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Photogrammetry and Real-Time Graphics Engineering Applications Howard Turner Purdue University, West Lafayette, IN 47907 . In ABSTRACT: Real-time three-dimensional graphics interfaces are examined for mapping engineering application.s. A sys- tem developed and implemented in the Photogrammetric Analysis Laboratory at Purdue UniversIty IS descrIbed. Ex- amples of engineering applications are given and illustrated, and the problem of data integration from different data sources is addressed in one example. INTRODUCTION R EAL-TIME THREE-DIMENSIONAL GRAPHICS INTERFACES have a high potential in the fields of photogrammetry, digital mapping, and spatial information systems, and they are partic- ularly useful in mapping for engineering applications. How- ever, commercial photogrammetric instrument manufacturers and research institutions have been slow to exploit this poten- tial. Many on-line digital mapping systems have been described (Hoehle and Jakob, 1981; Erez and Dorrer, 1984; Marckwardt and Murai, 1984), but the profession has been slow to accept real-time interfaces which fully utilize feedback concepts in photogrammetry, digital mapping, and geographical informa- tion systems. Photogrammetry has been used off-line for many years in engineering applications (e.g., Veress and Sun, 1978; Faig, 1972). More recently, on-line and real-time measuring sys- tems have been used (Powell, 1984; Armenakis, 1984; Armen- akis and Faig, 1987; El-Hakim, 1986; Haggen and Leikas, 1987). Real-time graphical interfaces can only be fully exploited in con- junction with analytical plotters or all-digital systems. This type of interface can be of value in two subject areas. First, in the graphical display of data collected on an analytical plotter, and second, in the superimposition of graphical data back into the photogrammetric model. Chen (1986) has described interactive graphics interfaces de- veloped to operate with a Wild BC2 and a Zeiss PLANICOMP analytical plotters. Real-time graphical superimposition has been described by Uffenkamp (1986) and Reinhardt (1986) for the Zeiss PLANICOMP analytical plotter. Real-time stereo graphi- cal superimposition has been discussed by Beerenwinkel et al. (1986) and by Schneeberger and Burgermeister (1987) for the Wild SYSTEM 9 analytical stereoplotter. Greve and Molander (1987) have described the APPS-IV system with stereo graphical superimposition. The aim of this paper is to examine the principles involved in the use of real-time three-dimensional graphics interfaces in data collection and quality control in photogrammetry, digital mapping, and spatial information systems. Emphasis will be placed on three-dimensional interfaces, while graphical super- imposition, which is a two-dimensional interface will not be discussed. This paper will examine, discuss, and illustrate some results, obtained for engineering purposes, using a three-di- mensional graphics interface implemented in the Photogram- metric Analysis Laboratory at Purdue University. ON-LINE AND REAL-TIME SYSTEMS There is a fundamental difference between on-line and real- time systems, and the difference between the two is frequently misunderstood. Systems can be on-line and real-time at the same time, but not every on-line system operates in real-time. One essential difference between on-line and real-time sys- PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, Vol. 54, No.9, September 1988, pp. 1313-1317. terns is one of response time to a query. El-Hakim (1986) has defined a real-time system in photogrammetry as "a system without interruptions, or appreciable time lags, between ac- quiring the image and the final product.". . Another important difference between real-time and on-lme systems is in the feedback domain .. Fe.edback IS a component of a real-time system whIle It IS not e.ssentIal to an on-line system. Erez and Dorrer (1984) have recogruzed the value of feedback in real-time systems by stating, "Data have to be verified during the process of digitizing, possible. A 'fully interactive system' allows the ?f m real- time. A non-interactive system makes venficatIon difficult and inconvenient." A non-interactive system may be representative of on-line or off-line processing. A REAL-TIME PHOTOGRAMMETRIC MAPPING SYSTEM The photogrammetrist working in a pro?uction environment may be faced now or in the near future With the and implementation of graphical interfaces. One of the pnme .con- cerns is system configuration. Another concern IS the mamte- nance of maximum quality control in a production environment. Figure 1 shows conceptually the of a. The analytical plotter is shown in the WIth a tributed computer system. The burden of the analytical plotter s real-time loop is, therefore, taken off the host processor. Ideally, the host processor should run under a multi-tasking .operating system to address the analytical plotter an? the graphIcs system within a short time frame. In the mappmg process, a three- dimensional database is stored in the host computer and trans- ferred to the graphics system in real-time. . In each model, the assumption is made that a real-time pho- togrammetric model exists on the plotter, that the photogrammetric model is fully onented. sional data are digitized on the analytical plotter and stored m a three-dimensional data base. It is also assumed that the graph- ics system operates in the same coordinate system tha.t is used in the analytical plotter and that the photogrammetnc model coordinate system of the analytical plotter prOVIdes the refer- ence system for the whole network. the real-time interface system to the analytical plotter should Insure adequate response time, less than a few seconds, for qualIty assurance modeling. GRAPHICS SYSTEMS Graphics systems can be classified as two-dimensional or .three- dimensional by the way they display on a display screen. Display screen surfaces are two-dImensIOnal. The real world which is mapped in surveying is three-dimensional, the map produced of the real world is a entity with the third dimension (2) represented as an attnbute on the map. 0099-1112/88/5409-1313$02.25/0 ©1988 American Society for Photogrammetry and Remote Sensing
Transcript
Page 1: Photogrammetry and Real-Time Graphics in Engineering ...mensional graphics interface implemented in the Photogram metric Analysis Laboratory at Purdue University. ON-LINEAND REAL-TIMESYSTEMS

Photogrammetry and Real-Time GraphicsEngineering ApplicationsHoward TurnerPurdue University, West Lafayette, IN 47907

.In

ABSTRACT: Real-time three-dimensional graphics interfaces are examined for mapping engineering application.s. A sys­tem developed and implemented in the Photogrammetric Analysis Laboratory at Purdue UniversIty IS descrIbed. Ex­amples of engineering applications are given and illustrated, and the problem of data integration from different datasources is addressed in one example.

INTRODUCTION

REAL-TIME THREE-DIMENSIONAL GRAPHICS INTERFACES havea high potential in the fields of photogrammetry, digital

mapping, and spatial information systems, and they are partic­ularly useful in mapping for engineering applications. How­ever, commercial photogrammetric instrument manufacturersand research institutions have been slow to exploit this poten­tial. Many on-line digital mapping systems have been described(Hoehle and Jakob, 1981; Erez and Dorrer, 1984; Marckwardtand Murai, 1984), but the profession has been slow to acceptreal-time interfaces which fully utilize feedback concepts inphotogrammetry, digital mapping, and geographical informa­tion systems. Photogrammetry has been used off-line for manyyears in engineering applications (e.g., Veress and Sun, 1978;Faig, 1972). More recently, on-line and real-time measuring sys­tems have been used (Powell, 1984; Armenakis, 1984; Armen­akis and Faig, 1987; El-Hakim, 1986; Haggen and Leikas, 1987).Real-time graphical interfaces can only be fully exploited in con­junction with analytical plotters or all-digital systems. This typeof interface can be of value in two subject areas. First, in thegraphical display of data collected on an analytical plotter, andsecond, in the superimposition of graphical data back into thephotogrammetric model.

Chen (1986) has described interactive graphics interfaces de­veloped to operate with a Wild BC2 and a Zeiss PLANICOMPanalytical plotters. Real-time graphical superimposition has beendescribed by Uffenkamp (1986) and Reinhardt (1986) for theZeiss PLANICOMP analytical plotter. Real-time stereo graphi­cal superimposition has been discussed by Beerenwinkel et al.(1986) and by Schneeberger and Burgermeister (1987) for theWild SYSTEM 9 analytical stereoplotter. Greve and Molander(1987) have described the APPS-IV system with stereo graphicalsuperimposition.

The aim of this paper is to examine the principles involvedin the use of real-time three-dimensional graphics interfaces indata collection and quality control in photogrammetry, digitalmapping, and spatial information systems. Emphasis will beplaced on three-dimensional interfaces, while graphical super­imposition, which is a two-dimensional interface will not bediscussed. This paper will examine, discuss, and illustrate someresults, obtained for engineering purposes, using a three-di­mensional graphics interface implemented in the Photogram­metric Analysis Laboratory at Purdue University.

ON-LINE AND REAL-TIME SYSTEMS

There is a fundamental difference between on-line and real­time systems, and the difference between the two is frequentlymisunderstood. Systems can be on-line and real-time at thesame time, but not every on-line system operates in real-time.

One essential difference between on-line and real-time sys-

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING,Vol. 54, No.9, September 1988, pp. 1313-1317.

terns is one of response time to a query. El-Hakim (1986) hasdefined a real-time system in photogrammetry as "a systemwithout interruptions, or appreciable time lags, between ac-quiring the image and the final product.". .

Another important difference between real-time and on-lmesystems is in the feedback domain .. Fe.edback IS a n~cessary

component of a real-time system whIle It IS not e.ssentIal to anon-line system. Erez and Dorrer (1984) have recogruzed the valueof feedback in real-time systems by stating, "Data have to beverified during the process of digitizing, ~herever possible. A'fully interactive system' allows the correc~l?n ?f err?r~ m real­time. A non-interactive system makes venficatIon difficult andinconvenient." A non-interactive system may be representativeof on-line or off-line processing.

A REAL-TIME PHOTOGRAMMETRIC MAPPING SYSTEM

The photogrammetrist working in a pro?uction environmentmay be faced now or in the near future With the purc~ase andimplementation of graphical interfaces. One of the pnme .con­cerns is system configuration. Another concern IS the mamte­nance of maximum quality control in a production environment.

Figure 1 shows conceptually the config~ration of a. syste~.The analytical plotter is shown in the configuratIo~WIth a dI~­

tributed computer system. The burden of the analytical plotter sreal-time loop is, therefore, taken off the host processor. Ideally,the host processor should run under a multi-tasking .operatingsystem to address the analytical plotter an? the graphIcs systemwithin a short time frame. In the mappmg process, a three­dimensional database is stored in the host computer and trans-ferred to the graphics system in real-time. .

In each model, the assumption is made that a real-time pho­togrammetric model exists on the analy~ical plotter, an~ thatthe photogrammetric model is fully onented. Three-dlme~­

sional data are digitized on the analytical plotter and stored ma three-dimensional data base. It is also assumed that the graph­ics system operates in the same coordinate system tha.t is usedin the analytical plotter and that the photogrammetnc modelcoordinate system of the analytical plotter prOVIdes the refer­ence system for the whole network. Furthermo~e, the real-timeinterface system to the analytical plotter should Insure adequateresponse time, less than a few seconds, for qualIty assurancemodeling.

GRAPHICS SYSTEMS

Graphics systems can be classified as two-dimensional or .three­dimensional by the way they display info~matio.n on a displayscreen. Display screen surfaces are two-dImensIOnal. The realworld which is mapped in surveying is three-dimensional, ~utthe map produced of the real world is a two-dimen~ional entitywith the third dimension (2) represented as an attnbute on themap.

0099-1112/88/5409-1313$02.25/0©1988 American Society for Photogrammetry

and Remote Sensing

Page 2: Photogrammetry and Real-Time Graphics in Engineering ...mensional graphics interface implemented in the Photogram metric Analysis Laboratory at Purdue University. ON-LINEAND REAL-TIMESYSTEMS

1314 PHOTOGRAMMETRlC ENGINEERING & REMOTE SENSING, 1988

REAL - TI ME PROCESSOR

OEOICATEO HOST PROCESSOR

~.".

IIII

FIG. 3. Additional views used in three-dimen­sional graphics.

coordinates. Clipping ensures that nothing is displayed outsideof the viewport.

One of the benefits of computer graphics is the ability to drawpictures of three-dimensional objects. The basic problem inmaking a picture of a three-dimensional object is representingthe third dimension, depth, on a two-dimensional screen. Thecommon approach is to make a perspective or isometric draw­ing of the object. In a three-dimensional system, the user canusually understand the object in the perspective view, but it isdifficult to obtain precise distance and depth relationships froma single view. In engineering, it is common practice to generatethree additional views-a top view, a side view, and a frontview - which are shown in Figure 3.

There is a tendency in production environments to use on­line mapping with the digital map displayed as a two-dimen­sional entity on a two-dimensional display screen. While thistype of system has been common in the past with analog plot­ting instruments, there is an increasing tendency for productionenvironments to use analytical plotters. Systems which haveworked well in the past with analog instruments and will stillwork with analytical plotters may require some redesign foroptimum production.

The introduction of the analytical plotter also brings the con­cept of feedback into the mapping domain. Maximum produc­tion from an analytical plotter can only be achieved by fullyutilizing feedback. The ability to use feedback depends on theconfiguration of the graphics system.

Feedback enters the system because it is desirable to correctany plotting error seen on the graphics screen in situ as closeto the error source as possible. The error is corrected by pointingto the mistake with the graphics pointer. With a three-dimen­sional graphics file, the stage plates of the analytical plotter aredriven to the point where the mistake was made. No parallaxappears in the real-time photogrammetric model and the modelremains intact and complete. The mistake can, therefore, beimmediately corrected. On the other hand, a two-dimensionalgraphics file does not have the same feedback capabilities. Whenthe stage plates are driven to the point of error, parallax appearsin the photogrammetric model because the Z value cannot berecovered from a two-dimensional file where it has been con­verted into an attribute.

The interface between the analytical plotter and the graphicssystem attempts to solve five of the problems in digital map­ping. First, data are collected in their true geometric form andused in a three-dimensional database; second, the collection ofraw data can proceed at a rate much faster than traditionalanalog mapping; third, some blunders can be detected in situ

FOUR PARAHETEA

TRANSFORHAT ION

TWO-DIMENSIONALGLOBAL COORDINATES

TOP VIEW

SlOE VIEW

RIGHT

STAGE

PLATE

r---- I

,l, ,\OCULARS

ENTITY

LEFT

STAGE

PLATE

FRONT VIEW

WORKSTAT ION

ISOMETRIC VIEW

lL~?JTVO-DIMENSIONAL

DISPLAY COORDINATES

THAEE·OIHENSIONALGLOBAL COQROJNATES

fI OBJECT

I~· //87,,/ L--=./WINDOW

- »x

FIG. 2. Transformations from global coordinate system to display co­ordinate system.

FIG. 1. Graphics model.

ANAL YT I CAL PLOTTER

OATA

ti

,..-----------------------------------------------------., ,i THREE-DIMENSIONAL :

L----+----1' OATA BASE ::---+-----'

, '1 -----------------------------------------------I

A two-dimensional graphics display is, therefore, a replica­tion of the analog mapping process which has been practicedfor many years. In a two-dimensional graphics system, the endproduct, a digital map, is displayed in two-dimensions on atwo-dimensional display screen. An orthogonal transformationis used to reduce the three-dimensional real world to a planeprojection with elevation data shown as a labeled attribute. Afour-parameter transformation is then used to convert the planeprojection mapping into the display system. Figure 2 shows adiagram of the operations involved. The mapping is describedby a window in ground coordinates and a viewport in display

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PHOTOGRAMMETRY AND REAL-TIME GRAPHICS 1315

ISOMETRIC

FRONT

TOP

SIDE

n • s

FIG. 4. Contour map of Gais area of Switzerland displayed in a three-dimensional graphics file.

at the' time they are created; fourth, all data collected are ref­erenced to a geodetic framework; and fifth, edge matching be­tween map sheets is performed at the time of data collection.

IMPLEMENTATION OF THE GRAPHICS MODEL

A Kern DSR-1 analytical plotter was interfaced to an Inter­graph 751 graphics system. The interface allows data collectedon the analytical plotter to be displayed in real-time on theIntergraph InterMap workstation. The Intergraph design file isconfigured as a three-dimensional file with the top view as thedefault view. The other views can be configured in any order.Two cursors appear on the display screen, one belonging to theanalytical plotter and the other to the workstation. The cursorfrom the analytical plotter is confined to the default top view,while the workstation cursor can operate in any view. Data arestreamed across the interface and recorded in all four viewssimultaneously. Figure 4 shows a contour map of Gais area ofSwitzerland as it appears simultaneously in the top, isometric,side, and front views.

Three-dimensional graphics displays have considerable ben­efits over two-dimensional displays in the field of digital map­ping. Multiple views are a benefit in many engineeringapplications. In some engineering tasks, cross sections are usedfor volume calculations. Cross sections are collected by profil­ing. In profiling, a two-dimensional graphics display will showa line passing over the windowed area if the cross section isstored in a two-dimensional file. In a three-dimensional file, theside view allows the actual profile to be displayed. This canclearly be seen in Figure 4.

Three-dimensional graphics displays can also be used in coastalengineering models. Figure 5 shows a test plot of a coastal areaof Lake Huron mapped to evaluate the potential of the graphicssystem to provide data for coastal erosion models. In engineer­ing, coastal erosion models have traditionally been tested bycollecting a large number of cross sections in the field.

Data required in the coastal environment are mapped into athree-dimensional graphics file. Photography is flown parallel

to the coast with the maximum amount of land possible on themodel to obtain good restitution in the photogrammetric model.Data are mapped into the graphics system configured as a three­dimensional file with the top view as the default view, and theside view, the front view, and the isometric view as additionalviews. In the example shown, the top view represents the tra­ditional two-dimensional map, the isometric view representsthe view that planners and decision-makers prefer, the sideview represents the profile, and the front view represents theview from the lake.

DOCUMENT REVISION AND INTEGRATION

Data used in engineering applications are rarely collected inthe same time frame or with the same spatial precision or onthe same coordinate basis. Integration of different types of datainto a uniform base is a common problem. Frequently, the dataare stored in the analog form of maps, plats, or building plans,and there is no indication as to the quality of the document.The real-time interface between an analytical plotter and agraphics system, described and implemented here, is used totest the validity of existing documents.

Existing maps are digitized into a three-dimensional graphiCSfile. Plats, which rarely show coordinates, are also digitized iffeatures shown on the plat are identifiable in the photogram­metric model. The feature is plotted from the photogrammetricmodel into the three-dimensional graphics file, and coordinatesare obtained from the graphics file using the tentative buttonon the cursor. These coordinates are used as control values todigitize the plat. Three-dimensional digitization can be into anydisplay view but, with a map and a plat, it is more convenientto digitize into the top view. With building plans, where ele­vation diagrams are given, digitization is easier into the frontand side views.

For a map, the Z value is set for each feature at a differentelevation and digitization is performed in the same manner astwo-dimensional digitization. Once all or part of the map isdigitized into a three-dimensional file, the precision of the doc-

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1316 PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING, 1988

ISOMETRIC

FRONT

TOP

SIDE

FIG. 5. Three-dimensional graphics display of part of coast of Lake Huron, Michigan.

FRONT

ISOMETRIC TOP

SIDE

FIG. 6. Three-dimensional display of part of Civil Engineering Building, Purdue University.

ument is checked by driving the stage plates of the analyticalplotter, functioning in real-time, to the point of interest. Dis­crepancies are measured between the digitized existing map orplat and the restituted photogrammetric model. The photo­grammetric model can be from the time frame of the documentbeing evaluated or from a different time frame. By analogy,

building elevation plans could be tested by using industrialphotographs of the building restituted in the analytical plotter.

Figure 6 shows an application of the real-time mapping sys­tem discussed in this paper in integrating data. A common re­quirement is to develop a spatial information system for anindustrial plant or a university. Existing documents, in the form

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PHOTOGRAMMETRY AND REAL-TIME GRAPHICS 1317

of building plans, plats, or as built plans frequently exist, butthere is no relationship between these different analog forms.Figure 6 is a three-dimensional plot of part of the Civil Engi­neering building at Purdue University, which demonstrates thecombination of aerial photographic data and building plan datainto a single file.

Aerial photography was flown of the campus in 1984. Sig­nalized targets were marked on the sidewalks and coordinatedbefore the photography was flown. Aerial photographs wereplaced in the analytical plotter and points on the roof of thebuilding, which could be recognized on the building plans, weredigitized and displayed on the graphics system in a three-di­mensional file. The height of the building beneath these controlpoints was determined from the building plans and a verticalline was placed in the graphics file at these points. Controlcoordinates were thus established for points on the top andbottom of the building. The control coordinates were used todigitize the building plans into the three-dimensional file. Dig­itization can be performed into any view in the graphics system.The building plans were digitized into the top view for plandrawings and into the front or side views for elevation draw­ings.

CONCLUSIONS

A real-time photogrammetric mapping system developed andimplemented in the Photogrammetric Analysis Laboratory atPurdue University has been described. Several examples of real­time mapping have been given. The potential of such a systemcan be extended to various other applications. The feedbackfrom the graphics can be used to locate and check ground con­trol points in aerial triangulation and industrial photogram­metry. The system can be used in digital terrain modeling. Datapoints can be collected on optimum driving paths and contoursinterpolated as the points are collected. In the future, it is be­lieved that map production environments will change to three­dimensional displays of digital data once the advantages of suchsystems have been realized.

ACKNOWLEDGMENTS

The Photogrammetric Analysis Laboratory was partially sup­ported by an equipment grant, number DAA29-85-G-0026, fromthe U. S. Army Research Office.

REFERENCES

Armenakis, c., 1984. Deformation Measurements from Aerial Photo­graphs, International Archives of Photogrammetry and Remote Sensing,Vol. 25, Part A5, Commission 5, pp. 39-48.

Armenakis, c., and W. Faig, 1987. Sequential Photogrammetry for

Monitoring Displacements, Proceedings of ASPRS-ACSM AnnualMeeting, Vol. 7, Non-Topographic Photogrammetry, Baltimore, pp.62-70.

Beerenwinkel, R., et aI., 1986. Real-Time Stereo Injection for Photo­grammetric Plotting, Presented Paper, International Society for Pho­togrammetry and Remote Sensing, Commission 4, Edinburgh.

Chen, T. c., 1986. The Interactive Graphics System on the AnalyticalStereoplotters for Digital Maps Editing, Proceedings of the SymposiumFROM ANALYTICAL TO DIGITAL, ISPRS, Commission 3, Rovan­iemi, Finland, pp. 123-133.

EI-Hakim, S. F., 1986. Real-Time Image Metrology with CCD Cameras,Photogrammetric Engineering and Remote Sensing, Vol. 52, No. 11, pp.1757-1766.

Erez, M. T., and E. Dorrer, 1984. Photogrammetric Data AcquisitionUsing an Interactive Computer GraphiCS System, PhotogrammetricEngineering and Remote Sensing, Vol. 50, No.2, pp. 183-188.

Faig, W., 1972. Photogrammetry and Hydraulic Surfaces, Journal of theSurveying and Mapping Division, ASCE, Vol. 98, No. SU2, pp. 145­156.

Greve, C. W., and C. W. Molander, 1987. The Architecture of the APPS­IV Analytical Plotter, Technical Papers of the ASPRS-ACSM AnnualConvention, Vol. 2, Photogrammetry, Baltimore, pp. 208-215.

Haggren, H., and E. Leikas, 1987. Mapvision: The PhotogrammetricMachine Vision System, Photogrammetric Engineering and RemoteSensing, Vol. 53, No.8, pp. 1103-1108.

Hoelhe, J. K., and A. Jacob, 1981. New Instrumentation for Direct Pho­togrammetric Mapping, Photogrammetric Engineering and RemoteSensing, Vol. 47, No.6, pp. 761-767.

Marckwardt, W., and S. Murai, 1984. Computer-Assisted StereoplottingSystem CASP, International Archives of Photogrammetry and RemoteSensing, Vol. 25, Part A5, Commission 2, pp. 361-367.

Powell, G. E., 1984. The Use of Photogrammetry in the Manufacture ofHigh Performance Aircraft, International Archives of Photogrammetryand Remote Sensing, Vol. 25, Part A5, Commission 5, pp. 622-626.

Reinhardt, W., 1986. "Optical Superimposition of Stereo Model andGraphical Information as a Tool for OEM Quality Control, Pre­sented Paper, International Society for Photogrammetry and RemoteSensing, Commission 4, Edinburgh.

Schneeberger, R., and W. Burgermeister, 1987. The New Wild System9 Analytical Plotter Workstation S9-AP, Technical Papers of the ASPRS­ACSM Annual Convention, Vol. 2, Photogrammetry, Baltimore, pp.180-189.

Uffenkamp, V., 1986. Improvement of Digital Mapping with GraphicsImage Superimposition, Proceedings of the Symposium FROM ANA­LYTICAL TO DIGITAL, ISPRS, Commission 3, Rovaniemi, Finland,pp. 665-671.

Veress, S. A., and L. L. Sun, 1978. Photogrammetric Monitoring of aGabion Wall, Photogrammetric Engineering and Remote Sensing, Vol.44, No.2, pp. 205-211.

(Received 27 December 1987; accepted 12 February 1988; revised 13 May1988)

Geographic Information Systems Seminar

Metro Toronto Convention Centre, Toronto, Ontario, Canada3-5 October 1988

The theme for this year's seminar is "Data Sharing-Myth or Reality." The seminar will focus on the benefits and issues associatedwith the sharing of digital data between agencies. In addition to having internationally recognized speakers, the seminar will includeexhibits of the latest in GIS hardware and software.

For further information please contactJohn Houweling, Acting ManagerGIS Applications & Technology TransferSurveys, Mapping & Remote Sensing BranchMinistry of Natural Resources90 Sheppard Avenue East, 4th FloorNorth York, Ontario M2N 3A1, CanadaTele. (416) 733-5113


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