Cumincad : CUMINCAD Papers : Search Results

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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_id	ijac20032204
id	ijac20032204
authors	Harfmann, Anton C.; Bauser, Paul J.
year	2004
title	Component-Based Design: A Summary and Scheme for Implementation
source	International Journal of Architectural Computing vol. 2 - no. 2
summary	This paper summarizes the major advantages ofcomponent-based design as a paradigm for handling alldesign and construction information about a buildingat every stage of design. The paper reviews some ofthe current issues that plague the building design andconstruction industry. The component-based paradigmis reviewed as a model that reunites the fragmentedbuilding industry and as a solution for dealing withvast amounts of information that accretes during thedesign-construction process. Based on interviews witharchitects, engineers, contractors and fabricators aswell as on-site documentation of construction wefeature the design and construction of the main stairin the Rosenthal Center for Contemporary Artdesigned by Zaha Hadid as a specific case study toillustrate the viability of component-based design andto highlight the obstacles challenging itsimplementation.
series	journal
more	http://www.multi-science.co.uk/ijac.htm
last changed	2007/03/04 07:08

_id	acadia04_220
id	acadia04_220
authors	Harfmann, Anton
year	2004
title	Implementation of Component Based Design: A Pedagogical and Actual Case Study
doi	https://doi.org/10.52842/conf.acadia.2004.220
source	Fabrication: Examining the Digital Practice of Architecture [Proceedings of the 23rd Annual Conference of the Association for Computer Aided Design in Architecture and the 2004 Conference of the AIA Technology in Architectural Practice Knowledge Community / ISBN 0-9696665-2-7] Cambridge (Ontario) 8-14 November, 2004, 220-229
summary	This paper explores pedagogical and practical ramifications of implementing the component-based design paradigm through the actual construction process of a simple wood frame house for Habitat for Humanity. The house was digitally-modeled as part of an elective construction class, then physically constructed by students and faculty of the College of DAAP at the University of Cincinnati as part of a community service exercise. The digital model and a detailed database of individual components were mined in order to explore and exploit the complete and accurate electronic modeling of building, prior to actual construction.
keywords	Product Design, Component Design, Single Model, Virtual Construction
series	ACADIA
email
last changed	2022/06/07 07:49

_id	ijac201816102
id	ijac201816102
authors	Harmon, Brendan A.; Anna Petrasova, Vaclav Petras, Helena Mitasova and Ross Meentemeyer
year	2018
title	Tangible topographic modeling for landscape architects
source	International Journal of Architectural Computing vol. 16 - no. 1, 4-21
summary	We present Tangible Landscape—a technology for rapidly and intuitively designing landscapes informed by geospatial modeling, analysis, and simulation. It is a tangible interface powered by a geographic information system that gives three- dimensional spatial data an interactive, physical form so that users can naturally sense and shape it. Tangible Landscape couples a physical and a digital model of a landscape through a real-time cycle of physical manipulation, three-dimensional scanning, spatial computation, and projected feedback. Natural three-dimensional sketching and real-time analytical feedback should aid landscape architects in the design of high performance landscapes that account for physical and ecological processes. We conducted a series of studies to assess the effectiveness of tangible modeling for landscape architects. Landscape architecture students, academics, and professionals were given a series of fundamental landscape design tasks—topographic modeling, cut-and-fill analysis, and water flow modeling. We assessed their performance using qualitative and quantitative methods including interviews, raster statistics, morphometric analyses, and geospatial simulation. With tangible modeling, participants built more accurate models that better represented morphological features than they did with either digital or analog hand modeling. When tangibly modeling, they worked in a rapid, iterative process informed by real-time geospatial analytics and simulations. With the aid of real-time simulations, they were able to quickly understand and then manipulate how complex topography controls the flow of water.
keywords	Human–computer interaction, tangible interfaces, tangible interaction, landscape architecture, performance, geospatial modeling, topographic modeling, hydrological modeling
series	journal
email
last changed	2019/08/07 14:03

_id	sigradi2009_903
id	sigradi2009_903
authors	Harris, Ana Lúcia Nogueira de Camargo
year	2009
title	O Uso da Técnica dos "Planos em Série" com o Desenvolvimento da Computação Gráfica - Uma Experência Didática [The Use of the 'Serial Plan' Technique with the Development of the Computer Graphic - A Teaching Experience]
source	SIGraDi 2009 - Proceedings of the 13th Congress of the Iberoamerican Society of Digital Graphics, Sao Paulo, Brazil, November 16-18, 2009
summary	This paper is about comparative didactic experiences where the “Serial plan Technique” defined by Wong (1998), was applied in 2001 and 2008 which computer resources from that time. In 2001 this technique was applied with the help of AutoCAD for generation of the planifications, but in 2008 the appliances of AutoCAd and Sketch Up were used for the virtual construction of objects. The quality of the results showed a didactic potential and an increasement in the possible creative rhythm, mainly because the facility of the three-dimensional virtual visualization and because the speed in the physical execution of the created project.
keywords	didactic experiences; serial plan technique; CAD; AutoCAD; Skecht Up
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	ef9e
authors	Harris, Robert
year	2001
title	The Digital Sandbox: Integrating Design and Analysis in a new Earth-forming Tool
source	University of Washington, Design Machine Group
summary	The design solution of the typical high-tech firm bombards its employees with the same signs and sleek coded information that they are designing, instead of addressing their innate biological needs. In the workplace specifically, the change in technology has a pernicious result when its relationships are deployed society-wide as subsitutes for face-to face interactions, which are inherently richer than mediated interactions. This thesis presents a design of a media firm that engages build environment with lighting and natural and a CD-Rom digital sketchbookof the design process.
series	thesis:MSc
email
more	http://dmg.caup.washington.edu/xmlSiteEngine/browsers/stylin/publications.html
last changed	2004/06/02 19:12

_id	acadia23_v2_542
id	acadia23_v2_542
authors	Harrison, Paul Howard; Heinrich, Jason; Cop, Philipp; Veigas, Glenn; Callaghan, Brigid; Fahmy, Janna
year	2023
title	Relational Fluid Dynamics: Optimizing for Airflow in Urban Form with Comparative AI Predictions
source	ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 2: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9891764-0-3]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 542-548.
summary	In this paper, we propose a fast approximation of a particularly slow form of simulation: computational fluid dynamics (CFD). These tools are a crucial component in sustainability and comfort analyses, but their considerable computational requirements mean that only a small number of simulations can be undertaken for any given project—if at all. We demonstrate a predictive AI technique for estimating the results of CFD analysis; as this is nearly 300 times faster than traditional CFD methods, it can be used to quickly determine fitness within an optimization routine. In this case, the AI-predicted results have a mean accuracy of 89.0 to 90.8% relative to results derived using a traditional CFD technique. We also demonstrate an optimization technique for urban form using only predictive AI outputs for fitness. When optimizing for minimal wind velocity, randomly-placed urban aggregations eventually form recognizable vernacular solutions like wind breaks and perimeter walls. While a single prediction might only offer a rough approximation of real- world performance, optimization allows us to focus on the relative differences between predictions. This relational approach is inaccurate, of course, but clearly useful.
series	ACADIA
type	paper
email
last changed	2024/12/20 09:13

_id	acadia16_72
id	acadia16_72
authors	Harrison, Paul
year	2016
title	What Bricks Want: Machine Learning and Iterative Ruin
doi	https://doi.org/10.52842/conf.acadia.2016.072
source	ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 72-77
summary	Ruin has a bad name. Despite the obvious complications, failure provides a rich opportunity—how better to understand a building’s physicality than to watch it collapse? This paper offers a novel method to exploit failure through physical simulation and iterative machine learning. Using technology traditionally relegated to special effects, we can now understand collapse on a granular level: since modern-day physics engines track object-object collisions, they enable a close reading of the spatial preferences that underpin ruin. In the case of bricks, that preference is relatively simple—to fall. By idealizing bricks as rigid bodies, one can understand the effects of gravitational force on each individual brick in a masonry structure. These structures are sometimes able to ‘settle,’ resulting in a stable equilibrium state; in many cases, it means that they will simply collapse. Analyzing ruin in this way is informative, to be sure, but it proves most useful when applied in series. The evolutionary solver described in this paper closely monitors the performance of constituent bricks and ensures that the most successful structures are emulated by later generations. The tool consists of two parts: a user interface for design and the solver itself. Once the architect produces a potential design, the solver performs an evolutionary optimization; after a few hundred iterations, the end result is a structurally sound version of the unstable original. It is hoped that this hybrid of top-down and bottom-up design strategies offers an architecture that is ultimately strengthened by its contingencies.
keywords	rigid body analysis, machine learning, multi-agent structural optimization, sensate systems
series	ACADIA
type	paper
email
last changed	2022/06/07 07:49

_id	ed59
authors	Hart, Anna
year	1985
title	Knowledge Elicitation : Issues and Methods
source	Computer Aided Design. November, 1985. vol. 17: pp. 455-462 : ill. includes bibliography
summary	The paper, after briefly outlining the stages in the development of an expert system, describes and reviews methods for knowledge elicitation. These methods include: interview techniques; protocol analysis; induction; and the repertory grid technique
keywords	knowledge acquisition, expert systems, protocol analysis, psychology
series	CADline
last changed	1999/02/12 15:08

_id	acadia23_v3_69
id	acadia23_v3_69
authors	Hart, Chenoe
year	2023
title	Elevators, Hard Drives and Teleportation
source	ACADIA 2023: Habits of the Anthropocene: Scarcity and Abundance in a Post-Material Economy [Volume 3: Proceedings of the 43rd Annual Conference for the Association for Computer Aided Design in Architecture (ACADIA) ISBN 979-8-9891764-1-0]. Denver. 26-28 October 2023. edited by A. Crawford, N. Diniz, R. Beckett, J. Vanucchi, M. Swackhamer 24-32.
summary	The ability of computer code to arbitrarily link discrete self-contained spaces together within a virtual world can be interpreted as a continuation of the historical legacy of the development of physically isolated floors within buildings connected by elevators. Both modern touch-screen-enabled elevators and those using earlier push-buttons create conditions where their passengers navigate physical space through an electronic interface. As they place users at destinations designated by previously-established code, they exist in a comparable state of disrupted processional continuity to that of virtual worlds designed to make use of the computer’s ability to process space through randomly-assigned indexes. An elevator passenger navigates via the inherently abstract act of pushing a button. The elevator control panel provides its users with a list of options for floors to travel to, labeled with specific whole numbers; as a quantized and finite set of information, that list might be conceptually understood to be specifically digital in its composition. It also doesn’t necessarily correspond with the physical reality of the spaces it traverses; in Western culture that list commonly skips the thirteenth floor, or in many East Asian cultures the fourth floor.
series	ACADIA
type	field note
email
last changed	2024/04/17 13:59

_id	9088
authors	Hartkopf, V. and Loftness, V.
year	1999
title	Global relevance of total building performance
source	Automation in Construction 8 (4) (1999) pp. 377-393
summary	Global population and environmental trends demand a radical departure from current building and developmental processes. Applying total building performance thinking can reduce energy consumption, pollution and waste in existing and new construction by a factor of 4 and simultaneously can improve quality of life within buildings––measured through occupant satisfaction, health and productivity. The further development of advanced energy and water systems, and the application of appropriate technology and systems integration concepts will help to enable the elimination of `waste-streams', avoiding obsolescence, as well as managing industrial and agricultural nutrient streams. Instead of treating buildings and their contents as `pre-garbage', worse `pre toxic-waste', all material flows can be considered within life cycles for `cradle to cradle' use. These concepts can make major contributions towards the creation of more sustainable lifestyles with even greater quality in the industrialized countries and the development and implementation of sustainable urban and building infrastructures in rapidly emerging economies. Rather than the continued export of non-sustainable building solutions, this paper argues for the development and demonstration of such practices in the industrialized countries that would create a progressive 'pull' to enable the appropriate implementation of new practices.
series	journal paper
more	http://www.elsevier.com/locate/autcon
last changed	2003/05/15 21:22

_id	e821
authors	Hartkopf, V., Loftness, V., Mahdavi, A., Lee, S. and Shankavaram, J.
year	1997
title	An integrated approach to design and engineering of intelligent buildings--The Intelligent Workplace at Carnegie Mellon University
source	Automation in Construction 6 (5-6) (1997) pp. 401-415
summary	In the past few years, there have been significant advances made in the design and engineering of "intelligent" workplaces, buildings that not only accommodate major advances in office technology but provide better physical and environmental settings for the occupants. This paper will briefly present recent approaches to the creation of innovative environments for the advanced workplace. The architectural and engineering advances demonstrated in Japan, Germany, North America, the United Kingdom, and France can be summarized in four major system categories: (1) enclosure innovations including approaches to load balancing, natural ventilation, and daylighting; (2) heating, ventilation and air-conditioning (HVAC) system innovations including approaches to local control and improved environmental contact; (3) data/voice/power "connectivity" innovations; and (4) interior system innovations, including approaches to workstation and workgroup design for improved spatial, thermal, acoustic, visual, and air quality. In-depth international field studies of over 20 intelligent office buildings have been carried out by a multidisciplinary expert team of the Advanced Building Systems Integration Consortium (ABSIC) based at Carnegie Mellon University. ABSIC is a university-industry-government partnership focused on the definition and development of the advanced workplace. The ABSIC field team evaluated the component and integrated system innovations for their multidimensional performance qualities, through expert analysis, occupancy assessments, and field diagnostics.Based on the results of the case studies and building on the most recent technological advances, the ABSIC team developed the concepts for the Intelligent Workplace, a 7000 square foot living laboratory of office environments and innovations. This project is now under construction at Carnegie Mellon University and its features are discussed in the second section of this paper.
series	journal paper
email
more	http://www.elsevier.com/locate/autcon
last changed	2003/05/15 21:22

_id	8e4d
authors	Hartley, P.J. and Judd, C.J.
year	1979
title	Curve and Surface Representations for Bezier B-spline Systems
source	1979? pp. 226- 236 : ill. includes bibliography
summary	The Bezier approach to the computer-aided design of surfaces, using interactive design of curves to construct surface sections, can be implemented using spline curves just as well as the original polynomial curves, and with some advantages. In the paper, some problems are considered that arise when a Bezier system is formulated and describe possible solutions for a spline-based system
keywords	curves, representation, CAD, curved surfaces, B-splines, Bezier,
series	CADline
last changed	2003/06/02 13:58

_id	516caadria2004
id	516caadria2004
authors	Hartmut Seichter
year	2004
title	Benchworks - Augmented Reality Urban Design
doi	https://doi.org/10.52842/conf.caadria.2004.937
source	CAADRIA 2004 [Proceedings of the 9th International Conference on Computer Aided Architectural Design Research in Asia / ISBN 89-7141-648-3] Seoul Korea 28-30 April 2004, pp. 937-946
summary	The problems of inspecting urban design proposals are different to that of architecture. The larger context is a crucial aspect in urban design. Generally the issues are not of detailed design but rather understanding space and spatial features. Discussions about proposals use plans and large urban design models. The models are cumbersome and access difficult for collaborative consultation. This paper introduces a prototype for an Augmented Reality system for analyzing and representational design in an urban design scale. The system is designed as a workbench for collaboratively and dynamically exploring in an urban design model.
series	CAADRIA
email
last changed	2022/06/07 07:49

_id	ddss9825
id	ddss9825
authors	Hartog, J. P. den, Koutamanis, A. and Luscuere, P. G.
year	1998
title	Simulation and evaluation of environmental aspects throughout the designprocess
source	Timmermans, Harry (Ed.), Fourth Design and Decision Support Systems in Architecture and Urban Planning Maastricht, the Netherlands), ISBN 90-6814-081-7, July 26-29, 1998
summary	The evaluation of environmental aspects in architectural design has traditionally been performed by means of simple (and often simplistic) rule systems. These generally remain at the normative level of minimal control one encounters in building rules and regulations, thereby failing to provide sufficient information and clarity for design guidance. Despite this, evaluation results normally bound subsequent design decisions as fundamental, inflexible constraints. At much later design stages, whenarchitectural form has been largely crystallized and when environmental subsystems must be specified in detail, both the architect and the contributing engineers often realize the severe limitation of theinitial choices. A frequently voiced argument for such simplification in the guise of abstraction is the lack of detailed information on the form and functional content of a building in the early stages of the designprocess. This obviously presupposes a tabula rasa generative approach. The application of a priori knowledge in the form of types, cases, precedents and automated recognition permits direct transaction from the abstract to the specific at and between a number of predefined relevant abstraction levels in the representation. The combination of a priori knowledge at the typological level with multilevel representations permits the use of precise simulation techniques already in the early design stages and throughout thedesign process. The simulation results employ the dual representation principle of scientific visualization, thereby linking form with measurable performance. Feedback from the simulation provides the analysis and evaluation means for design guidance and for communication between thearchitect and the contributing engineers. A prerequisite to this is that the abstraction level in the representation constrains the analysis derived from the simulation, e.g., by means of grades of fuzziness applied to different zones in the representation on the basis of information specificity.
series	DDSS
last changed	2003/08/07 16:36

_id	ddssar0011
id	ddssar0011
authors	Hartog, J.P. den, Koutamanis, A. and Luscuere, P.G.
year	2000
title	Possibilities and limitations of CFD simulation for indoor climate analysis
source	Timmermans, Harry (Ed.), Fifth Design and Decision Support Systems in Architecture and Urban Planning - Part one: Architecture Proceedings (Nijkerk, the Netherlands)
summary	With the democratization of information and communication technologies, simulation techniques that used to be computationally expensive and time-consuming are becoming feasible instruments for the analysis of architectural design. Simulation is an indispensable ingredient of the descriptive design approach, which provides the designer with precise and accurate projections of the performance and behavior of a design. The paper describes the application of a particular class of simulation techniques, computational fluid dynamics (CFD), to the analysis and evaluation of indoor climate. Using two different CFD systems as representatives of the class, we describe: relevant computational possibilities and limitations of CFD simulation; the accessibility of CFD simulation for architects, especially concerning the handling of simulation variables; the compatibility of CFD representations of built space with similar representations in standard CAD and modeling systems, including possibilities for feedback; The relations between geometric representation and accuracy / precision in CFD simulation. We propose that CFD simulation can become an operational instrument for the designer, provided that CFD simulation does not become a trial and error game trying to master computational techniques. A promising solution to this problem is the use of case based reasoning. A case base of analyzed, evaluated and verified buildings provides a flexible source of information (guidance and examples) for both the CFD simulation and the designer.
series	DDSS
last changed	2003/08/07 16:36

_id	0fbd
authors	Hartog, J.P., Koutamanis, A. and Luscuere, P.G.
year	1998
title	Simulation and evaluation of environmental aspects throughout the design process
source	4th Design and Decision Support Systems in Architecture and Urban Planning Conference. Eindhoven
summary	The evaluation of environmental aspects in architectural design has traditionally been performed by means of simple (and often simplistic) rule systems. These generally remain at the normative level of minimal control one encounters in building rules and regulations, thereby failing to provide sufficient information and clarity for design guidance. Despite this, evaluation results normally bound subsequent design decisions as fundamental, inflexible constraints. At much later design stages, when architectural form has been largely crystallized and when environmental subsystems must be specified in detail, both the architect and the contributing engineers often realize the severe limitation of the initial choices. A frequently voiced argument for such simplification in the guise of abstraction is the lack of detailed information on the form and functional content of a building in the early stages of the design process. This obviously presupposes a tabula rasa generative approach. The application of a priori knowledge in the form of types, cases, precedents and automated recognition permits direct transaction from the abstract to the specific at and between a number of predefined relevant abstraction levels in the representation. The combination of a priori knowledge at the typological level with multilevel representations permits the use of precise simulation techniques already in the early design stages and throughout the design process. The simulation results employ the dual representation principle of scientific visualization, thereby linking form with measurable performance. Feedback from the simulation provides the analysis and evaluation means for design guidance and for communication between the architect and the contributing engineers. A prerequisite to this is that the abstraction level in the representation constrains the analysis derived from the simulation, e.g., by means of grades of fuzziness applied to different zones in the representation on the basis of information specificity.
series	other
email
last changed	2003/04/23 15:50

_id	lasg_whitepapers_2016_176
id	lasg_whitepapers_2016_176
authors	Haru Ji & Graham Wakefield
year	2016
title	Recent Realizations of Artificial Nature
source	Living Architecture Systems Group White Papers 2016 [ISBN 978-1-988366-10-4 (EPUB)] Riverside Architectural Press 2016: Toronto, Canada pp. 176 - 185
summary	Living Architecture Systems Group "White Papers 2016" is a dossier produced for the occasion of the Living Architecture Systems Group launch event and symposium hosted on November 4 and 5 at the Sterling Road Studio in Toronto and the University of Waterloo School of Architecture at Cambridge. The "White Papers 2016" presents research contributions from the LASG partners, forming an overview of the partnership and highlighting oppportunities for future collaborations.
keywords	design, dissipative methods, design methods, synthetic cognition, neuroscience, metabolism, STEAM, organicism, field work, responsive systems, space, visualizations, sensors, actuators, signal flows, art and technology, new media art, digital art, emerging technologies, citizen building, bioinspiration, performance, paradigms, artificial nature, virtual design, regenerative design, 4DSOUND, spatial sound, biomanufacturing, eskin, delueze, bees, robotics
email
last changed	2019/07/29 14:00

_id	ecaade2020_107
id	ecaade2020_107
authors	Hashimoto, Jason and Park, Hyoung-June
year	2020
title	Dance with Shadows - Capturing tacit knowledge with smart device augmented reality (SDAR)
doi	https://doi.org/10.52842/conf.ecaade.2020.2.165
source	Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 2, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 165-172
summary	Tacit knowledge has been notified with its involvement in the creative and innovative process of design. However, it has been an elusive subject due to its difficulty to be articulated, recorded, and communicated. Augmented Reality (AR) is introduced as an affordable, accessible, and collaborative way to revisit tacit knowledge in the design process. In this paper, a computational design approach with Smart Device Augmented Reality (SDAR) is proposed for a real-time fenestration design in a targeted room. In comparison to standard methods of showcasing daylighting metrics, the use of Smart Device Augmented Reality (SDAR) is an alternative method as it delivers a dynamic experience by combining both the real and digital environments, enabling the visualization of the design in its intended site context with real-time feedback. The implementation of the proposed approach is explained and the design process with SDAR is also demonstrated in this paper.
keywords	tacit knowledge; augmented reality; simulation; real-time feedback
series	eCAADe
email
last changed	2022/06/07 07:49

_id	ce4a
authors	Hashimshony, Rivka, Shaviv , Edna and Wachman, A.
year	1978
title	A Decomposition Model as a Tool for Evaluation of Multi-Cell Solutions : A Case Study
source	pp. 470-481 : ill. Haifa, Israel: Technion Research and Development Foundation Ltd., March 1978. no. 021-223. includes bibliography
summary	A decomposition-recomposition model that was recently developed by the authors, is applied as a tool for evaluating the layout of an actual design problem composed of 130 activities. The evaluation is performed by comparing the suggested design solution, in terms of space allocation, with a theoretical solution obtained through the model which is set up as a norm for the evaluation
keywords	architecture, evaluation, floor plans, decomposition, space allocation, synthesis
series	CADline
email
last changed	2003/06/02 13:58

_id	ecaade2024_201
id	ecaade2024_201
authors	Hashizume, Keiji; Fukuda, Tomohiro; Yabuki, Nobuyoshi
year	2024
title	A Surface Modeling Method for Indoor Spaces from 3D Point Cloud Reconstructed by 3D Gaussian Splatting
doi	https://doi.org/10.52842/conf.ecaade.2024.1.695
source	Kontovourkis, O, Phocas, MC and Wurzer, G (eds.), Data-Driven Intelligence - Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 1, pp. 695–704
summary	Building information modeling (BIM) is becoming increasingly important in architectural projects, and the implementation of BIM in new construction projects is progressing. On the other hand, many existing buildings do not have BIM data, so it is necessary to create it from scratch. A common method for converting existing buildings to BIM is scan-to-BIM, using techniques such as laser scanning or photogrammetry. However, laser scanning provides accurate point cloud data but requires expensive equipment, while photogrammetry is generally cost-effective but has lower accuracy point cloud data. Another approach for creating BIM from 2D images is to use neural radiance fields (NeRF). However, NeRF faces challenges in terms of data accuracy and processing speed when dealing with large or complex scenes. In contrast, 3D Gaussian Splatting is an emerging computer vision technology that uses machine learning to reconstruct 3D scenes from 2D images faster than NeRF, with comparable or better quality. Therefore, this study proposes a method to create surface models consisting of floors, walls, and ceilings as a preliminary step to creating BIM data for existing indoor spaces using 3D Gaussian Splatting. First, point cloud is generated using 3D Gaussian Splatting, followed by noise reduction. The point cloud is then classified based on height. Subsequently, processing such as extraction of boundary primitives from the point cloud of the floor and classification of feature points are performed to estimate the shape of the floor. Finally, ceilings and walls are created based on height and floor shape. The results of validation confirm an error of between 0.01m and 0.5m in the generated surface models. This study proposes a novel attempt to create 3D models using 3D Gaussian Splatting, contributing to the generation of BIM data for existing buildings.
keywords	Point Cloud, 3D Gaussian Splatting, Scan2BIM, Surface Modeling, Indoor 3D Reconstruction
series	eCAADe
email
last changed	2024/11/17 22:05

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