A Novel Method of Multi2ima ge Matching Using Ima ge and Sp ace Synthe sis Information

Σχετικά έγγραφα
No. 7 Modular Machine Tool & Automatic Manufacturing Technique. Jul TH166 TG659 A

CorV CVAC. CorV TU317. 1

High order interpolation function for surface contact problem

Optimizing Microwave-assisted Extraction Process for Paprika Red Pigments Using Response Surface Methodology

ΦΩΤΟΓΡΑΜΜΕΤΡΙΚΕΣ ΚΑΙ ΤΗΛΕΠΙΣΚΟΠΙΚΕΣ ΜΕΘΟΔΟΙ ΣΤΗ ΜΕΛΕΤΗ ΘΕΜΑΤΩΝ ΔΑΣΙΚΟΥ ΠΕΡΙΒΑΛΛΟΝΤΟΣ

Schedulability Analysis Algorithm for Timing Constraint Workflow Models

Buried Markov Model Pairwise

Application of Wavelet Transform in Fundamental Study of Measurement of Blood Glucose Concentration with Near2Infrared Spectroscopy

Nov Journal of Zhengzhou University Engineering Science Vol. 36 No FCM. A doi /j. issn

ΓΕΩΠΟΝΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙO ΑΘΗΝΩΝ ΤΜΗΜΑ ΑΞΙΟΠΟΙΗΣΗΣ ΦΥΣΙΚΩΝ ΠΟΡΩΝ & ΓΕΩΡΓΙΚΗΣ ΜΗΧΑΝΙΚΗΣ

ER-Tree (Extended R*-Tree)

VSC STEADY2STATE MOD EL AND ITS NONL INEAR CONTROL OF VSC2HVDC SYSTEM VSC (1. , ; 2. , )

GS3. A liner offset equation of the volumetric water content that capacitance type GS3 soil moisture sensor measured

ΠΙΛΟΤΙΚΗ ΕΦΑΡΜΟΓΗ ΑΥΤΟΝΟΜΩΝ ΣΥΣΤΗΜΑΤΩΝ ΠΛΟΗΓΗΣΗΣ ΓΙΑ ΤΗΝ ΠΑΡΑΓΩΓΗ ΥΨΗΛΗΣ ΑΝΑΛΥΣΗΣ ΟΡΘΟΦΩΤΟΓΡΑΦΙΩΝ ΓΕΩΡΓΙΚΩΝ ΕΚΤΑΣΕΩΝ

Study of urban housing development projects: The general planning of Alexandria City

ΕΥΡΕΣΗ ΤΟΥ ΔΙΑΝΥΣΜΑΤΟΣ ΘΕΣΗΣ ΚΙΝΟΥΜΕΝΟΥ ΡΟΜΠΟΤ ΜΕ ΜΟΝΟΦΘΑΛΜΟ ΣΥΣΤΗΜΑ ΟΡΑΣΗΣ

Supplementary Materials for Evolutionary Multiobjective Optimization Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection

«ΑΝΑΠΣΤΞΖ ΓΠ ΚΑΗ ΥΩΡΗΚΖ ΑΝΑΛΤΖ ΜΔΣΔΩΡΟΛΟΓΗΚΩΝ ΓΔΓΟΜΔΝΩΝ ΣΟΝ ΔΛΛΑΓΗΚΟ ΥΩΡΟ»

, -.

Πτυχιακή Εργασι α «Εκτι μήσή τής ποιο τήτας εικο νων με τήν χρή σή τεχνήτων νευρωνικων δικτυ ων»

,,, (, ) , ;,,, ; -

ΠΑΝΔΠΗΣΖΜΗΟ ΠΑΣΡΩΝ ΓΗΑΣΜΖΜΑΣΗΚΟ ΠΡΟΓΡΑΜΜΑ ΜΔΣΑΠΣΤΥΗΑΚΩΝ ΠΟΤΓΩΝ «ΤΣΖΜΑΣΑ ΔΠΔΞΔΡΓΑΗΑ ΖΜΑΣΩΝ ΚΑΗ ΔΠΗΚΟΗΝΩΝΗΩΝ» ΣΜΖΜΑ ΜΖΥΑΝΗΚΩΝ Ζ/Τ ΚΑΗ ΠΛΖΡΟΦΟΡΗΚΖ

GPU. CUDA GPU GeForce GTX 580 GPU 2.67GHz Intel Core 2 Duo CPU E7300 CUDA. Parallelizing the Number Partitioning Problem for GPUs

Q L -BFGS. Method of Q through full waveform inversion based on L -BFGS algorithm. SUN Hui-qiu HAN Li-guo XU Yang-yang GAO Han ZHOU Yan ZHANG Pan

Resurvey of Possible Seismic Fissures in the Old-Edo River in Tokyo

Quick algorithm f or computing core attribute

Arbitrage Analysis of Futures Market with Frictions

Study on the Strengthen Method of Masonry Structure by Steel Truss for Collapse Prevention

Τμήμα Πολιτικών και Δομικών Έργων

ΤΕΧΝΟΛΟΓΙΚΟ ΕΚΠΑΙΔΕΥΤΙΚΟ ΙΔΡΥΜΑ ΚΡΗΤΗΣ ΣΧΟΛΗ ΔΙΟΙΚΗΣΗΣ ΚΑΙ ΟΙΚΟΝΟΜΙΑΣ (ΣΔΟ) ΤΜΗΜΑ ΛΟΓΙΣΤΙΚΗΣ ΚΑΙ ΧΡΗΜΑΤΟΟΙΚΟΝΟΜΙΚΗΣ

( ) , ) , ; kg 1) 80 % kg. Vol. 28,No. 1 Jan.,2006 RESOURCES SCIENCE : (2006) ,2 ,,,, ; ;

A research on the influence of dummy activity on float in an AOA network and its amendments

ΠΣΤΥΙΑΚΗ ΔΡΓΑΙΑ. Μειέηε Υξόλνπ Απνζηείξσζεο Κνλζέξβαο κε Τπνινγηζηηθή Ρεπζηνδπλακηθή. Αζαλαζηάδνπ Βαξβάξα

Quantitative chemical analyses of rocks with X-ray fluorescence analyzer: major and trace elements in ultrabasic rocks

Study of In-vehicle Sound Field Creation by Simultaneous Equation Method

ΓΕΩΜΕΣΡΙΚΗ ΣΕΚΜΗΡΙΩΗ ΣΟΤ ΙΕΡΟΤ ΝΑΟΤ ΣΟΤ ΣΙΜΙΟΤ ΣΑΤΡΟΤ ΣΟ ΠΕΛΕΝΔΡΙ ΣΗ ΚΤΠΡΟΤ ΜΕ ΕΦΑΡΜΟΓΗ ΑΤΣΟΜΑΣΟΠΟΙΗΜΕΝΟΤ ΤΣΗΜΑΣΟ ΨΗΦΙΑΚΗ ΦΩΣΟΓΡΑΜΜΕΣΡΙΑ

C F E E E F FF E F B F F A EA C AEC

Detection and Recognition of Traffic Signal Using Machine Learning

An Automatic Modulation Classifier using a Frequency Discriminator for Intelligent Software Defined Radio

Adaptive grouping difference variation wolf pack algorithm

Research on Economics and Management

ES440/ES911: CFD. Chapter 5. Solution of Linear Equation Systems

Ι ΑΚΤΟΡΙΚΗ ΙΑΤΡΙΒΗ. Χρήστος Αθ. Χριστοδούλου. Επιβλέπων: Καθηγητής Ιωάννης Αθ. Σταθόπουλος

1 (forward modeling) 2 (data-driven modeling) e- Quest EnergyPlus DeST 1.1. {X t } ARMA. S.Sp. Pappas [4]

Ακριβής 3Δ Προσδιορισμός Θέσης των Σημείων του Κεντρικού Τομέα του Δικτύου LVD με τη μέθοδο του Σχετικού Στατικού Εντοπισμού

Figure A.2: MPC and MPCP Age Profiles (estimating ρ, ρ = 2, φ = 0.03)..

ΤΕΧΝΟΛΟΓΙΚΟ ΕΚΠΑΙΔΕΥΤΙΚΟ ΙΔΡΥΜΑ ΑΓΡΟΤΙΚΕΣ ΣΤΑΤΙΣΤΙΚΕΣ ΜΕ ΕΡΓΑΛΕΙΑ ΓΕΩΠΛΗΡΟΦΟΡΙΚΗΣ

Feasible Regions Defined by Stability Constraints Based on the Argument Principle

EE512: Error Control Coding

Reading Order Detection for Text Layout Excluded by Image

2 ~ 8 Hz Hz. Blondet 1 Trombetti 2-4 Symans 5. = - M p. M p. s 2 x p. s 2 x t x t. + C p. sx p. + K p. x p. C p. s 2. x tp x t.

ΜΕΤΑΠΤΥΧΙΑΚΗ ΕΡΓΑΣΙΑ ΜΕ ΘΕΜΑ

J. of Math. (PRC) Banach, , X = N(T ) R(T + ), Y = R(T ) N(T + ). Vol. 37 ( 2017 ) No. 5

Ψηφιακή Επεξεργασία Φωνής

ΚΥΠΡΙΑΚΗ ΕΤΑΙΡΕΙΑ ΠΛΗΡΟΦΟΡΙΚΗΣ CYPRUS COMPUTER SOCIETY ΠΑΓΚΥΠΡΙΟΣ ΜΑΘΗΤΙΚΟΣ ΔΙΑΓΩΝΙΣΜΟΣ ΠΛΗΡΟΦΟΡΙΚΗΣ 19/5/2007

Bundle Adjustment for 3-D Reconstruction: Implementation and Evaluation

ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ. «Προστασία ηλεκτροδίων γείωσης από τη διάβρωση»

Homework 8 Model Solution Section

Study on Re-adhesion control by monitoring excessive angular momentum in electric railway traction

ΕΘΝΙΚΗ ΣΧΟΛΗ ΔΗΜΟΣΙΑΣ ΔΙΟΙΚΗΣΗΣ ΙΓ' ΕΚΠΑΙΔΕΥΤΙΚΗ ΣΕΙΡΑ

Motion analysis and simulation of a stratospheric airship

Estimation of stability region for a class of switched linear systems with multiple equilibrium points

MUL TIL EVEL2USER2ORIENTED AGRICUL TURAL INFORMATION CLASSIFICATION

ΤΕΧΝΟΛΟΓΙΚΟ ΠΑΝΕΠΙΣΤΗΜΙΟ ΚΥΠΡΟΥ ΣΧΟΛΗ ΓΕΩΠΟΝΙΚΩΝ ΕΠΙΣΤΗΜΩΝ ΒΙΟΤΕΧΝΟΛΟΓΙΑΣ ΚΑΙ ΕΠΙΣΤΗΜΗΣ ΤΡΟΦΙΜΩΝ. Πτυχιακή εργασία

Ultrasound Probe Calibration Method Based on Optical Tracking Systems

Section 8.3 Trigonometric Equations

Approximation of distance between locations on earth given by latitude and longitude

IL - 13 /IL - 18 ELISA PCR RT - PCR. IL - 13 IL - 18 mrna. 13 IL - 18 mrna IL - 13 /IL Th1 /Th2

Ανάκτηση Εικόνας βάσει Υφής με χρήση Eye Tracker

Supplementary Information for

BMI/CS 776 Lecture #14: Multiple Alignment - MUSCLE. Colin Dewey

CYPRUS UNIVERSITY OF TECHNOLOGY. Faculty of Engineering and Technology. Department of Civil Engineering and Geomatics. Dissertation Thesis

SUPPLEMENTAL INFORMATION. Fully Automated Total Metals and Chromium Speciation Single Platform Introduction System for ICP-MS

Σχέση µεταξύ της Μεθόδου των ερµατοπτυχών και της Βιοηλεκτρικής Αντίστασης στον Υπολογισµό του Ποσοστού Σωµατικού Λίπους

ECE 468: Digital Image Processing. Lecture 8

[1] P Q. Fig. 3.1

Correction of chromatic aberration for human eyes with diffractive-refractive hybrid elements

IPSJ SIG Technical Report Vol.2014-CE-127 No /12/6 CS Activity 1,a) CS Computer Science Activity Activity Actvity Activity Dining Eight-He

n 1 n 3 choice node (shelf) choice node (rough group) choice node (representative candidate)

ΖΩΝΟΠΟΙΗΣΗ ΤΗΣ ΚΑΤΟΛΙΣΘΗΤΙΚΗΣ ΕΠΙΚΙΝΔΥΝΟΤΗΤΑΣ ΣΤΟ ΟΡΟΣ ΠΗΛΙΟ ΜΕ ΤΗ ΣΥΜΒΟΛΗ ΔΕΔΟΜΕΝΩΝ ΣΥΜΒΟΛΟΜΕΤΡΙΑΣ ΜΟΝΙΜΩΝ ΣΚΕΔΑΣΤΩΝ

Vol. 31,No JOURNAL OF CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY Feb

þÿ Ç»¹º ³µÃ ± : Ãż²» Ä Â

Re-Pair n. Re-Pair. Re-Pair. Re-Pair. Re-Pair. (Re-Merge) Re-Merge. Sekine [4, 5, 8] (highly repetitive text) [2] Re-Pair. Blocked-Repair-VF [7]

FENXI HUAXUE Chinese Journal of Analytical Chemistry. Savitzky-Golay. n = SG SG. Savitzky-Golay mmol /L 5700.

3: A convolution-pooling layer in PS-CNN 1: Partially Shared Deep Neural Network 2.2 Partially Shared Convolutional Neural Network 2: A hidden layer o

Αξιολόγηση των Φασματικού Διαχωρισμού στην Διάκριση Διαφορετικών Τύπων Εδάφους ΔΙΠΛΩΜΑΤΙΚΗ ΕΡΓΑΣΙΑ. Σπίγγος Γεώργιος

SCITECH Volume 13, Issue 2 RESEARCH ORGANISATION Published online: March 29, 2018

CHAPTER 25 SOLVING EQUATIONS BY ITERATIVE METHODS

Yoshifumi Moriyama 1,a) Ichiro Iimura 2,b) Tomotsugu Ohno 1,c) Shigeru Nakayama 3,d)

YOU Wen-jie 1 2 JI Guo-li 1 YUAN Ming-shun 2

EPL 603 TOPICS IN SOFTWARE ENGINEERING. Lab 5: Component Adaptation Environment (COPE)

HIV HIV HIV HIV AIDS 3 :.1 /-,**1 +332

DERIVATION OF MILES EQUATION FOR AN APPLIED FORCE Revision C

ΠΟΛΥΤΕΧΝΕΙΟ ΚΡΗΤΗΣ ΣΧΟΛΗ ΜΗΧΑΝΙΚΩΝ ΠΕΡΙΒΑΛΛΟΝΤΟΣ

Homework 3 Solutions

Ταξινόμηση και διαχρονική παρακολούθηση των βοσκόμενων δασικών εκτάσεων στη λεκάνη απορροής του χειμάρρου Μπογδάνα Ν. Θεσσαλονίκης

: Monte Carlo EM 313, Louis (1982) EM, EM Newton-Raphson, /. EM, 2 Monte Carlo EM Newton-Raphson, Monte Carlo EM, Monte Carlo EM, /. 3, Monte Carlo EM

ΠΑΡΑΔΟΤΕΟ 3.1 : Έκθεση καταγραφής χρήσεων γης

Σχολή Διοίκησης και Οικονομίας. Μεταπτυχιακή διατριβή

* /+* *,3- +**+ + ** , +1 - ect of a Dietary Education Program for Kindergarten Children and their Mothers

Transcript:

38 3 Vol. 38, No. 3 2009 6 Act a Geo da etic a et Carto graphic a Sinic a J un.,2009 :100121595 (2009) 0320216207 1,2, 1 1., 430079 ; 2., 430079 A Novel Method of Multi2ima ge Matching Using Ima ge and Sp ace Synthe sis Information YUAN Xiuxiao 1,2, MING Ya ng 1 1. School of Remote Sensing a nd Information Engineering, Wuhan University, Wuha n 430049, China ; 2. St at e Key La boratory of In2 formation Engineering in Surveying, Mapping a nd Remote Sensing, Wuha n University, Wuha n 430049, China Abstract : A novel method is introduced for multi2ima ge matching by synthesizing ima ge and sp ace information. Four level pyramid ima ges are generated firstly according to the rule that the next level pyramid is generated from the previous level using the avera ge gray values of the 3 3 pixels, and the first level pyramid is generated from the original ima ge. The ini2 tial horizont al p arallaxes between the reference ima ge and each searching ima ge are calculated in the highest pyramid level. Then corresponding ima ge point s are searched in each stereo pairs from the third level pyramid ima ges, and the matching results in all stereo pairs are integrated into the object sp ace, by which the mismatched ima ge points can be e2 liminated and more accurate spatial information can be obt ained for the subsequent pyramid ima ge matching. The method ba sed on correlation coefficient with geometric constraint s and global relaxation optimization is introduced in the process of matching. Finally, the fea sibility of the method proposed in this paper is verified by the experiments using a set of actu2 al digital aerial ima ges with big overlap. Compared with the tra ditional matching with two ima ges, the accuracy of DSM generated using our method shows that multi2ima ge matching can eliminate the mismatched point s more effectively and improve the success ratio of matching more significantly. Key words : multi2image matching ; DSM ; image matching based on correlation coefficient with geometric constraints ; re2 laxation matching ; accuracy : 3 3 4, ; 3,,, ;, DSM,, :; (DSM) ;;; : P231 :A : (40771176) ; (40721001) (Digital Surface Model, DSM), DSM 3,,,,, DSM 3, Gabet DSM [1 ],,,Okutomi Kanade

3 : 217 [2 ], Canu [3 ] SNCC ( Sum of Normalized Cross2correlation) DSM [4 ],, ;,,Zit nich Webb [ 5 ],, DSM :,, ; ;,,, 1 DSM 3, 1 DSM Fig. 1 Workflow of DSM generation based on multiple image matching 1 1. 1 [627 ], [1 ],,,

218 J une 2009 Vol. 38 No. 3 AGCS http :/ / xb. sinomap s. com 1. 2 [8210 ] 3 3 4 3 3,,, 1. 3 4, Z ( x1, y1 ) ( X, Y, Z), ( X, Y, Z) ( x2, y2 ), (x = x2 - x1,y = y2 - y1 ),, 100200 1. 4, 10 10, Fgrstner [4 ], ( X0, Y0, Z0 ), Z, p 2 pmin ( Z0 - Z) pmax ( Z0 +Z), p,p,12,, ( 0. 5), 1. 5,,,,, Ii m I j ( j = 1,2,, m), j ( j = 1,2,, m),ii ω I j P( i, j) = j k = m k = 1 k (1), 8 Ik I i, Il ( l = 1,2,, n), Ii ω I j I k ω Il C( i, j ; k, l) = T e - (p2 x +p2 y ) / (2),p x = ( x j - x l ) - ( x l - x k ) li I k x,p y = ( y j - y l ) - ( y l - y k ) Ii I k y p x, ; T, 1 25 8 Q ( n) ( i, j), P ( n+1) ( i, j) = m P ( n) ( i, j) Q ( n) ( i, j) s = 1 P ( n) ( i, s) Q ( n) ( i, s) (3),Q ( n) (i, j) = P ( n) (i, j) (c0 + c1) P ( n) ( k, I k <( I ) i i =1 m l) C(i, j ; k, l),c0,c1, n, ( Ii) Ii 8 (3), 0. 9,, 1. 6,,,,,, [11 ], n,,

3 : 219, : v x = - a11 X - a12y - a13z - ( x - x 0 ) v y = - a21x - a22y - a23z - ( y - y 0 ) [11 ] (4), (4) 2 n + 2,3,, [12 ],,, 0,, 3, ( 1 ),, ;, 2 Fig. 2 Overview of the experimental images 2 2. 1, 5 ( 2 ) DSM 9m, 0. 1 m,80 % POS Wu2 CA PS 176 GPS [ 13 ], 6 2 526 3 45 : 7. 1 cm, 4. 8 cm 2,, (a ) (b ),, TIN, 3 DSM 3, DSM (a ), ; ( b ) 3 DSM Fig. 3 DSM generated by multiple image matching and interpolation 2. 2 DSM DSM, 176, DSM 2 5, 34,, 1 DSM,2 1 DSM Tab. 1 Comparisons of DSM accuracy generated by differ2 ent image combinations / ( %) / m / m 33/ 34 68. 9 0. 224 0. 571 33/ 34/ 35 76. 7 0. 183 0. 366 33/ 34/ 35/ 36 77. 3 0. 170 0. 355 32/ 33/ 34/ 35/ 36 79. 2 0. 153 0. 326

220 J une 2009 Vol. 38 No. 3 AGCS http :/ / xb. sinomap s. com 2 DSM Tab. 2 Comparisons of the interpolated elevation of check points from the DSMs generated by different image combinations / m 33/ 34 33/ 34/ 35 33/ 34/ 35/ 36 32/ 33/ 34/ 35/ 36 5021000 504. 621 510. 080-5. 459 504. 546 0. 074 504. 546 0. 074 504. 556 0. 065 5010615 503. 762 503. 331 0. 431 503. 334 0. 428 503. 334 0. 428 503. 772-0. 010 5041681 506. 013 505. 748 0. 265 505. 939 0. 074 505. 972 0. 041 505. 979 0. 034 5051819 503. 286 503. 466 0. 180 503. 466 0. 180 503. 257 0. 029 503. 259 0. 027 5051737 507. 770 507. 560 0. 210 507. 560 0. 210 507. 652 0. 118 507. 652 0. 118 4061362 506. 636 506. 374 0. 262 506. 493 0. 143 506. 560 0. 076 506. 560 0. 076 5031463 513. 997 512. 040 1. 958 514. 209-0. 212 514. 209 0. 212 514. 152-0. 155 5031464 514. 078 514. 328-0. 251 514. 225-0. 147 514. 225 0. 147 514. 137-0. 059 6031331 505. 426 505. 767-0. 340 505. 285 0. 141 505. 285 0. 141 505. 285 0. 141 4030965 502. 211 502. 566-0. 356 502. 234-0. 023 502. 234-0. 023 502. 229-0. 018 5061595 511. 021 510. 535 0. 486 510. 842 0. 179 510. 815 0. 206 510. 815 0. 206 5041681 506. 013 505. 748 0. 265 505. 939 0. 074 505. 972 0. 041 505. 979 0. 034 4041203 503. 855 504. 133-0. 279 503. 904-0. 049 503. 824 0. 031 503. 824 0. 031 1 2 : 1.,,68. 9 % 79. 2 %,, ;,, 2., DSM,3 DSM (0. 571-0. 366) / 0. 571 = 35. 9 %,4 DSM (0. 571-0. 355) / 0. 571 = 37. 8 %,5 DSM ( 0. 571-0. 326 ) / 0. 571 = 42. 9 % 5 DSM, 0. 326 m, 3. 3 pixels,3,, 2 5021000 5031463, 33/ 34 5021000-5. 459 m,,,5 0. 065 m,5031463 1. 958 m 5-0. 155 m 3.,3 DSM, 3,1,,,,,, DSM, DSM,, DSM,,, DSM, 2 5 DSM,4 3 4,2 DSM,,,5 DSM,, DSM

3 : 221 3 DSM Tab. 3 Comparison results of different matching methods CPU / ( %) / m / m / h I 73. 7 0. 157 0. 340 1. 91 II 80. 2 0. 177 0. 327 1. 88 79. 2 0. 153 0. 326 1. 10 4 DSM Fig. 4 Enlarged views of local DSM generated by the method proposed in this paper 2. 3, DSM I [1 ],, DSM ; II [ 4 ],SNCC, 3 3 DSM, 5 DSM 3 5 : 1. II 80 %,DSM,I 2. I,,,, II, SNCC,, DSM 5 DSM (A ), I,II 3. II,, SNCC SNCC,, [4 ]4,,3,,, II,CPU 5 3 DSM Fig. 5 Partial results of DSM generated by three methods

222 J une 2009 Vol. 38 No. 3 AGCS http :/ / xb. sinomap s. com 3,,, DSM,,,,,,,, 3,DSM,,, DSM : [ 1 ] GABET L, GIRAUDON G, RENOUARD L. Automatic Generation of High Resolution Urban Zone Digital Eleva2 tion Models [J ]. International Journal of Photogrammetry and Remote Sensing, 1997, 52 (1) : 33247. [ 2 ] O KU TOMI M, KANADE T. A Multiple2baseline Stereo [J ]. IEEE Transaction on Pattern Analysis and Machine Intelligence, 1993, 15 (4) :3532363. [ 3 ] CANU D, A YACHE N, SIRA T J A. Accurate and Robust Stereovision with a Large Number of Aerial Images [ C]/ / Proceedings of SPIE on Satellite Remote Sensing II. Paris : SPIE t he International Society for Optical Engineering, 1995 (2579) :1522160. [ 4 ] ZHAN G Li. Automatic Digital Surface Model (DSM) Genera2 tion from Linear Array Images [D]. Zurich : ETH, 2005. [ 5 ] ZITNICK C, WEBB J A. Multi2baseline Stereo Using Sur2 face Extraction [ R]. Pittsburgh : Carnegie Mellon Univer2 sity, 1996. [ 6 ] PA TERA KI M, BAL TSAVIAS E. Adaptive Multi2image Matching Algorithm for the Airborne Digital Sensor ADS40 [ DB/ OL ]. [ 2002 ]. http :/ / citeseerx. ist. psu. edu/ view2 doc/ summary? doi = 10. 1. 1. 8. 5242. [ 7 ] J IAN G Wanshou. Multiple Aerial Image Matching and Au2 tomatic Building Detection [ D ]. Wuhan : Wuhan Universi2 ty, 2004. (. [ D]. :, 2004. ) [ 8 ] ZHAN G Zuxun, ZHAN G Jianqing. Principles of Digital Photogrammetry [ M ]. Wuhan : Wuhan University Press, 2002. (,. [ M ]. :, 2002. ) [ 9 ] MALLA T S. A Theory for Multiresolution Signal Decom2 position : The Wavelet Representation [J ]. IEEE Transac2 tion on Pattern Analysis and Machine Intelligence, 1989, 11 (7) : 6742693. [ 10 ] PETER J B, EDWARD H A. The Laplcian Pyramid as a Compact Image Code [J ]. IEEE Transaction on Commu2 nication, 1983, 31 (4) : 5322540. [ 11 ] L I Deren, ZHEN G Zhaobao. Principles of Analytical Pho2 togrammetry [ M]. Beijing :Surveying and Mapping Press, 1992. (,. [ M ]. :, 1992. ) [ 12 ] L I Deren, YUAN Xiuxiao. Error Processing and Reliabili2 ty Theory [ M]. Wuhan : Wuhan University Press, 2002. (,. [ M ]. :, 2002. ) [ 13 ] YUAN Xiuxiao. A Novel Met hod of Systematic Error Compensation for a Position and Orientation System [J ]. Progress in Natural Science, 2008, 18 (8) :9532963. : 2008203227 : 2008211217 ( :) : (19632),,,, E2mail :yxxqxhyw @public. wh. hb. cn First a uthor : YUAN Xiuxiao (19632), male, PhD, Pro2 fe ssor, PhD supervisor majors in the re se arch a nd e du2 c ation in remote sensing (RS), glo bal po sitioning sys2 tem ( GPS) a nd their inte gra tio n, theorie s a nd metho ds for high precisio n photo gra mmetric po sitioning, GPS/ IMU2supported a erotria ngulation, geometric proce ssing of high2re solutio n satellite ima gery, etc.. E2mail :yxxqxhyw @public. wh. hb. cn