LIDAR- AND AR-BASED MONITORING OF EVOLVED BUILDING FAÇADES UPON ZONING CONFLICTS - MDPI
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sensors Article LiDAR- and AR-Based Monitoring of Evolved Building Façades upon Zoning Conflicts Naai-Jung Shih * and Yi Chen Department of Architecture, National Taiwan University of Science and Technology, Taipei 106, Taiwan; chrisiyi.216@gmail.com * Correspondence: shihnj@mail.ntust.edu.tw; Tel.: +886-(2)-27376718 Received: 13 September 2020; Accepted: 25 September 2020; Published: 1 October 2020 Abstract: Zoning conflicts have transformed Old Street fabrics in terms of architectural style and construction material in Lukang, Taiwan. This transformation should be assessed as a contribution to digital cultural sustainability. The objective of this study was to compare the evolved façades resultant from the changes made by the development of architectural history and urban planning. A combination of 3D scan technology and a smartphone augmented reality (AR) app, Augment® , was applied to the situated comparison with direct interaction on-site. The AR application compared 20 façades in the laboratory and 18 façades in four different sites using a flexible interface. The comparisons identified the correlation of evolved façades in real sites in terms of building volumes and components, pedestrian arcades on store fronts, and previous installations. The situated comparisons were facilitated in a field study with real-time adjustments to 3D models and analyses of correlations across details and components. The application of AR was demonstrated to be effective in reinstalling scenes and differentiating diversified compositions of vocabulary in a remote site. Keywords: markerless AR; LiDAR; old street heritage; building façade; architecture style; situated study; smartphone 1. Introduction The Old Street in Lukang is replete with historical buildings (Figure 1). Lukang had originally been reconstructed from a harbor before it assumed its current fabric. Its historical identity was reshaped from a place that could hardly achieve a thorough view of the sky, to a representative icon of cultural sustainability. Its tangible pattern of development can be traced back over 300 years. The fabric, which was created from the beginning to the current setting of support, was reshaped in an evolved manner. The long-term developed urban fabric has transformed the township with the landscape of the streets being reconstructed and conserved. This evolution, which occurred within each block, dramatically impacted the construction of building style. This transformation should be assessed as a fulfillment of cultural sustainability. The assessment of heritage can benefit from rapid technological advancements in such fields as human computer interaction, information modeling, construction, situated learning, tourism, and 3D data acquisition. For example, augmented reality (AR) has been widely and successfully applied in recent years. AR enables real and virtual information in an actual environment to be combined, registered, and interacted upon in real-time [1–3]. This interaction is particularly important in tacit knowledge, which is typically challenging to articulate to others [4]. Similar to case studies of environments prior to architecture design, AR can present virtual content with the real world around the user [5]. This virtual content can be created from models originated from the physical world with a high level of realistic appearance. The integration of three different modeling methodologies (TLS, GPR, 3D modelling) were Sensors 2020, 20, 5628; doi:10.3390/s20195628 www.mdpi.com/journal/sensors
Sensors 2020, 20, 5628 2 of 26 developed to create an educational app [6]. Users can explore reality with new layers of information using 2020, Sensors mobile 20, xAR applications FOR PEER REVIEWfor a novel interactive and highly dynamic experience [7,8]. 2 of 26 Figure Figure 1. Street Street scenes scenes of of the the Old Old Street Street in Lukang, Taiwan. AR applications This transformation have beenbesuccessfully should assessed as aimplemented fulfillment of in a broad cultural range of disparate sustainability. The assessmentfields, including navigation, education, industry, medical practice, and of heritage can benefit from rapid technological advancements in such fields as human computer landscape architecture [9–13]. Technically, information interaction, huge sets ofmodeling, input data have been situated construction, registered to reconstruct learning, tourism,accurate and 3D data 3D city models acquisition. for AR applications [14]. Moreover, extended reality and informative For example, augmented reality (AR) has been widely and successfully applied in recent years. models have been createdAR for architectural enables real andheritage virtual from scans toinbuilding information an actual information environment modeling to be (BIM), combined, virtual reality (VR), registered, and and AR [15]. interacted uponHeritage building in real-time information [1–3]. modeling This interaction (HBIM) embodies is particularly important complexity in surveying in tacit knowledge, and which preservation [16]. Geological view of relics and landscapes enhances the is typically challenging to articulate to others [4]. Similar to case studies of environments prior to social awareness of culture and the protection architecture design,of AR heritage [17]. virtual content with the real world around the user [5]. This virtual can present content can be created from models were Construction-specific studies madefrom originated thatthefocused physical onworldsafetywith with the finer a high level ofdetails of realistic VR/AR environment to attract significant attention [18], to simulate appearance. The integration of three different modeling methodologies (TLS, GPR, 3D modelling) the environmental context and spatio-temporal were developed to create constraints of various processes an educational app [6]. [19],Userstocan conduct explore structural realityanalysis with new to determine layers of behavior under different loading conditions of interactive 3D models information using mobile AR applications for a novel interactive and highly dynamic experience [20], to setup tasks on a variety [7,8]. of machine tools basedhave AR applications on target beenmarkers [21], and successfully to contribute implemented in toa online broad education for management range of disparate fields, and engineering including [22]. Dimensional navigation, inconsistencies education, industry, medical of building practice,designand amonglandscape participants architecturein VR[9–13]. seem to be partially alleviated through AR by adding a real object that is accurately Technically, huge sets of input data have been registered to reconstruct accurate 3D city models for scaled [23]. AR offers practical AR applications advantagesextended [14]. Moreover, because it allowsand reality educators informativeto usemodelsreal objects. haveEducation-related been created for studies wereheritage architectural carried from out focusing scans to on STEMinformation building [24], m-learningmodeling (mobile (BIM), learning), and traditional virtual reality (VR), and e-learning (electronic learning) [25], to enable students to locate AR [15]. Heritage building information modeling (HBIM) embodies complexity in surveying any object represented in a given and space [26], to [16]. preservation achieve a better view Geological understanding of relics and of landscapes cultural aspectsenhances [27], totheenhance laboratoryoflearning social awareness culture environments and the protection[28],ofand to develop heritage [17]. new learning paradigms in outdoor co-space and implement a mobile AR system for creative Construction-specific design studies werecourses made that[29].focused 3D moduleson safety can with be difficult the finerto details obtain,of and their VR/AR operation should environment to not be too attract complicated significant in use in attention situated [18], learning the to simulate [30]. environmental The link between real world context and objects and digital media should bring a new and beneficial quality for spatio-temporal constraints of various processes [19], to conduct structural analysis to determine learning [31]. VR and behavior underARdifferent have been of great loading interest to conditions of tourism interactive researchers 3D models [32,33]. [20], toTourism setup tasksexperiences on a variety can be machine of transformed tools by these based on technologies target markers into virtual [21], and totours and augmented contribute tourism experiences to online education for management [34]. Concerning and tourism, engineering [22].AR can supplyinconsistencies Dimensional tourists with detailed of building and design visceralamong local information participants[35–38]. in VR In addition, seem the utilities to be partially of VRthrough alleviated and ARAR in by communication adding a real object and engagement that is accuratelycan bescaled understood [23]. or improved through AR offers interactions practical with because advantages traditional 3D scenes it allows or entities. educators to useTo achieve real this, objects. the information Education-related model should studies be extended were carried to a direct out focusing onmanipulation of 3D building STEM [24], m-learning façades (mobile which possess learning), a strong and traditional relation to the e-learning past development (electronic learning) [25],of local urban students to enable architecture. The exemplification to locate any object represented of components in a given can space [26], to achieve a better understanding of cultural aspects [27], to enhance laboratory learning environments [28], and to develop new learning paradigms in outdoor co-space and implement a mobile AR system for creative design courses [29]. 3D modules can be difficult to obtain, and their operation should not be too complicated in use in situated learning [30]. The link between real world objects and digital media should bring a new and beneficial quality for learning [31].
Sensors 2020, 20, 5628 3 of 26 not only make tourists knowledgeable in rich and novel ways, but also create a pragmatic pedagogical environment through AR technology. To promote similar experiences in a wider range of settings, a representation of past virtual environments can enrich the structure of systems for more vivid involvement either on the same streets or in remote cities. Problems, however, can occur with AR under different technology limits. Marker-based AR and markerless AR constitute the two major AR types [39]. Marker-based AR in outdoor settings is usually constrained by lighting conditions of the environment, weather, or time of day. To overcome this challenge, markerless outdoor tracking was developed, which uses images created from different daylight conditions [40]. Difficulty and aesthetic concerns were involved in arranging and pasting markers on building surfaces, and markerless AR constitutes a more suitable approach for diversified scenes [41,42]. A detailed visual representation was proven to be requisite to achieve a connection to reality to increase comprehension. Light detection and ranging (LiDAR) has been applied to 3D scan technology to document as-built scenes for construction monitoring [43–45] or to retrieve geometric features from a distance with a combination of aerial images [46–51]. In contrast to creating 3D models from the beginning, 3D laser scanning is an effective tool for acquiring important geometric attributes, such as detailed trees and vegetation [52]. 3D data acquisition should be extended to provide a higher fidelity experience of the particular subject. Ground scans have been shown to be feasible for accurate street data retrieval. The combination of LiDAR and AR was proven to be both interesting and promising [53–55], and should be explored further. In order to provide an effective situated comparison experience, a smartphone should be considered as a platform through which to interact with AR. The interface should also work with Cloud support with flexibility in actual locations or laboratory settings, so that architecture tours and extended field study experiences can be applied in diverse urban environments. 2. Research Goal The objective of this study was to provide a support environment to assist situated comparisons of façades upon zoning conflict and evolution. The evolved façade needs to be assessed with direct interaction to correlate components and details in reality or in real sites. The comparison and interaction can be extended from the study conducted at Lukang Township to a remote site as a way to present and verify research findings. This study monitored and mapped the profiles of building forms upon zoning changes made within the same street block in Old Street. Urban zoning control was commonly applied to existing open spaces, such as streets, to separate commercial areas and form preservation areas. Since 1986, street blocks near Old Street have been controlled by creating separation of the two types of areas within the same block. 3D data have to be documented as needed in order to obtain an instantaneous side-by-side study of the effects of the two types of changes to the same street block. It is noted that this process can then also be beneficially applied to diverse adaptions of form in various other cities. In order to make a comparison to a real scene, a higher fidelity of appearance must be provided. LiDAR and AR-based building form mapping and monitoring are needed to achieve this. In some cases, a mesh model must also be applied to overlap with the wireframe appearance of data for clear indications of molding locations.
Sensors 2020, 20, 5628 4 of 26 3. Research Methodology A situated comparison was carried out in this research. In order to verify the evolved façade, the proposed process included inspecting restructured space, applying 3D scans and supporting interaction devices, correlating both sides of the façade in AR, AR-assisted comparisons and scene reinstallations, and verification. The comparison needs an accurate assessment of configuration and a user-friendly interface with which to work. The assessment should be made by correctly reconstructed spaces or objects as a reference. In order to match with a realistic scene in an architecture site, reconstruction by 3D scans offers an effective approach to capture precise dimensions and correct relative locations in as-built form. The realistic 3D scan data will facilitate field visits and comparisons with great visual similarity and dimensional accuracy, instead of a simplified representation of vector drawings of the original design. The comparison also requires a user-friendly interface to correlate subjects in the foreground and the background in real time. Indeed, the AR setup establishes an optimal environment to interact with photorealistic subjects and backgrounds. We aim to apply a public platform to support these zoning conflict comparisons. Our former researches developed a customized AR app using ARkit 1.5® to decomposed specific spatial structures with display options [41]. Although the research purposes were fulfilled, the recycling of the original codes or design was not optimal. A platform which provides everyday Internet 3D browsing experience for the young generation would constitute a promising choice. A commercial platform, Augment® [56], which provides end-to-end AR, was selected as an approach for 3D visualization and communication in this paper. In contrast to pre-defined solutions of e-commerce, sales and marketing and platform design, we intend to utilize it as a study environment for architectural façades by comparing its development due to zoning changes and geographic differences. This environment should support façade overlay with/out the real context of background accessed either in the same site or in different cities. An easy access without a predefined structure may provide another type of flexibility in architectural interaction, with the least possible development and maintenance costs. An emphasis is given to the preparation of 3D façade models. A similar concept of scalable model can also be found in Sketchfab® , which takes the 3D point cloud for the VR display. Augment® was selected because multiple AR objects can be displayed in the same scene, to be interacted with, within a single subscriber account. Although the display of each individual object cannot be turned on or off as needed, the application paradigm can be found in interior design with multiple pieces of furniture involved in a layout process. The proposed process was made from restructuring, correlating, 3D data retrieval and conversion, scene comparison or reinstallation, and finally verification (Figure 2). The flowcharts include, (1) the stepwise process of situated comparison by issues, subjects, and locations; and (2) the development of data and related conversion to support the study.
Sensors 2020, 20, 5628 5 of 26 Sensors 2020, 20, x FOR PEER REVIEW 5 of 26 Figure 2.2.Flowchart Flowchartof augmented reality of augmented (AR)-assisted reality situatedsituated (AR)-assisted comparison and the data comparison andconversion the data process to support conversion processthe study. the study. to support 4. The Restructuring Background of Old Street 4. The Restructuring Background of Old Street Chenggong Road, which was the location of the former Lukang Creek (Figure 3), was originally a Chenggong Road, which was the location of the former Lukang Creek (Figure 3), was originally trade distribution center. Cargo, which was unloaded and sold on the riverside, was rearranged and a trade distribution center. Cargo, which was unloaded and sold on the riverside, was rearranged repackaged after being moved indoors and sold at store fronts on the other end of buildings facing and repackaged after being moved indoors and sold at store fronts on the other end of buildings Putou Street and Yaolin Street. The entire process occurred in a house approximately 4 m wide and facing Putou Street and Yaolin Street. The entire process occurred in a house approximately 4 m as much as 40 m deep. The houses located to the west side of Old Street possessed a harbor-facing wide and as much as 40 m deep. The houses located to the west side of Old Street possessed a geographical advantage, and the houses located to the east side were generally more inconvenient for harbor-facing geographical advantage, and the houses located to the east side were generally more the commercial process. An owner had to bypass Old Street to reach Houche Lane, where the service inconvenient for the commercial process. An owner had to bypass Old Street to reach Houche Lane, entrance was located. Houche Lane is located 40 m to the east of Old Street, and faces the rear entrance where the service entrance was located. Houche Lane is located 40 m to the east of Old Street, and of buildings on Zhongshan Road. faces the rear entrance of buildings on Zhongshan Road. Lukang Old Streets have had a well-preserved Minnan architecture since the Quin Dynasty. Lukang Old Streets have had a well-preserved Minnan architecture since the Quin Dynasty. The region defined by the green boundary (Figure 3, middle) is a heritage preservation area, while the The region defined by the green boundary (Figure 3, middle) is a heritage preservation area, while commercial area is in the red boundary. The famous Old Street is located at the center of the preservation the commercial area is in the red boundary. The famous Old Street is located at the center of the area. In general, the street and houses on it exist under the same zoning classification. The two areas, preservation area. In general, the street and houses on it exist under the same zoning classification. however, are now divided by a jagged form that follows the property line. The consistency of the The two areas, however, are now divided by a jagged form that follows the property line. The façade in each area stopped in the middle of a block. The lot, which was previously an undivided consistency of the façade in each area stopped in the middle of a block. The lot, which was property, was separated irrespective of the original space hierarchy at which approximately the third previously an undivided property, was separated irrespective of the original space hierarchy at or fourth hall was located (Figure 4). The traditional layout between the main and rear entrance was which approximately the third or fourth hall was located (Figure 4). The traditional layout between no longer connected from the interiors. A new entrance had to be created, or the interiors had to the main and rear entrance was no longer connected from the interiors. A new entrance had to be be remodeled from a space next to the service entrance, in order to establish a feasible living space. created, or the interiors had to be remodeled from a space next to the service entrance, in order to This type of differentiation was achieved by a long-term development of urban fabric (Figure 4, right). establish a feasible living space. This type of differentiation was achieved by a long-term The restructuring of living spaces has occurred since 1986. Since Houche Lane is located next to both development of urban fabric (Figure 4, right). The restructuring of living spaces has occurred since the preservation and commercial area, it is necessary to explore how the building style has developed. 1986. Since Houche Lane is located next to both the preservation and commercial area, it is necessary to explore how the building style has developed.
Sensors 2020, 20, 5628 6 of 26 Sensors2020, Sensors 2020,20, 20,xxFOR FORPEER PEERREVIEW REVIEW 66of of26 26 Figure3.3. Site Figure Siteplan planof plan ofthe of theold the oldharbor old harbor[57], harbor [57],zoning [57], zoningmap, zoning map, map, and and and differentiated differentiated differentiated street street street block block block (top, (top, (top, from from from left leftleft to to right); to right); right); cross cross cross section section section of four of of four four streets streets streets (bottom). (bottom). (bottom). Figure4.4. The Figure The section section before before and and after after zoning zoning reconfiguration reconfiguration (left); reconfiguration (left); the (left); the different different space spaceand and the theroof roof configurationof configuration ofspaces spacesononboth on bothends both endsof ends ofthe of theblock the block(right, block (right,top, (right, top,and top, andbottom). and bottom). bottom). Due Due to the spatial to the spatialstructure spatial structurearrangement structure arrangementused arrangement usedto used toto connect connect connect the the the harbor harbor harbor front front front to the to the to the shop shop shopfront, front, front, the the the property property line line is is linear, linear, with with a a large large depth-to-width depth-to-width ratio. ratio. An An old property line is linear, with a large depth-to-width ratio. An old property usually occupied an entire old propertyproperty usually usually occupiedoccupied an an entire entire street street street block block block from one from from one end oneto end end to the the toother. the other. other. Long-term Long-term Long-term zoning zoning zoning development development development had reconstructed had reconstructed had reconstructed two two two different different different zones zones zoneswithin withinwithin a single aa single single street street street block, block, block, and and and dramatically dramatically dramatically reshapedthe reshaped reshaped theurban the urbanfabric urban fabricin fabric in aa 3D3D configuration. configuration. The configuration. The division The division separated division separated separated an an integrated an integrated traditional integrated traditional hierarchy traditional hierarchy with hierarchy with sufficient with sufficient space sufficient space from space from 3 fromto 433fully to developed to 44 fully fully developed developed halls to 1–2 to halls halls halls to 1–2 1–2 with insufficient halls halls space forspace with insufficient with insufficient eitherfor space part for of spatial either either part structure. part spatial Moreover, of spatial of structure. structure. each space each Moreover, Moreover, type was each space space developed type was type with was developed developed different with with materials, differentvocabularies, different styles, and styles, materials, vocabularies, materials, vocabularies, spatialand styles, structures and spatial spatial within the same structures within structures block. within the In the same fact, same block.great block. In contrast was In fact, established fact, great great contrast by contrast was having a horizontally-developed was established established by by having having aa structure of traditional architecture horizontally-developed horizontally-developed structure of structure ofnext to a vertically-developed traditional traditional architecture next architecture next to structure of street-facing buildings. to aa vertically-developed vertically-developed structure structure of The zoning street-facing differentiation buildings. of street-facing buildings. created problems for the truncated part of the traditional architecture. Specifically, The zoning The the dated zoning layout and differentiation differentiation differentiation created problems created problemsof original for the for functions the truncated truncated in various part of part zones of theconstrained the traditional traditional the size and Specifically, architecture. architecture. flexibility Specifically, oftheexisting the datedspaces dated from layout and layout supporting many and differentiation differentiation types functions of original of original of functions. functions In order in various in various zones zones to meet commercial constrained the constrained the size and size anddaily needs, and flexibility flexibility of and simultaneously of existing existing spaces spaces from maintain from supporting the environment, supporting many many types types ofsecond building of functions. functions. In In skins orderwere order to meet to created meet in an additive commercial commercial and daily and dailyor subtractive and manner needs, and needs, (Figure maintain simultaneously simultaneously 5). The skin maintain thewas the accomplished environment, environment, second second by extending building skins building the skinsmissing werepart were createdof an in created interior in an space to the an additive additive or exterior or subtractive subtractive wallsmanner or open (Figure manner spaces (Figurefor laundry 5). 5). The skin The facilities, skin was was HVAC (heating, accomplished by accomplished ventilation, by extending extending the and air the missing conditioning) missing part part of of an units, an interior canopies, interior space space to posters, to the or shop the exterior signage, exterior walls walls or in or open fixed open spaces spacesor flexible for laundry for settings. laundry FixedHVAC facilities, facilities, canopies, HVAC for example, (heating, (heating, wereand ventilation, ventilation, usually and installed withunits, air conditioning) air conditioning) an associated units, canopies, canopies, platform posters,for posters, or or booths shop to sell merchandise. shop signage, signage, in fixed in fixed or All of the or flexible flexible commercial settings. settings. installations Fixed canopies, Fixed canopies, for forindicate example, example, a strong purposeinstalled were usually were usually of interstitial installed with with space an betweenplatform an associated associated the streetfor platform and for indoors. booths booths to sell to sell merchandise. merchandise. All All ofof the the commercial commercial installations installations indicate indicate aa strong purpose strong purpose of of interstitial interstitial space space between between the the street street and and indoors. indoors.
Sensors 2020, 20, 5628 7 of 26 Sensors Sensors 2020, 2020, 20, 20, xx FOR FOR PEER PEER REVIEW REVIEW 77 of of 26 26 Figure Figure 5. 5. Objects Objects added added to to the the second second skin skin between between 2019 2019 (top) (top) and and 2011 2011 (or 2011 (or 2012) (or 2012) (bottom). 2012) (bottom). (bottom). Additive interstitial Additive interstitial space space was was developed developed withwith an object-subtraction an object-subtraction approach of object-subtraction approach of posters posters oror free-standingantennas. free-standing antennas.Consciousness antennas. Consciousness Consciousness and andresponsibility and responsibility responsibilitywere also also were were developed also to rearrange developed developed to the layout to rearrange rearrange the the of booths, layout layout of landscape, of booths, booths, and personal landscape, landscape, and belongings. and personal personal The addition belongings. belongings. The or The subtraction addition addition or of installations or subtraction subtraction of represents of installations installations an adjustment represents represents an to the balance an adjustment adjustment tobetween to the cultural the balance balance identity between between and facilities cultural cultural identityfor identity commercial and and facilities activities facilities for within for commercial commercial activities the within the same historical street space. Indeed, the street space was activities within the same historical street space. Indeed, the street space was constructed uponof same historical street space. Indeed, the street space was constructed upon a constructed hieratical upon structure aa hieratical hieratical structure demands and of of demands supporting structure and facilities demands and supporting for 300 years.facilities supporting facilities for for 300 300 years. years. 5. 5. Correlating Both 5. Correlating Correlating Both Sides Both Sides of Sides of the of the Façade the Façade Façade Since Since zoning Since zoning zoning led led to led tothe to thedevelopment the developmentof development ofdifferent of differentevolving different evolvingfaçades evolving façadesand façades andbuilding and building building vocabularies, vocabularies, vocabularies, aa acomparison comparison comparison mademade across across zones, zones, oror even even across across cities, cities, should should be be made across zones, or even across cities, should be able to confirm deviations and able able to to confirm confirm deviations deviations and and achieve achieve aaa broader achieve broader understanding broader understanding understanding of of the of the architectural the architectural transformation. architectural transformation. transformation. The The first The first problem first problem encountered problem encountered encountered was was determining was determining determining how how how to to bring to bring bring the the façades the façades together façades together together fromfrom two from two opposite two opposite sides of opposite sides sides of aaa single of single street single street block. street block. block. Although Although two photographs or drawings of elevations Although two photographs or drawings of elevations can be placed side-by-side or even two photographs or drawings of can elevations be placed can be side-by-side placed or even side-by-side overlapped or even to highlightto overlapped overlapped changes to highlight highlight in changes an off-site changes inlaboratory in an an off-site setting, off-site laboratory laboratory 2D-based setting,verification setting, 2D-based is made with 2D-based verification verification is a limited is made made with with aunderstanding a limited limited understandingof depth. of understanding Otherwise, of depth. sections have depth. Otherwise, Otherwise, sectionsto be sections brought have have to beup to be as needed brought brought up up as asinneeded order to needed incorrelate in order order toto the differences. correlate correlate thethe differences. differences. To Tosolve To solvethe solve theproblem the problem problem ofof correlating of correlating correlating 3D3Ddatadata 3D in different data in locations, in different different we proposed locations, locations, we we proposed a solution proposed for off-site, aa solution solution for for or even on-site, off-site, off-site, or eveninspection. or even on-site, The approach on-site, inspection. inspection. The applies theapplies The approach approach AR interface applies the ARtointerface the AR bring two interface to3D to bringmodels bring twotogether two 3D 3D models modelsfor an intuitive together together forinspection for an an intuitive with inspection intuitive ainspection beneficial withmanipulation with aa beneficial of transition, beneficial scale, and/or manipulation manipulation of orientation. of transition, transition, In contrast scale, scale, and/or and/or to superimposition orientation. orientation. In In contrast of real contrast toscenes to using a virtual superimposition superimposition of 3D model of real real scenescreated scenes using aby using software a virtual virtual 3Dfrom 3D model model thecreated beginning, created by by the fidelity software fromof the the virtual beginning, model the should fidelity provide of the sufficient virtual modelinformation should software from the beginning, the fidelity of the virtual model should provide sufficient information to provide identify dissimilarities sufficient information in visual to and to identify structural identify dissimilarities details. dissimilarities in in visual visual andand structural structural details. details. A A total A total total ofof of 4040 buildings, 40 buildings, buildings, i.e., i.e., 20 i.e., 20 on 20 on Old on Old Street Old Street and Street and and 20 20 on 20 on Houche on Houche Lane, Houche Lane, were Lane, were selected were selected according selected according according to to to four four categories four categories categories basedbased based onon the on the types the types of types of changes of changes existing changes existing existing onon both on both sides both sides (Figure sides (Figure 6). (Figure 6). Approximately 6). Approximately Approximately 63% 63% 63%of new ofof new newconstructions constructions constructions ononHouche on Houche Houche Lane Lane Lane are aretaller are tallerthan taller thanthe than thebuildings the buildingsthat buildings thatused that usedto used tobe to belocated be located within located within the within the the same same property same property boundary, boundary,while property boundary, whileanother while another15% another 15%of 15% ofplaces of placeshave places haveremained have remainedvacant. remained vacant. vacant. Figure The Figure 6.6. The four Thefour volumetric fourvolumetric volumetric combinations combinations combinations of of of the the constructions constructions the on on Old on Old constructions Street Street Old and and Houche and Houche Street Lane Lane (left), Houche Lane (left), and the (left), and new and the new new constructions theconstructions that that occurred that occurred constructions on on Houche on Houche occurred Lane Lane between Lane between Houche 2019 2019 and between and 2011 2019 2011 2011 (right). and(right).(right).
Sensors 2020, 20, 5628 8 of 26 6. Design of the Situated Comparison in AR The application of AR was carried out based on a combination of appropriate types of 3D models and background scenes in a remote site. Since the models can be downloaded as required, the comparison becomes portable, in terms of the database, with the support of a smartphone platform. The AR application serves the following three purposes: • Correlating parts at different locations: Geographically-distributed building parts were brought together side-by-side or overlaid between different contexts to achieve a paired comparison. • Applying higher fidelity of part appearance: The selected level of fidelity can be a critical factor in the comparison. The target façades on Old Street were documented using a mid-range 3D laser scanner for visual and structural details in higher fidelity. • Situated comparison using a flexible transformation interface: Transition, scaling, and/or rotation were made possible by adjusting parts for alignment in terms of proportion, length, width, or depth. 6.1. A Reality-to-Reality Environment and a Wireframe-to-Reality Environment In order to fulfill the needs of an accurate comparison, the application facilitated an appropriate manipulation interface and versatile use environment in the following ways: • A reality-to-reality environment: Two mesh models were located side-by-side to facilitate the inspection of alignment between moldings or openings across the two models. An overlaid layout was selected to support the inspection of depth in various levels. A 3D mesh model over a real scene: A background context-concerned environment was applied for a meaningful study of development. Two 3D models on a plain, simplified, or context-free background: Two 3D mesh models were applied simultaneously with or without the real scene in the background. A number of 3D models over a real background: This is presented in a way that is similar to a set of instances to be applied for inspection. • A wireframe-to-reality environment: Although vector drawings usually have lower fidelity of details, the enhanced description of an object’s edges provides an advantage when overlaid on top of the mesh model. The wireframe constituted a set of very thin polygons that can be seen through to the 3D model behind it. A wireframe model over a real background. Two 3D models on a plain, simplified, or context-free background: A 3D mesh model and a wireframe model were applied simultaneously with or without the real scene in the background. The latter was represented in a more abstract form for simplicity of comparison. A number of wireframe models and 3D models over a real background. 6.2. Remote Comparisons Comparisons were usually carried out in “remote mode”, in which a 3D model was brought up or downloaded from the Cloud at a different location. • The opposite side of the same street block: The model was used to compare the different façade style developed on the opposite side of the same street block. • Different street block: The model was placed on a property where the original house was demolished. • Different city: The model was attached to a façade located in a different city, where the original style evolved in a dissimilar manner.
7. 3D Scans and Supporting Interaction Device In contrast to drawing-based comparisons made by attaining graphics to illustrate differences, the assessment should be made by higher fidelity 3D digital data which support a real-scene-based on-site or remote inspection. Moreover, in order to support the on-site study, an accessible device should2020, Sensors be 20, provided 5628 with the support of a 3D display and interaction, in addition to access to Cloud 9 of 26 data. Since AR has been broadly applied in architecture for a combination of 3D models and real scenes, the assessment of differences can be achieved in an AR platform if a high level of interaction, •higher In afidelity laboratory of thesetting: model, Theandmodel was downloaded domain-specific in a laboratory transformation setting without are supported reference to by a smartphone any real background platform using iOS® or Android®.for a background-free context test. A street 200 m long was scanned (Figure 7). A mid-range Faro Focus 3D S120® laser scanner was 7. 3D Scans and Supporting Interaction Device applied. In total, 4.97 GB of point cloud data was retrieved and stored in PLY format. The scan of the In contrast as-built to drawing-based street scenes obtained a high comparisons made façades. fidelity of street by attaining graphics to The “Poisson illustrate surface differences, reconstruction” the assessment should be made by higher fidelity 3D digital data which support of the mesh model was created from the point cloud by selecting the “output density as SF” option a real-scene-based on-site or remote inspection. in CloudCompare ® (Figure 8,Moreover, left). The in ordercreation mesh to support the on-site process was made study,inanGeomagic accessibleStudio device® should be provided with the support of a 3D display and interaction, in addition (Figure 2). A “wireframe-like” mesh model (Figure 3, right) was also created based on a field survey to access to Cloud data. using Since AutoDeskAR has3DSbeen MAXbroadly ® (Figure applied in architecture for a combination of 3D models and real 8, right). scenes, the assessment A collection of 20 of differences paired façadescan onbe achieved opposite in an sides of AR the platform same streetif ablock high level (Figureof interaction, 9, left) was higher fidelity of the model, and domain-specific transformation are created by converting the 3D scan data to the mesh models from CloudCompare , Geomagic supported by a smartphone ® platform Studio®, using AutoDeskiOS®3DSor Android MAX®, or ®. Meshlab®. The most frequent connection to the models was A street 200 m long was scanned (Figure ® laser scanner was through the smartphone app. An iPhone 10® 7). A mid-range with iOS 12® andFaro Focus 3D a Realme X50S120 5G® with Android 10® applied. were utilized as the smartphones for field comparison with Cloud links available from scan In total, 4.97 GB of point cloud data was retrieved and stored in PLY format. The of the® Augment as-built (Figure street scenes 9, right). A obtained subscriptiona high fidelity of Augment streetwas ® app façades. The as applied “Poisson surface reconstruction” a ready-made general-purpose of the mesh model was created from the point cloud by selecting the “output platform to alleviate AR software development and maintenance effort. It is an e-commerce density as SF” option in CloudCompare ® (Figure 8, left). The mesh creation process was made in Geomagic Studio® (Figure 2). platform for sales, marketing solutions, and design solutions. In this paper, we use it as an A “wireframe-like” “end-to-end AR andmesh model (Figure 3D visualization and3,communication right) was alsoplatform” created based [56] ofoncultural a field survey artifactsusing with AutoDesk 3DS MAX ® (Figure 8, right). so-called “online shopping experience” replaced by “online situated comparison experience”. . ® Figure 7. 3D Figure 7. 3D scans scans of of Old Old Street Street shops shops (top, (top, bottom left)and bottom left) andapplied appliedFaro FaroFocus Focus3D 3DS120 S120® scanner scanner Sensors 2020, Germany) (Faro, 20, x FOR PEER REVIEW (bottom right). 10 of 26 (Faro, Germany) (bottom right). Figure8.8.Mesh Figure Meshmodel modelcreation creationprocess processin inCloudCompare v2.9.1®® and CloudComparev2.9.1 and AutoDesk AutoDesk 3DS 3DS MAX 2015® MAX 2015 ®. .
Sensors 2020, 20, 5628 10 of 26 Sensors 2020, 20, x FOR PEER REVIEW 10 of 26 A collection of 20 paired façades on opposite sides of the same street block (Figure 9, left) was created by converting the 3D scan data to the mesh models from CloudCompare® , Geomagic Studio® , AutoDesk 3DS MAX® , or Meshlab® . The most frequent connection to the models was through the smartphone app. An iPhone 10® with iOS 12® and a Realme X50 5G® with Android 10® were utilized as the smartphones for field comparison with Cloud links available from Augment® (Figure 9, right). A subscription Augment® app was applied as a ready-made general-purpose platform to alleviate AR software development and maintenance effort. It is an e-commerce platform for sales, marketing solutions, and design solutions. In this paper, we use it as an “end-to-end AR and 3D visualization and communication platform” [56] of cultural artifacts with so-called “online shopping experience” replaced by “online situated comparison experience”. Figure 8. Mesh model creation process in CloudCompare v2.9.1® and AutoDesk 3DS MAX 2015®. Figure 9. A Figure 9. A collection collection of of paired paired façades façades on on the the opposite opposite side side of of the the same same street street block block (left) and the (left) and the model list in Augment ® (right). ® model list in Augment (right). 8. AR-Assisted Comparison and Scene Reinstallation The comparison comparisonwas wasconducted conducted in in thethe following following fourfour stages: stages: (1) selection (1) selection of model of model pairs; pairs; (2) rough(2) rough alignment; alignment; (3)matching; (3) detail detail matching; and (4)and (4) context context elaboration. elaboration. Two façades Two façades were selected were selected with a with a similar similar appearance. appearance. Rough alignment Rough alignment wasin was applied applied order toinalign orderthetotwo align the two models by models by translation translation or rotation, or rotation, and and made was usually was usually madeoftothe to the corner thefaçade. cornerDetail of thematching façade. Detail applied matching applied translation translation and proportional and proportional scaling to a certain scaling dimension to aincertain dimension order to in order toinshow show the difference heighttheor difference in height width of a specific or width component. of a specific component. Adjustments had to be made Adjustments repetitivelyhad to be made by selecting repetitively appropriate by selecting anchor nodes or appropriate anchor edges as a reference. nodes This is or edges because, required as a reference. This istwo for example, required windows because, for same with the example, width twodowindows with the not necessarily havesame the widthheight. same do not The necessarily first three have the same stages enhancedheight. The first threeofstages comprehension enhanced the aspect comprehension of focus, increased user of the aspect of familiarity, and focus, increased achieved user familiarity, the desired manipulation. andThe achieved the desired final stage encouraged manipulation. The final users to inspect any stage encouraged façade that they choseusers to inspect in the AR app any façade that by overlaying thethey chose selected in the model AR app on-site withby theoverlaying same stagesthe to selected model elucidate on-site with The the transformations. the stages same are stages to elucidate intuitively performedthe with transformations. a few taps andThe stages are movements of intuitively one or two performed fingers. with a few taps and movements of one or two fingers. Situated comparisons comparisons in different cities were made through model adjustments, detail detail checks, checks, correspondingcomponents and corresponding components(Figure (Figure 10). 10). TheThe initial initial adjustments adjustments allocated allocated a façade a façade modelmodel in placein place by by referring referring to a of to a number number of heuristics. heuristics. The reference Theinformed referencethe informed researcher theofresearcher of major major differences in differences More proportion. in proportion. detailed checksMorewere detailed madechecks were madepartitions, to the dimensions, to the dimensions, or materials.partitions, Adjustments or materials. Adjustments frequently frequently occurred in switching occurred between theinreference switching betweenlevel of ground the reference of ground or wall molding, as alevel way or to wall molding, elucidate as a way the difference to elucidateproportion, in composition, the difference in composition, or missing components. proportion, or missing components.
Sensors 2020, 20, 5628 11 of 26 Sensors 2020, 20, x FOR PEER REVIEW 11 of 26 Figure 10. The situated comparison process. The The comparisons comparisonswere wereconducted conductedatat five sites: five oneone sites: laboratory site;site; laboratory one one site in Lukang; site in Lukang;and three and sites threein Taipei. sites AR made in Taipei. a greata contribution AR made in comparing great contribution the façade in comparing styles styles the façade on both onends bothof a block. ends of a The façades on Lukang Old Street facilitated architectural study conducted from block. The façades on Lukang Old Street facilitated architectural study conducted from different different viewpoints of historical of viewpoints culture, building historical styles, culture, and scales. building styles,Aandstepwise scales.operation A stepwise andoperation third-personand photographs third-person concerning photographs on-site operations concerning areoperations on-site illustrated are in Figure 11. The illustrated in process Figure 11.was performed The process wasin several steps performed from scanning a QR code, pointing a smartphone camera and moving around in several steps from scanning a QR code, pointing a smartphone camera and moving around to to determine the ground plane, tapping determine the the screenplane, ground to anchor the 3D tapping model the screeninitially, and scaling to anchor the 3Dormodel moving the model initially, andinscaling referenceor to the background. Each comparison or visit was followed by discussions moving the model in reference to the background. Each comparison or visit was followed by which were separated into three parts: (1) discussions the preliminary which were separatedpresentation into threeof models; parts: (1)(2)the thepreliminary on-site physical adjustments; presentation and (3) the of models; (2) post-visiting group-discussion the on-site physical adjustments;of findings withpost-visiting and (3) the screen shotsgroup-discussion for verification. The last part was of findings withhelpful screen to recall shots forignored components verification. The lastor missed part mentions was helpful to of adjustments. recall While mostor ignored components ofmissed the field work was mentions of conducted by an individual researcher, some of the field work was also performed adjustments. While most of the field work was conducted by an individual researcher, some of the by two researchers, which enabled field work was them to compareby also performed their twofindings. researchers, which enabled them to compare their findings.
Sensors 2020, 20, 5628 12 of 26 Sensors 2020, 20, x FOR PEER REVIEW 12 of 26 Figure Figure 11. 11. The The screen screen shot shot (top), (top), third-person third-person photographs photographs (middle), (middle), and and the the stepwise stepwise operation operation process: process: launch app, scan QR code of a selected 3D model, detect plane, tap to allocate launch app, scan QR code of a selected 3D model, detect plane, tap to allocate the the model, model, and and adjust adjust the the model’s model’s scale, scale, location, location, or or rotation angles (bottom). rotation angles (bottom). 8.1. Laboratory 8.1. Laboratory Site Site The first The firstsetset of comparisons, of comparisons, whichwhich included the original included the 40 models40 original with two sets models of heterogeneous with two sets of façades, were made heterogeneous to the façades, set of were wireframe-like made to the set ofmodels (20 models) wireframe-like and mesh models (20 models models)(20 models) and mesh on a plain background in the interiors. Findings were obtained during the interaction models (20 models) on a plain background in the interiors. Findings were obtained during the between the two types of models. Even without the real context of a scene presented in the background, interaction between the two types of models. Even without the real context of a scene presented in different forms the and layout compositions background, different forms were identified and in the two sets.were layout compositions The laboratory identified site wastwo in the usedsets. to make The a comparison irrespective of background (Figure 12) or prior to the field application. laboratory site was used to make a comparison irrespective of background (Figure 12) or prior to Using a mesh model the fieldand a wireframe-like application. Using amesh meshmodel modelhighlighted each one’s geometric and a wireframe-like mesh model characteristics. highlighted each one’s geometric characteristics.
Sensors 2020, 20, 5628 13 of 26 Sensors 2020, 20, x FOR PEER REVIEW 13 of 26 Figure 12. AR comparisons of the booth, material, and composition of façades on the two streets in a laboratory setting, using a mesh model and a wireframe-like wireframe-like mesh mesh model. model. The top, middle, and two bottom images represent four cases of comparisons. 8.2. Lukang 8.2. Lukang Site Site The second The second set set of of comparisons comparisonswas wasmademadeininLukang Lukangbybythe thesame same researcher researcherwith mesh with meshmodels modelson real scenes under a homogeneous appearance. The former indoor and off-site on real scenes under a homogeneous appearance. The former indoor and off-site comparison results comparison results were verified were in real in verified sites with real further sites withemphases on coherence further emphases on of neighborhood coherence heritage relics, of neighborhood continuity heritage of relics, alley fabrics, reinstallation of facades in demolished sites, and the evolved form continuity of alley fabrics, reinstallation of facades in demolished sites, and the evolved form of of pedestrian arcades. The four locations pedestrian arcades.inTheLukang four were selected locations according in Lukang wereto condition, if it was (1) selected according to empty; (2) demolished; condition, if it was (1) (3) in current form; or (4) located next to a historical artifact. The issues involved empty; (2) demolished; (3) in current form; or (4) located next to a historical artifact. The consistency of style or issues continuity in terms of building components and construction methods. involved consistency of style or continuity in terms of building components and construction An urban conversation was restored toAn methods. theurban past conditions. conversation was restored to the past conditions. The façade on Yaolin The façade on Yaolin Street was relocated Street to Houche was relocated Lane for Lane to Houche a morefor straightforward side-by-side a more straightforward comparison (Figure 13, from top to bottom, left to right): side-by-side comparison (Figure 13, from top to bottom, left to right): •• The first comparison comparison was was conducted conducted on onbuildings buildingswith withaasimilar similarscale. scale.For For example, example, itsits eave eave is is located located at at approximately approximately thethe same same height height as that as that of the of the nextnext building. building. The The AR simulation AR simulation of a of a coherent coherent building building component component created created a scenea of scene of continuity continuity which waswhich wasfound rarely rarelyinfound Houche in Houche Lane. Lane. •• The second comparison was carried out next to the Lukang Gate, which is conspicuous among the modernized constructions. The The inconsistency inconsistency in in style style was was alleviated alleviated with the traditional façade installed installednext nexttoto it in it front of anofempty in front site. AR an empty was site. ARused wastoused reconstruct a similar ahistorical to reconstruct similar street scene. historical street scene. •• thirdcomparison The third comparisonwas was performed performed to compare to compare different different building building styles.styles. The side-by-side The side-by-side layout layout clearly revealed the difference in construction materials, opening partitions, clearly revealed the difference in construction materials, opening partitions, and mass volume. and mass • volume. The fourth comparison was conducted at an empty site where a former red brick building was • The fourth comparison demolished. The site waswasleftconducted unused and at unconstructed. an empty site where a former The same model red brick was building inserted was in order demolished. to The siteofwas restore continuity left unused the original streetand unconstructed. The same model was inserted in scene. order to restore continuity of the original street scene.
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