| 
  
    | Article of the Month - 
	  May 2008 |  Pictometry: Potentials for Land AdministrationDr. Mathias LEMMENS, Christiaan LEMMEN and Martin 
		WUBBE, the Netherlands
		 This article in .pdf-format
		(12 pages and 368 kB) 
		1) This paper was originally 
		prepared for and presented at the 6th FIG Regional Conference in San 
		José, Costa Rica 12-15 November 2007. Key words: Pictometry, oblique images, photogrammetry, 
		cadastre and land registration, topographic mapping. SUMMARY The Netherlands' Cadastre, Land Registry and Mapping Agency 
		(Kadaster) performed a research to the potentials of the Pictometry 
		technology for cadastral purposes in close co-operation with the GeoTexs 
		company from Delft, The Netherlands and Blom Info, Copenhagen, Denmark, 
		part of the Blom Group. Blom Group has an exclusive license to apply 
		Pictometry technology in Europe. Data capturing with this technology 
		will be executed for all 50.000+ inhabitants cities in Europe. The 
		patented technology allows users to easily and efficiently view and 
		measure in ortho images and oblique images and enables creation of a 
		much richer database of the real world while the images can be processed 
		in existing GIS environments. In the research Pictometry images were 
		used captured in 2006 and covering the entire territory of Apeldoorn 
		municipality, The Netherlands. The map data consists of: (1) boundary 
		lines of objects of Top10Vector and Top25 Raster, (2) feature lines of 
		the Large Scale Base Map of the Netherlands (GBKN) and (3) cadastral 
		map. Our tests reveal that the accuracy of taking location measurements 
		in ortho-images is 19cm and in ortho-images 86cm, expressed in terms of 
		root mean square error. The accuracy of the elevation component depends 
		on the accuracy of the underlying DEM. Although Pictometry technology 
		has been announced as a visualisation tool, not as a surveying tool, the 
		above measures demonstrate that photogrammetric surveying accuracy can 
		be achieved. Within a cadastral context Pictometry may serve as aid in 
		splitting parcels and carry out parcel formation. Furthermore, it 
		appears to be a suitable tool for (1) preliminary boundary determination 
		via notary, (2) building registration and (3) communication from 
		government to citizen.
		 1. INTRODUCTION Pictometry is an aerial image acquisition and data processing 
		technology developed and patented by US-based Pictometry International 
		Corp, headquartered in Rochester, New York. The essential difference 
		with conventional airborne photogrammetry is that in addition to 
		vertical also oblique images are taken, which is enabled by a sensor 
		system consisting of five cameras, one directed nadir (image plane 
		approximately parallel to terrain), the others viewing forward, 
		backward, left and right (Figure 1). The viewing angle for all sideward 
		looking cameras is approximately 40 degrees off-nadir (Figure 2). The 
		(mutual) geometry of the five cameras is accurately calibrated, 
		potentially providing, in conjunction with today’s advanced computer 
		technology many new application prospects. The dynamic range of the grey 
		values is 12 bits enabling to carry out surveys under unfavourable light 
		conditions. The present standard approach stems from US homeland 
		security purposes and includes a flying height for neighbouring images 
		of 3,000 feet (1,000m) and for community images 6,000 feet (2,000m) and 
		pixel size 6 inches (15cm) and 1 foot (30cm), respectively. In oblique 
		images the pixel size varies from 10cm at the bottom to 18cm at the top 
		of the image. The standard products acquired by Blom Group of Europe are 
		usually neighbourhood images. Up to 16 square kilometre can be acquired 
		per hour and every 1.5 seconds photos are taken. Each image consists of 
		6MB of data while each square kilometre is covered by around 50 views, 
		that is around 310mb of data. Each point on the ground is visible in up 
		to 18 oblique images, provided absence of occlusion (point is not 
		visible because it is concealed by another object in the line of view). 
		Direct geo-referencing is enabled through the onboard, integrated GPS 
		and Inertial Navigations Systems (Applanix, a subsidiary of Trimble).
		 
		 Figure 1. The Pictometry camera sensor systems consists of five 
		cameras, one directed nadir, the others viewing forward, backward, left 
		and right (Image Courtesy: Blom Group).
 In the standard approach, vertical images have a 30% along track 
		overlap. This is sufficient to ensure that no gaps occur due to 
		unplanned movements of the airplane but not enough to allow 
		stereo-viewing and mapping. As from October 2006 onwards, Blom Group has 
		modified the standard approach to 60% along track overlap, which allows 
		for stereo viewing. To create orthoimages from non-stereo vertical views 
		a Digital Elevation Model (DEM) is required. In the Netherlands the 
		existing AHN (Actuele Hoogtebestand Nederland) is used. In the case of 
		stereo-images, DEMs can be semi-automatically extracted from the 
		overlapping images, using image matching techniques. Pictometry images 
		are provided as an integrated library to be used with the Electronic 
		Field Study (EFS), which is software to view and measure both ortho and 
		oblique images and to navigate and find a required location.  The ongoing Pictometry project, currently the largest 
		image-acquisition project in Europe, aims at creating a standard 
		database of oblique and ortho-aerial imagery covering every town in 
		Europe with more than 50,000 inhabitants, a total of over nine hundred 
		towns, the first and main customer is Microsoft. By the end of September 
		tens of cities in the Netherlands are already available (http://maps.live.com;
		http://local.live.com). An 
		interesting feature of the business model is that, anticipating growing 
		interest in geo-information on the part of non-conventional users and 
		partly induced by the success of Google Earth, Blom first acquires the 
		images and then approaches potential customers. Anyone can then take out 
		a licence to use the standard image library for a price per square 
		kilometre. The standard list price is presently Euro 250/km2 annually 
		but depends on, amongst others, volume ordered and time span of 
		subscription. Image acquisition without ordering at forehand is a 
		business model gaining popularity; for example, Cyclomedia, which 
		captures terrestrial photographs from a car platform, has also adopted 
		this capture-prior-to-order model. And of course, this model already 
		exists for decades for Earth observation from satellites. 
		 Figure 2. Oblique view from the North on main building of 
		Kadaster in Apeldoorn.
 Cadastral Applications in Europe Although a recent technology, Pictometry has already attracted the 
		attention of several cadastral institutes in Europe. The Spanish 
		cadastre has started a project in which they use Pictometry ortho images 
		for detecting illegal buildings along the Mediterranean coast as an aid 
		to monitoring urban growth. Spain has a good mapping record: 40% of 
		urban areas are on scale 1:1,000. No use is made of a standard product, 
		but the images are acquired in dedicated surveys. The ortho images have 
		a Ground Sampling Distance (GSD) of 10cm. Also the Danish Cadastre (KMS) 
		has shown interest in Pictometry. IGN France and Ordnance Survey in 
		England are resellers of the product.  Aim of the Research The research aimed at investigating whether and if yes, how, Kadaster 
		might benefit from the Pictometry technology within the framework of its 
		ambitions and vision on the future. The following questions have been 
		addressed: 
			Achievable accuracyInformation contentAddition of geo-referenced oblique images to conventional 
			airborne photogrammetryPossibilities to support the definition of preliminary cadastral 
			boundaries and measuring newly created cadastral boundariesCosts  2. CHARACTERISTICS OF PICTOMETRY One may ask what does Pictometry technology add to traditional aerial 
		photogrammetry? In principle just oblique images are added, and there is 
		nothing new about that. In the past the process of extracting accurate 
		geometric information from aerial images was restricted technologically 
		and could only be done on a production scale by using vertical images. 
		Much emphasis was on using vertical images measuring stereoscopically 
		and the whole image acquisition and measuring process was adapted to 
		this. Compared to carry out measurements in mono nadir images, measuring 
		in stereo images brings the following advantages: (1) acquisition of 3D 
		coordinates without support of a Digital Elevation Model, (2) better 
		interpretation, (3) higher precision is achievable because points can be 
		better identified. Today the geometry of the sensors can be calibrated 
		accurately, direct geo-referencing can be done through GPS and inertial 
		navigation systems while complex geometric transformations can be 
		carried by computer and additional information sources, in particular 
		high resolution, accurate DEMs, can be easily incorporated by 
		computational means. As a result, extraction of relatively accurate 
		geometric information from oblique images is now possible. The biggest 
		advantage of oblique images compared to vertical images is better and 
		more intuitive interpretation. Interpretation of vertical images 
		requires training and craftsmanship while the interpretation and taking 
		measurements in oblique images can be done after a short training. This 
		statement has been confirmed in our tests. Oblique images make aerial 
		information thus accessible to a large, non-professional user group, 
		such as officers at municipalities to support their actual tasks. 
		Measurements which can be carried out on the oblique images include 
		height, distance, area, location and elevation. Volume of, for example, 
		buildings although in principle possible, can not yet be determined by 
		the EFS software. Both the ability to observe the environment from an 
		oblique viewpoint and the ability to take measurements provides many new 
		applications for a variety of user groups. Table 1 provides a 
		non-limited list of possible applications within the context of 
		Kadaster. 
		 Table 1. Possible applications of 
		Pictometry
Pictometry versus Microsoft’s 
		local.live.com   What does a license for using Pictometry products, which is rather 
		expensive, add to using the same images available at Microsoft’s 
		local.live.com website for free? Actually, the two scenarios are not 
		comparable at all. First of all, the availability of images and areas 
		are completely determined by Microsoft; images may be available but not 
		yet included on the website. Furthermore, and more importantly only the 
		oblique images are available, not the ortho-images with as consequence 
		that no stereo-images will be available. Another major drawback is that 
		users are not enabled to carry out measures on the images and to use 
		them as a navigation tool for example to access other data sets. In 
		short: Microsoft’s website local.live.com enables just viewing of weakly 
		geo-referenced oblique images.  3. TESTING AND RESULTS A laboratory environment was created, including a stand along 
		computer on which all data and the pictometry software (EFS) was 
		installed. Furthermore, two regular computers with internet connection 
		were available. In addition to Pictometry images of Apeldoorn digital 
		maps were installed on the stand alone computer; all maps were 
		transformed to WGS84. All map data contained geometry of objects; the 
		attribute data were removed to ease testing. The map data included:  
			Boundary lines of objects of Top10Vector and Top25RasterFeature lines of the Large Scale Base Map of the Netherlands 
			(GBKN)Cadastral map.  
		 Figure 3. Cadastral map (black lines) superimposed on Pictometry 
		ortho-image.
 Accuracy Assessment To answer research question 1 (estimation of the accuracy) a 
		comprehensive test was conducted by creating a test field of single 
		points around the Kadaster building of which the x,y coordinates were 
		determined by high-end GPS measurements. Well-identifiable points in 
		particular corners of white roads signs which contrast much with the 
		dark colour of the street asphalt were selected. As a measure of 
		accuracy the root mean square error (RMSE) of the x and y coordinates 
		were determined (Table 1). 
		 Table 1. Accuracy assessment of Ortho- 
		and Oblique images.
To determine the variability of measuring in different oblique 
		images, all GPS points visible in all oblique images were measured; one 
		to six measurements of the same point were carried out, depending on the 
		visibility and identifiably of the points in the diverse oblique images. 
		For 31 points two or more measurements could be carried out; the average 
		values and other statistics are shown in Table 2. 
		 Table 2, Statistics of measuring 
		identical points in different oblique images.
The achievable accuracy of the elevation component (elevation; 
		research question 2) depends on the accuracy of the underlying DEM.  Information Content Are Pictometry images suited as an aid for updating large scale 
		topographic maps? An experienced operator was invited to work for two 
		days with the Pictometry technology. He received the explicit tasks to 
		confront the information contents and functionality of Pictometry 
		technology with the work procedures he was used to update topographic 
		maps at TD Kadaster, the following advantages were found: 
			With 15cm GSD the resolution of pictometry images is more than 
			twice as high as the images used by TD (36cm), the better sharpness 
			improves interpretationOblique images enable to look “underneath” objects which 
			improves the quality of attribute assignment (Figures 4)The height measuring tool improves attribute assignmentOperating EFS software is easy and intuitiveHaving available the topographic map on screen improves the work 
			process because of the better orientation capabilityColour information adds value during attribute assignment  
		 Figure 4. Left, Oblique image enables to recognize that the trees 
		are located at the left side of the ditch. Right, Oblique image showing 
		a corridor connecting two buildings, hanging free in space.
 Shortcomings are related to viewing images in mono-mode and include: 
			Reconstruction of the footprint of buildings is very difficult; 
			only the edges of roofs are visible. In some practical situations 
			the footprint and “roofprint” are differentDiscontinuities are difficult to recognize in mono-images, 
			although an impression of height differences can be obtained by 
			using several oblique images, but this is time-consumingIn general mono images lose an important visual clue (depth) 
			compared to stereo images. Absence of the stereo component is, as 
			earlier stated, not a characteristic of the Pictometry technology 
			itself, but of the standard products delivered.  
		 Figure 5. Projection of GBKN lines into oblique image.
 The functionality of the EFS software is compared to digital 
		photogrammetric workstation software rather modest: 
			No possibility to extract polygons, an important feature for 
			topographic map updatingWhen switching from the one oblique image to the other often 
			requires scrolling to get the concerning object in centric screen 
			view; this is time consuming and labour intensiveThe ability to project the digital topographic map into oblique 
			images is in general not of much use because the correspondence 
			between both may be weak as a result of occlusion of the ground area 
			by mainly buildings, which leads to a confusing view (Figure 5)Direct mapping of features and their attributes on colour images 
			is not feasible, because attributes are assigned to features in the 
			form of colour codes which are difficult to observe on colour 
			images. Furthermore, black/white images do have a better contrast.
			 Parts of the above shortcomings in functionality may be resolved by 
		plugging EFS into GIS packages such as Geomedia and ArcGIS, for which 
		plug-ins have been developed. Such plugs-in were not used in our tests.
		 GBKN Use  In the GBKN context, Pictometry technology could be used for: 
			Checking, editing and completion of the automated created 
			polygons in the process to enhance the GBKN from a line-oriented 
			data base to an area-oriented database. This can be done manually by 
			superimposing the GBKN on the ortho-images, while keeping the 
			oblique images at hand in the form of thumbnails as an additional 
			interpretation aid As source to add manually object codes to the polygonsAs an additional information for the surveyor while being in the 
			terrain for retrieving the location of pipelines, sewerages, 
			telephone line and other utilities. Using the ortho images as a 
			backdrop, the GBKN and the utility map can be superimposed on the 
			images. Since the different data sets can be merged with high 
			accuracy, measures can be derived such as the distance from a road 
			edge visible on the ortho image and an utility line element visible 
			in the map.  Cadastral Use  When a party buys a part of an existing cadastral parcel, the parcel 
		has to be split into two entities and the boundary between these 
		entities measured. How can Pictometry technology support this process? 
		After signing the transaction act at the notary, the splitting of 
		parcels is usually down in two stages. First the buyer and seller carry 
		out boundary addressing in the presence of a cadastral land surveyor. 
		Next the surveyor measures the boundary in the terrain. Sometimes both 
		actions are carried out simultaneously; immediately after boundary 
		addressing the surveyor measures the boundary, but there might also be a 
		(large) time delay between both. Furthermore, boundary addressing is 
		usually not carried out immediately after signing of the transaction act 
		at the notary, there is a time delay which may appear too long for some 
		parties. Therefore, these parties will carry out boundary splitting 
		prior to going to the notary. In 2006 the cadastre processed 85,000 
		transaction acts in which a part of a parcel was delivered to a buyer, 
		thus requiring parcel splitting; 25,000 of these were split prior to 
		establishing the notary act; that means about 30% of splitting is 
		subject to prior land surveying of the boundary. The situation in The 
		Netherlands is quite exceptional. In the most countries splitting of the 
		parcel has to take place before the transaction act. The measurement and registration of cadastral boundaries serves two 
		tasks 
			to enable splitting so that new parcels can be created and 
			registered in the archives of Kadaster. Not only the measurement 
			values are stored but the new boundary is also drawn on the 
			cadastral map which serves as an index entry to the registersReconstruction of the boundaries between properties sufficiently 
			accurate, sufficient often meaning in practice at the centimetre 
			level. Given the accuracy level determined within the accuracy tests 
			described above, Pictometry technology will be unable to serve that 
			aim. Although Pictometry technology is not suited for the last task, it 
		may serve the first task as an aid in splitting parcels and parcel 
		formation by preliminary boundary determination. The reason for prior 
		splitting is usually not to arrive at an accurate boundary description, 
		but to establish the new parcels immediately after passing the notary 
		act. So, the time delay between passing of the transaction act and 
		parcel formation is crucial because it is often undesirable. 
		Furthermore, the separation of boundary addressing and actual boundary 
		measurement is experienced by many as annoying. Given the above 
		practices it would be beneficial when a system would be at hand which 
		enables to carry out boundary addressing and subsequent parcel formation 
		directly at the notary during and as an integral part of the transaction 
		ceremony. Our tests demonstrate that such a procedure could be based on 
		Pictometry technology (Figure 6). 
		 Figure 6. Identification of preliminary boundaries (red and 
		yellow) in Pictometry ortho-image.
 3. COST CONSIDERATIONS
 The cost considerations are of a general nature, because the research 
		did not intend to incorporate Pictometry technology as a replacement in 
		an existing production process. Suppose for comparison purposes that the 
		whole of the Netherlands would be flown once in every two years, which 
		is presently the standard schedule for updating TOP10 by TD Kadaster and 
		that the standard list price has to be paid to acquire the images: 250 
		euro per square kilometre per annum. The land area of the Netherlands is 
		around 35,000 square kilometres. So, the entire territory of the 
		Netherlands can be captured for a cost of Euro 8.75 million per annum. 
		When we restrict cost calculations to the major cities (50,000+ 
		inhabitants), which is the present standard approach, just 4,300 square 
		kilometres have to be captured resulting in a total investment of around 
		Euro 1 Million per annum.  The Topographic Survey out-sources the aerial surveys necessary to 
		capture the entire territory of the Netherlands by photographs for 
		Topographic Map updating. The costs are around Euro one million for 
		capturing the whole territory of the Netherlands at a resolution which 
		is, more than two times less than Pictometry images (36cm versus 15cm), 
		while the flying height is three times less (3km versus 1km). For that 
		amount the Topographic survey receives stereo film images (black/white 
		or colour) at scale 1:18,000 which are scanned with a GSD of 36cm. In 
		recent contracts the images may also be acquired directly in digital 
		format in colour with a GSD of 27cm.  4. CONCLUSIONS & RECOMMENDATIONS Pictometry technology is a very promising technology when viewed from 
		the broader perspective of the ambitions of Kadaster. The costs of 
		Pictometry technology for covering the urban areas in the Netherlands 
		(50,000+ inhabitants) is Euro 1Million on an annual basis. As a result 
		Pictometry technology can be beneficially and cost-effectively applied 
		when it serves several (future) tasks of Kadaster and in a broader 
		perspective the geo-information needs of the whole of the Netherlands. 
		More importantly, Pictometry technology might serve as an engine and 
		catalyser to fulfil the ambitions of Kadaster to become the principal 
		supplier of real estate and geo-information within the Netherlands. The 
		opportunities offered by this emerging technology should be particularly 
		valued from that perspective.  A better understanding of all possibilities and opportunities of 
		Pictometry technology in the context of the present and future tasks of 
		Kadaster, requires further study. From the list of many possible 
		applications, the Board of Kadaster has selected three pilot studies:
		 
			Identifying preliminary boundaries via notary Building registrationCommunication citizens and government  They have been chosen because they are new or rather new for 
		Kadaster, while they fit within the ambitions of Kadaster and have a 
		high degree of actuality. The anticipated results of the first pilot 
		are: (1) better spatial orientation for all parties during transaction, 
		including buyer, seller and notary, (2) in many cases – say 50% - no 
		identification in the field will be required anymore, releasing buyer, 
		seller and surveyor, (3) the splitting and creation of the new parcels 
		can be realized immediately after passing of the act, (4), the cadastral 
		map and graphical indication of the new boundary superimposed on the 
		Pictometry image forms a new template for the surveyor, which can be 
		used prior to and during measurement in the terrain, and (5) an overview 
		of cost savings to be gained. The anticipated results of the second 
		pilot – building registration – include: (1) understanding of the 
		information required in the building register, (2) insight in which of 
		the required information can be extracted from Pictometry technology, 
		(3) development of a prototype to use Pictometry technology as a 
		navigation tool to access other (geo-spatial) databases, (4) definition 
		of the concerning work processes and (5) an overview of the costs 
		involved. The anticipated results of the third pilot include: (1) easier 
		access to data, such as BAG and WOZ data, over the internet, (2) level 
		of appreciation by customers, (3) overview of potential products to be 
		delivered over the internet and applications.  REFERENCES Lemmens, Mathias, Lemmen, Christiaan and Wubbe, Martin, 2007, 
		‘Possibilities of Pictometry Technology within Kadaster (Dutch 
		Cadastre)’, Internal report, The Netherlands' Cadastre, Land Registry 
		and Mapping Agency  BIOGRAPHICAL NOTES Mathias Lemmens. Dr. Mathias Lemmens holds a post at Delft 
		University of Technology, The Netherlands and operates, being principal 
		of the firm GeoTexs, as an international consultant and technical 
		advisor specially focused on emerging and developing countries and 
		specialised in the fields of remote sensing, photogrammetry, Lidar and 
		GIS. Geodesist by training, he has over twenty-five year's research, 
		lecturing and advisory experience. He has published over 300 articles 
		and a state-of-the-art book on Geoinformation Technology. He also serves 
		as editor-in-chief of GIM International.  Christiaan Lemmen, geodesist, graduated at the Delft 
		university of technology. He spent the 25 years before joining Kadaster 
		International in 2002 in information system design and development for 
		cadastral mapping, topographic mapping and land development. He is part 
		time associate professor at the International Institute of 
		Geoinformation Science and Earth Observation (ITC). Within FIG he holds 
		the position of chairman of a working group on pro poor land management. 
		He is a contributing editor of GIM International.  Martin Wubbe is within Kadaster International responsible for 
		the region Central and Latin America. He is a Delft-university graduated 
		geodesist who has about 25 years experience in managing substantial 
		projects for cadastral mapping, topographic mapping and land 
		development. He spent quite some years as project manager in the 
		America's. The last ten years, before joining Kadaster International in 
		2004 as a full staff member, he was responsible for land development 
		projects in the whole western part of the country.  CONTACTS Mathias LemmensDelft University of Technology and GeoTexs Delft
 Section GIS-technology
 Jaffalaan 9, 2628 BX Delft
 THE NETHERLANDS
 P.O. Box 5030, 2600 GA Delft, NL
 Tel. +31 15 2781042
 Fax: +31 15 2782745
 Email: 
		M.J.P.M.Lemmens@tudelft.nl
 Christiaan LemmenInternational Institute for Geo-Information Sciences and Earth 
		Observation (ITC)
 Hengelosestraat 99
 7514 AE Enschede
 THE NETHERLANDS
 Tel. + 31 53 4874523
 Fax + 31 53 4874575
 Email: 
		chrit.lemmen@kadaster.nl
 Web site: www.itc.nl
 Martin Wubbe and Christiaan LemmenThe Netherlands' Cadastre, Land Registry and Mapping Agency (Kadaster)
 P.O. Box 9046
 7300 GH Apeldoorn
 THE NETHERLANDS
 Tel. + 31 881833110
 Fax + 31 553557362
 Email: 
		Martin.Wubbe@kadaster.nl
 Chrit.Lemmen@kadaster.nl
 Web site: www.kadaster.nl
 
		 |