CN104279956A - Determination method for rock structural surface reference plane - Google Patents

Determination method for rock structural surface reference plane Download PDF

Info

Publication number
CN104279956A
CN104279956A CN201410532744.8A CN201410532744A CN104279956A CN 104279956 A CN104279956 A CN 104279956A CN 201410532744 A CN201410532744 A CN 201410532744A CN 104279956 A CN104279956 A CN 104279956A
Authority
CN
China
Prior art keywords
reference field
matrix
rock
rock structural
structural face
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201410532744.8A
Other languages
Chinese (zh)
Other versions
CN104279956B (en
Inventor
江权
宋磊博
龚彦华
杨成祥
崔洁
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Wuhan Institute of Rock and Soil Mechanics of CAS
Original Assignee
Wuhan Institute of Rock and Soil Mechanics of CAS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Wuhan Institute of Rock and Soil Mechanics of CAS filed Critical Wuhan Institute of Rock and Soil Mechanics of CAS
Priority to CN201410532744.8A priority Critical patent/CN104279956B/en
Publication of CN104279956A publication Critical patent/CN104279956A/en
Application granted granted Critical
Publication of CN104279956B publication Critical patent/CN104279956B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

The invention relates to a determination method for a rock structural surface reference plane, and belongs to the technical field of rock and soil mechanics. The method comprises the steps that a three-dimensional white-light scanner is adopted for scanning a rock structural surface to obtain point cloud data of the rock structural surface; then, the MATLAB software is used for reading in the point cloud data of the rock structural surface, and the neutral reference plane of the rock structural surface is recognized and determined on the basis of the neutral reference plane determining principle; finally, according to the reference plane equation, the central point O' of the neutral reference plane is determined, a translation matrix M and a rotation matrix R are constructed, and furthermore, the MATLAB software is used for obtaining point cloud data of the rock structural surface on the reference of the neutral reference plane. According to the determination method, the neutral reference plane of the rock structural surface can be recognized and determined, the point cloud data of the rock structure surface on the reference of the neutral reference plane are obtained, and the problem that the rock structural surface cannot be directly and quantitatively described by point cloud data obtained through three-dimensional white-light scanning is effectively solved.

Description

A kind of defining method of rock structural face reference surface face
Technical field
The present invention relates to a kind of rock structural face configuration of surface to describe, more specifically relate to a kind of defining method of rock structural face reference surface face, belong to rock-soil mechanics technical field.
Background technology
The physically-based model of rock, mainly by the control of rock structural face, therefore carries out to rock sample structural plane configuration of surface the condition precedent that Accurate Measurement is the configuration of surface in research structure face and the relation of mechanical property.But the configuration of surface due to rock structural face rises and falls greatly, variation range is wide, form is very complicated, gives accurately to measure and brings great difficulty.The main measurement means of testing of present measurement rock structural face three-dimensional surface form is contactless optical means, and especially three-dimensional optical scanning technique developing rapidly in recent years, has become the Main Means of rock sample structural plane three-dimensional surface measurement.But when utilizing three-dimensional white light scanning technology to analyze structural plane surface, we can only obtain the structural plane surface three dimension cloud data under monumented point global coordinate system.But, existing description rock three-dimensional structure face parameter (as crest, trough etc.) great majority carry out based on reference field, therefore the cloud data that scanning obtains cannot directly be quantitatively described rock structural face surface, and then cannot accurately description scheme region feature.Therefore, the defining method developing a kind of rock structural face reference surface face is for overcoming a 3 d scan data process difficult problem, all very necessary for the quantitative description improving rock structural face surface characteristics.
Summary of the invention
For above-mentioned existing problems, the object of the present invention is to provide a kind of defining method of rock structural face reference surface face, and with the reference field that meta reference field is rock structural face, the scan-data that three-dimensional white light scanning instrument obtains is processed, the three dimensional point cloud that to obtain with meta reference field be benchmark.
To achieve these goals, the technical solution adopted in the present invention is:
A defining method for rock structural face reference field, described measuring method is carried out according to the following steps;
A defining method for rock structural face reference field, is characterized in that, described measuring method is carried out according to the following steps:
1. the structural plane surface of rock sample is processed, three-dimensional white light scanning instrument is utilized to scan rock structural face surface, obtain the three dimensional point cloud on rock structural face surface under monumented point global coordinate system, three dimensional point cloud exports with the form of X, Y, Z three-dimensional coordinate;
2. utilize computer software to be read in by three dimensional point cloud, in the matrix A stored in capable 3 row of N, wherein N is some cloud quantity, and first row, secondary series, the 3rd row are respectively stored in the value of X, Y, Z of every bit;
3. utilize computer software, identify the meta reference field determining rock structural face surface; A meta reference field planar function represents the reference field equation on measured surface, functional form is z=a+bx+cy, computer software is utilized to ask local derviation to function, automatically the value of a, b, the c in function is obtained, thus in monumented point global coordinate system X-Y-Z, determine the meta reference field on structural plane surface, and show;
4. according to the reference field equation obtained, determine that the central point O ' of meta reference field is for [0,0, a], structure translation matrix M, rotation matrix R;
M = 1 0 0 0 0 1 0 0 0 0 1 0 0 0 - a 1 Formula 1
R = c 2 + 1 b 2 + c 2 + 1 0 b ( b 2 + c 2 + 1 ) 0 - bc ( c 2 + 1 ) ( b 2 + c 2 + 1 ) 1 c 2 + 1 c ( b 2 + c 2 + 1 ) 0 b ( c 2 + 1 ) ( b 2 + c 2 + 1 ) c c 2 + 1 - 1 ( b 2 + c 2 + 1 ) 0 0 0 0 1 Formula 2
5. translation matrix and rotation matrix is utilized, export the data on the rock structural face surface under rock structural face meta reference field benchmark, the matrix B of capable 4 row of structure N, N is a cloud quantity, the first row of matrix, secondary series, the 3rd row are respectively the value of X, Y, Z, and the 4th to be classified as element be numerical value " 1 " entirely; Utilize translation matrix and rotation matrix, in software on computers, carry out B × M × R computing, after operation result is processed, obtain the data on the structural plane surface under rock structural face meta reference field benchmark, and export its data.
The defining method of a kind of rock structural face reference field according to claim 1, it is characterized in that: described processes the structural plane surface of rock sample, refer to first by clean for the cleaning of the surface of rock structural face, then the surperficial contrast enhancement agents of thin layer is sprayed, after its drying, then stick scanning flag point.
The defining method of a kind of rock structural face reference field according to claim 1, is characterized in that: described computer software is MATLAB software.
The defining method of a kind of rock structural face reference field according to claim 1, is characterized in that: the concrete steps exporting the data on the rock structural face surface under rock structural face meta reference field benchmark in described step 5 are:
1. construct the matrix B of capable 4 row of N, N is some cloud quantity, and the first row of matrix, secondary series, the 3rd row are respectively the value of X, Y, Z, 4th to be classified as element be 1 entirely, wherein, wherein X, Y value represent the position of each point at rock structural face, and Z represents the height value of structural plane under monumented point global coordinate system;
2. translation matrix and rotation matrix is utilized, B × M × R computing is carried out in MATLAB software, computing obtains the Matrix C of capable 4 row of N, wherein N is a cloud quantity, first row, second is classified as the position a little under rock structural face meta reference field, and the 3rd list is shown in the height value of structural plane under meta reference field;
3. MATLAB software is utilized, the first row of Matrix C, secondary series, the 3rd are arranged in the matrix D arranged stored in a N capable 3, wherein N is some cloud quantity, matrix D is transformed text data and exports, thus the data on structural plane surface under obtaining rock structural face meta reference field benchmark.
Owing to have employed technique scheme, the present invention can determine the meta reference field of rock structural face, and the three dimensional point cloud on rock structural face surface under meta reference field benchmark can be obtained, because the meta reference field of specific rock structural face is unique existence, so process using meta reference field as benchmark 3-D scanning cloud data, can efficiently solve cloud data that three-dimensional white light scanning obtains because of inclination angle, cloud face problem cannot directly to the surperficial problem be quantitatively described of rock structural face.There is following technique effect:
(1) identify and determine the meta reference field on rock structural face surface: the meta reference field of a rock structural face exists, and be unique, by technique scheme, the meta reference field on known identification rock structural face surface, and determine its equation.
(2) the rock structural face surface data that to obtain with meta reference field be benchmark: evaluation reference field realizes the core technology that surface information extracts, determine the meta reference field of rock structural face, just can determine the three-dimensional parameter on structural plane surface further, pass through technique scheme, the data of three-dimensional white light scanning are processed, the rock structural face surface data that can directly to obtain with meta reference field be benchmark, and then can quantitative description rock structural face surface morphology characteristics.
Accompanying drawing illustrates:
Fig. 1 shows the schematic diagram of the invention process translation matrix and rotation matrix.
Embodiment:
Below in conjunction with accompanying drawing 1, determine that the method for meta reference field is described in further detail to the present invention is a kind of.
See accompanying drawing
A defining method for rock structural face reference field, described measuring method is carried out according to the following steps;
The structural plane surface of 1 pair of rock sample processes, three-dimensional white light scanning instrument is utilized to scan rock structural face surface, obtain the three dimensional point cloud on rock structural face surface under monumented point global coordinate system, three dimensional point cloud exports with the form of X, Y, Z three-dimensional coordinate; It is divided into following two steps:
1. be first by clean for the cleaning of the surface of rock structural face to rock structural face surface treatment process, then spray the surperficial contrast enhancement agents of thin layer, after its drying, then stick scanning flag point;
2. open three-dimensional white light scanning instrument, rock structural face surface is scanned, obtain the cloud data on rock structural face surface.
2 utilize MATLAB software to be read in by three dimensional point cloud, in matrix A stored in capable 3 row of N, wherein N is a cloud quantity, first row, secondary series, the 3rd row are respectively stored in X, Y, Z value of every bit, wherein X, Y value represent the position of each point at rock structural face, and Z represents the height value of structural plane under monumented point global coordinate system;
3 utilize MATLAB software, identify the meta reference field determining rock structural face surface; A meta reference field planar function represents the reference field equation on measured surface, functional form is z=a+bx+cy, MATLAB is utilized to ask local derviation to function, automatically the value of a, b, the c in function is obtained, thus in monumented point global coordinate system X-Y-Z, determine the meta reference field on structural plane surface, and show;
The principle determined according to meta reference field calculates the function expression of meta reference field, and concrete Principle Method is as follows:
If three-dimensional meta reference field is z [x, y], reference field equation:
Z=a+bx+cy formula 3
According to principle of least square method, error sum of squares:
D = Σ i = 1 n Σ j = 1 m [ z i - ( a + bx i + cy j ) ] 2 Formula 4
Introduce mean value:
x ‾ = 1 n Σ i = 1 n x i Formula 5
y ‾ = 1 m Σ j = 1 m y j Formula 6
z ‾ = 1 nm Σ i = 1 n Σ j = 1 m z ( x i , y j ) Formula 7
For making D minimum, D asks first-order partial derivative respectively to a, b and c, abbreviation must a, b and c as follows:
a = z ‾ - b x ‾ - c y ‾ Formula 8
b = Σ i = 1 n Σ j = 1 m z ( x i , y j ) x i - mn x ‾ z ‾ m Σ i = 1 n x i 2 - mn x ‾ 2 Formula 9
c = Σ i = 1 n Σ j = 1 m z ( x i , y j ) y i - mn y ‾ z ‾ n Σ j = 1 m y i 2 - mn y ‾ 2 Formula 10
According to the cloud data on rock structural face surface, bring the value solving a, b, c in formula 8, formula 9, formula 10 into, and substitute in formula 3, namely try to achieve the equation of meta reference field; Namely the plane of this equation representative is the meta reference field on required rock structural face surface;
4 according to the reference field equation obtained, and determines that the central point O ' of meta reference field is for [0,0, a], according to matrix theory relevant knowledge, and structure translation matrix M, rotation matrix R; Realize this object, be divided into following two steps:
1. determine the central point O ' of meta reference field, be equivalent to the effect of true origin.As long as this central point is on meta reference field in principle, recommend point centered by the point of intersection of the Z axis of monumented point global coordinate system and rock structural face meta reference field herein, this is because in a practical situation, must there is intersection point in meta reference field and Z axis, not only this point special but also have ubiquitous meaning.Then according to the knowledge structuring translation matrix M of matrix theory, the initial point O point of monumented point global coordinate system is moved on to the central point O ' of meta reference field, sees accompanying drawing 1, the translation matrix M of structure as shown in the formula:
M = 1 0 0 0 0 1 0 0 0 0 1 0 0 0 - a 1 Formula 1
2. rotate, the X-O-Y face of monumented point global coordinate system is overlapped with the meta reference field of rock structural face, monumented point global coordinate system X-Y-Z rotates to X '-Y '-Z ' co-ordinate system location, see accompanying drawing 1, rotation matrix is gone out according to matrix theory knowledge structuring, to realize this object, rotation matrix is as follows:
R = c 2 + 1 b 2 + c 2 + 1 0 b ( b 2 + c 2 + 1 ) 0 - bc ( c 2 + 1 ) ( b 2 + c 2 + 1 ) 1 c 2 + 1 c ( b 2 + c 2 + 1 ) 0 b ( c 2 + 1 ) ( b 2 + c 2 + 1 ) c c 2 + 1 - 1 ( b 2 + c 2 + 1 ) 0 0 0 0 1 Formula 2
5 utilize translation matrix and rotation matrix, export the data on the rock structural face surface under rock structural face meta reference field benchmark, are divided into following steps:
1. construct the matrix B of capable 4 row of N, N is some cloud quantity, and the first row of matrix, secondary series, the 3rd row are respectively the value of X, Y, Z, 4th to be classified as element be 1 entirely, wherein, wherein X, Y value represent the position of each point at rock structural face, and Z represents the height value of structural plane under monumented point global coordinate system.
2. translation matrix and rotation matrix is utilized, B × M × R computing is carried out in MATLAB software, computing obtains the Matrix C of capable 4 row of N, wherein N is a cloud quantity, first row, second is classified as the position a little under rock structural face meta reference field, and the 3rd list is shown in the height value of structural plane under meta reference field.
3. MATLAB software is utilized, the first row of Matrix C, secondary series, the 3rd are arranged in the matrix D arranged stored in a N capable 3, wherein N is some cloud quantity, matrix D is transformed text data and exports, thus the data on structural plane surface under obtaining rock structural face meta reference field benchmark.
Specific embodiment:
The structural plane surface of 1 pair of rock sample processes, utilizing three-dimensional white light Surface scan instrument to scan rock structural face surface, obtain the three dimensional point cloud on rock structural face surface, is below the three-dimensional data of 20 points extracted in rock structural face, to do example, as table 1:
Table 1
2 utilize MATLAB software to be read in by three dimensional point cloud, by the data in table 1 stored in matrix A, as shown in the formula;
3 utilize MATLAB software, and identify the meta reference field determining rock structural face surface, reference field equation is as follows;
z=-0.137301229-0.000305767x-0.001847973y
4, according to the reference field equation obtained, so the central point O ' of meta reference field is [0,0 ,-0.137301229], according to formula 1 and formula 2, obtain translation matrix M and rotation matrix R:
M = 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0.137301229 1 Formula 1
R = 0.999998292502292 0 - 0.001847969832169 0 - 0.000000565047055 0.999999953253458 - 0.000305765862807 0 - 0.001847969745783 - 0.000305766384902 - 0.999998245755830 0 0 0 0 1 Formula 2
Five 1. structural matrix B:
B = - 75.077157 - 75.0339040 0.356948913 1 - 37.508423 - 75.0339040 - 0.206523210 1 0.060311 - 75.0339040 - 0.214478362 1 . . . . . . . . . . . . 0.060311 37.5239495 0.017917675 1 37.629045 37.5239495 - 0.171843972 1 75.197779 37.5239495 - 0.468988139 1
2. calculate B × M × R, computing C with MATLAB software, result is as follows:
C = B × M × R = - 75.077262 - 75.03468925 - 0.332632819 1 - 37.508358 - 75.03364797 0.219351059 1 0.060377 - 75.03363327 0.215818942 1 . . . . . . . . . . . . 0.060242 37.52359859 - 0.224580196 1 37.629033 37.52394926 - 0.046306138 1 75.197856 37.52449837 0.239350252 1
3. MATLAB software is utilized, the data on structural plane surface under output rock structural face meta reference field benchmark, in table 2:
Table 2

Claims (4)

1. a defining method for rock structural face reference field, is characterized in that, described measuring method is carried out according to the following steps:
1. the structural plane surface of rock sample is processed, three-dimensional white light scanning instrument is utilized to scan rock structural face surface, obtain the three dimensional point cloud on rock structural face surface under monumented point global coordinate system, three dimensional point cloud exports with the form of X, Y, Z three-dimensional coordinate;
2. utilize computer software to be read in by three dimensional point cloud, in the matrix A stored in capable 3 row of N, wherein N is some cloud quantity, and first row, secondary series, the 3rd row are respectively stored in the value of X, Y, Z of every bit;
3. utilize computer software, identify the meta reference field determining rock structural face surface; A meta reference field planar function represents the reference field equation on measured surface, functional form is z=a+bx+cy, computer software is utilized to ask local derviation to function, automatically the value of a, b, the c in function is obtained, thus in monumented point global coordinate system X-Y-Z, determine the meta reference field on structural plane surface, and show;
4. according to the reference field equation obtained, determine that the central point O ' of meta reference field is for [0,0, a], structure translation matrix M, rotation matrix R;
M = 1 0 0 0 0 1 0 0 0 0 1 0 0 0 - a 1 Formula 1
R = c 2 + 1 b 2 + c 2 + 1 0 b ( b 2 + c 2 + 1 ) 0 - bc ( c 2 + 1 ) ( b 2 + c 2 + 1 ) 1 c 2 + 1 c ( b 2 + c 2 + 1 ) 0 b ( c 2 + 1 ) ( b 2 + c 2 + 1 ) c c 2 + 1 - 1 ( b 2 + c 2 + 1 ) 0 0 0 0 1 Formula 2
5. translation matrix and rotation matrix is utilized, export the data on the rock structural face surface under rock structural face meta reference field benchmark, the matrix B of capable 4 row of structure N, N is a cloud quantity, the first row of matrix, secondary series, the 3rd row are respectively the value of X, Y, Z, and the 4th to be classified as element be numerical value " 1 " entirely; Utilize translation matrix and rotation matrix, in software on computers, carry out B × M × R computing, after operation result is processed, obtain the data on the structural plane surface under rock structural face meta reference field benchmark, and export its data.
2. the defining method of a kind of rock structural face reference field according to claim 1, it is characterized in that: described processes the structural plane surface of rock sample, refer to first by clean for the cleaning of the surface of rock structural face, then the surperficial contrast enhancement agents of thin layer is sprayed, after its drying, then stick scanning flag point.
3. the defining method of a kind of rock structural face reference field according to claim 1, is characterized in that: described computer software is MATLAB software.
4. the defining method of a kind of rock structural face reference field according to claim 1, is characterized in that: the concrete steps exporting the data on the rock structural face surface under rock structural face meta reference field benchmark in described step 5 are:
1. construct the matrix B of capable 4 row of N, N is some cloud quantity, and the first row of matrix, secondary series, the 3rd row are respectively the value of X, Y, Z, 4th to be classified as element be 1 entirely, wherein, wherein X, Y value represent the position of each point at rock structural face, and Z represents the height value of structural plane under monumented point global coordinate system;
2. translation matrix and rotation matrix is utilized, B × M × R computing is carried out in MATLAB software, computing obtains the Matrix C of capable 4 row of N, wherein N is a cloud quantity, first row, second is classified as the position a little under rock structural face meta reference field, and the 3rd list is shown in the height value of structural plane under meta reference field;
3. MATLAB software is utilized, the first row of Matrix C, secondary series, the 3rd are arranged in the matrix D arranged stored in a N capable 3, wherein N is some cloud quantity, matrix D is transformed text data and exports, thus the data on structural plane surface under obtaining rock structural face meta reference field benchmark.
CN201410532744.8A 2014-10-09 2014-10-09 Determination method for rock structural surface reference plane Expired - Fee Related CN104279956B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410532744.8A CN104279956B (en) 2014-10-09 2014-10-09 Determination method for rock structural surface reference plane

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410532744.8A CN104279956B (en) 2014-10-09 2014-10-09 Determination method for rock structural surface reference plane

Publications (2)

Publication Number Publication Date
CN104279956A true CN104279956A (en) 2015-01-14
CN104279956B CN104279956B (en) 2017-05-17

Family

ID=52255087

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410532744.8A Expired - Fee Related CN104279956B (en) 2014-10-09 2014-10-09 Determination method for rock structural surface reference plane

Country Status (1)

Country Link
CN (1) CN104279956B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104700406A (en) * 2015-03-11 2015-06-10 浙江大学 Method and system for extracting plane occurrence texture
CN110120067A (en) * 2019-05-08 2019-08-13 中国科学院武汉岩土力学研究所 Rock natural structure surface wear volume determines method, apparatus and computer equipment
CN113486817A (en) * 2021-07-09 2021-10-08 中国矿业大学 Coal face coal rock identification method based on laser scanning

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102609550B (en) * 2011-01-19 2015-11-25 鸿富锦精密工业(深圳)有限公司 Product three-dimensional model ajusts system and method automatically
CN102183216A (en) * 2011-03-14 2011-09-14 沈阳飞机工业(集团)有限公司 Three-dimensional measurement method and device based on linear structured light
CN103075977B (en) * 2012-12-28 2016-01-13 浙江大学 The automatic splicing method of the cloud data in Binocular Stereo Vision System

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104700406A (en) * 2015-03-11 2015-06-10 浙江大学 Method and system for extracting plane occurrence texture
CN110120067A (en) * 2019-05-08 2019-08-13 中国科学院武汉岩土力学研究所 Rock natural structure surface wear volume determines method, apparatus and computer equipment
CN113486817A (en) * 2021-07-09 2021-10-08 中国矿业大学 Coal face coal rock identification method based on laser scanning
CN113486817B (en) * 2021-07-09 2023-09-08 中国矿业大学 Coal face coal rock identification method based on laser scanning

Also Published As

Publication number Publication date
CN104279956B (en) 2017-05-17

Similar Documents

Publication Publication Date Title
Galantucci et al. Advanced damage detection techniques in historical buildings using digital photogrammetry and 3D surface anlysis
Ge et al. Automated measurements of discontinuity geometric properties from a 3D-point cloud based on a modified region growing algorithm
CN102183214B (en) Method for optically detecting large-aperture aspherical mirror structure
CN105045950A (en) Three-dimensional laser scan based bridge safety evaluation system
CN106248035A (en) The method and system that a kind of surface profile based on point cloud model accurately detects
CN105550428A (en) Bridge security evaluation method based on TLS (three-dimensional laser scanning) technique
CN107246849A (en) A kind of blade optics method for fast measuring based on the axle measuring system of double testing head four
CN104833679A (en) Three-dimensional reverse calibration and detection method for microscopic defects
Yin et al. Application of 3D laser scanning technology for image data processing in the protection of ancient building sites through deep learning
CN104834806A (en) Joint roughness coefficient size effect sampling representativeness evaluation method
Guldur Laser-based structural sensing and surface damage detection
CN103486984B (en) The detection method of profile right alignment in a kind of wind-tunnel
Zhao et al. Automated recognition and measurement based on three-dimensional point clouds to connect precast concrete components
CN102944204A (en) Method for detecting cross-section profile by utilizing two-dimensional measuring machine
CN102445174A (en) Multipoint flatness assessment method based on support vector regression
CN104833333A (en) Method for determining structural surface roughness coefficient dimension effect sample characterization unit
CN104050372A (en) Method for automatically evaluating errors of three-dimensional geometrical shapes
CN104279956A (en) Determination method for rock structural surface reference plane
CN104268940A (en) MEMS structure reconstruction and detection method based on CT scanned images
CN104596464A (en) Swing arm contour surface shape detection method based on combination of radial scanning and circular scanning
CN103017702A (en) Method and device for three-coordinate measurement
CN105651202A (en) Three-dimensional scanning method and device used for measuring volume of mine
CN113280764A (en) Power transmission and transformation project disturbance range quantitative monitoring method and system based on multi-satellite cooperation technology
CN110688767B (en) Method for evaluating comprehensive difference degree of rock mass fracture network model precision
CN104165615B (en) A kind of detection method of the micro-texture in surface

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20170517

Termination date: 20171009

CF01 Termination of patent right due to non-payment of annual fee