, and creating an octree in each area; (2) performing dynamic construction and growth update for an octree forest according to each frame depth map and camera parameters; (3) quickly searching leaf data by the layered search method according to the constructed forest structure. According to the method, the octree forest sturctuer is utilized to effectively compress the consumption of a storage resource of space voxel data, and meanwhile, the data searching speed and the surface reconstruction precision can be ensured.
Owner:ZHEJIANG UNIV

Bilateral filtering de-noising method of point cloud data based on KDTree

The invention discloses a bilateral filtering de-noising method of point cloud data based on KDTree when a ground laser scanning technology is used to carry out measured object surface reconstruction. In a bilateral filtering algorithm, a scattered point cloud data point field is established through the KDTree so as to obtain a field point set of the data point. An inverse iteration method is used to calculate the field point so as to obtain a normal vector ni. A filtering function parameter and a filtering Gauss parameter are calculated so as to obtain a bilateral filtering power factor lambda. Finally, a new data point after the filtering can be obtained, wherein the new data point p'i=pi+ lambdani. The bilateral filtering method of the invention is used to filter the noise of the point cloud data. The method is simple and effective. An operation speed is fast. A characteristic can be maintained and simultaneously the noise can be removed. The method is suitable for processing the noise in a small scope.
Owner:ANHUI UNIVERSITY OF ARCHITECTURE

Binocular visual sense reconstruction method considering three-dimensional distortion

The invention discloses a binocular visual sense reconstruction method considering three-dimensional distortion, belonging to the computer visual sense measurement technology field. The binocular visual sense reconstruction method considering the three-dimensional distortion introduces a three-dimensional distortion correction function to perform compensation optimization on a visual sense reconstruction result and realizes three-dimensional high accuracy remodeling. The binocular visual sense reconstruction method considering the three-dimensional distortion adopts a traditional binocular visual sense reconstruction method to obtain a three-dimensional reconstruction initial values of measurement points, solves a three-dimensional distortion compensation value on the basis of a relative relation between a standard object and a binocular camera and the reconstruction initial values, thus performs distortion compensation on coordinates of the camera of a tested point which are respectively extracted from a left image and a right image, combines with binocular visual sense theory to reconstruct, and realizes the binocular three-dimensional high accuracy reconstruction. The binocular visual sense reconstruction method considering three-dimensional distortion is high in reconstruction accuracy, can compensate the three-dimensional distortion of the binocular visual sense, realizes form and surface reconstruction of a part having a big curvature and a big size and improves three-dimensional reconstruction accuracy of the binocular visual sense.
Owner:DALIAN UNIV OF TECH

System and method for three-dimensional reconstruction of commodity

The invention provides a commodity three-dimensional reconstruction system and a reconstruction method, wherein, the method comprises the following steps: S1, obtaining at least three point cloud images of commodities from different angles of view; S2, based on SAC-IA-ICP algorithm registers the point cloud of two adjacent point cloud images in order to eliminate the deviation between adjacent point cloud images. S3, adopting the improved Poisson surface reconstruction algorithm to reconstruct the complete three-dimensional surface model of the merchandise for all the point clouds after registration; S4, color rendering and illumination rendering are carried out on the commodity three-dimensional curved surface model by using an illumination renderer to obtain a three-dimensional commoditymodel that can be displayed. The three-dimensional commodity model constructed in the above method is more prominent in detail and more obvious in geometrical features. The effect is more real and the global shape and detail features of the commodity are truly restored.
Owner:NORTHEASTERN UNIV

System for obtaining defect part model of damaged part

The invention relates to a system for obtaining a defect part model of a damaged part. The system comprises a computer and a scanner electrically connected with the computer. A modeling method comprises the following steps of (1) performing pre-scanning preparation on a to-be-scanned damaged part; (2) calibrating the scanner; (3) performing parameter configuration by the system; (4) performing scanning through the scanner to obtain initial model data; (5) processing the initial model data to obtain point cloud model data; (6) processing the point cloud model data through a mesh reconstruction algorithm to obtain a curved surface reconstruction model; (7) performing registration alignment on the curved surface reconstruction model and a standard part model; and (8) obtaining the defect part model of the to-be-scanned damaged part: after the registration alignment of the models, performing subtraction Boolean operation on the curved surface reconstruction model and the standard part model to obtain the digital model of the defect part of the to-be-scanned damaged part. The modeling method is high in modeling efficiency and high in precision.
Owner:ACADEMY OF ARMORED FORCES ENG PLA

Target body surface reconstruction method in three-dimensional image

InactiveCN103489222AResurfacing goodOvercome the problem of surface reconstruction of 3D target3D modellingPoint cloudReconstruction method
The invention discloses a target body surface reconstruction method in a three-dimensional image. The method includes the steps of firstly, obtaining outer shell data of a target body through a dot density analytical method and an improved grid division method, namely, a depth-first traversal method; secondly, conducting surface reconstruction of the target body through an energy function method based on image segmentation by taking the outer shell data, obtained in the first step, of the target body as point cloud in the computer graphics. According to the target body surface reconstruction method in the three-dimensional image, firstly, the obtained volume data, namely, the earthquake sampling point data, of the target body are processed through the improved image segmentation technology so that the volume data can be applied to the point cloud surface reconstruction method in the computer graphics, then, surface reconstruction is conducted on the target body through the improved energy function method based on image segmentation, the difficult problem of conducting surface reconstruction on the three-dimensional target body which takes sampling points as the volume data is solved, and the target body surface reconstruction method is suitable for surface reconstruction of the target body which is high in noise content or flat in appearance, inconsistent in sampling in all directions or undersampled.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Side slope point cloud curved surface reconstruction and deformation information extracting method

The invention provides a side slope point cloud curved surface reconstruction and deformation information extracting method, which belongs to the field of deformation monitoring. The side slope point cloud curved surface reconstruction and deformation information extracting method adopts an improved RBF algorithm, carries out curved surface modeling on side slope point cloud data subjected to point cloud preprocessing, and improves the RBF algorithm modeling efficiency and precision. For the side slope point cloud information extraction problem, the feasibility of combining Cyclone with CAD for extracting DEM and two methods which are respectively a contouring method and a three-dimensional quality inspection software method are proposed, deformation data extracted by adopting the three-dimensional quality inspection software method is compared with the traditional deformation monitoring data, and the correctness of the method is verified.
Owner:LIAONING TECHNICAL UNIVERSITY
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