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Enhanced biologically inspired model
2008
2008 IEEE Conference on Computer Vision and Pattern Recognition
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However, BIM has the following three problems: a very heavy computational cost due to dense input, a disputable pooling operation in modeling relations of the visual cortex, and blind feature selection ...
It has been demonstrated by Serre et al. that the biologically inspired model (BIM) is effective for object recognition. It outperforms many state-of-the-art methods in challenging databases. ...
by incorporating it into BIM and performance curves shown in Figure 7 demonstrate that feedback procedure is valuable for ameliorating the classification accuracy. ...
doi:10.1109/cvpr.2008.4587599
dblp:conf/cvpr/HuangHWTTL08
fatcat:ymfgg53ne5hmpklvkjijcrgiwe
Challenges and enablers of augmented reality technology for in situ walkthrough applications
2020
Journal of Information Technology in Construction
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The approach, named "i-Tracker", overlays visualizations of designs by creating virtual content to be superimposed into physical contexts. i-Tracker uses the latest generation of mobile computing technology ...
Performance features such as motion tracking, localization, error dispersion with respect to luminance, system processing speed, and ambiguity in the feature tracking are evaluated. i-Tracker contributes ...
Phase 1 -BIM model integration into AR visualization features Using a game-based engine development platform, Unity3D (Unity Technologies, 2018), BIM data was processed to associate physical features with ...
doi:10.36680/j.itcon.2020.003
fatcat:gvv4dumpnfbgpmmuezskrk43cu
Defining a BIM-Enabled Learning Environment—An Adaptive Structuration Theory Perspective
2022
Buildings
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This study will inform the design of a web-based BLE for enhanced AEC-FM education and training, and it also provides a starting point for researchers to apply AST to evaluate the use of a BLE in different ...
Building Information Modelling (BIM) offers opportunities to address some of the current challenges through BIM-enabled education and training. ...
[1] categorized the evolution of BIM education into three progressive stages: 1. ...
doi:10.3390/buildings12030292
fatcat:mc5jrpaxbbekfi7p434gc2wjau
The Identification, Development, and Evaluation of BIM-ARDM: A BIM-Based AR Defect Management System for Construction Inspections
2022
Buildings
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The findings from the study revealed BIM-ARDM significantly outperformed current approaches in terms of usability, workload, performance, completion time, identifying defects, locating building elements ...
of BIM and AR in the construction industry. ...
the BIM-ARDM software. ...
doi:10.3390/buildings12020140
fatcat:kswlhpklfrcabjw4wo5unm5aua
A review of tertiary BIM education for advanced engineering communication with visualization
2016
Visualization in Engineering
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This categorization and review of the collected publications can serve as a knowledge base for: (a) identifying major issues involved in BIM education, (b) developing strategies to incorporate BIM into ...
which help them to better integrate visualizations and data into their projects. ...
to enhance model-based visualizations) have evolved into a new paradigm: intelligent Building Information Modeling (BIM). ...
doi:10.1186/s40327-016-0038-6
fatcat:fho2upw2a5bw5ebib3xwhxo4uq
A theoretical framework of a BIM-based multi-disciplinary collaboration platform
2011
Automation in Construction
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BIM-server, and a critical review and analysis of current collaboration platforms that are available to the AEC industries. ...
A number of BIM-compliant applications such as analysis tools, model checkers and facility management applications are being developed. ...
Acknowledgement The data reported in this paper were originated from a research project supported by the Cooperative Research Centre for Construction Innovation, Australia. ...
doi:10.1016/j.autcon.2010.09.011
fatcat:h2m4ezxwtng7bgwx6xjq4lpyly
Class-Aware Domain Adaptation for Improving Adversarial Robustness
[article]
2020
arXiv
pre-print
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To improve the adversarial robustness of neural networks, adversarial training has been proposed to train networks by injecting adversarial examples into the training data. ...
The results demonstrate that our method can significantly improve the state-of-the-art of adversarial robustness for various attacks and maintain high performances on clean images. ...
Moreover, we incorporate a class-aware component into the discriminator to exploit the label information of adversarial examples. ...
arXiv:2005.04564v1
fatcat:jjwb6v2m6rdy3g7hz7ertesj44
Strategies for Adopting Building Information Modeling (BIM) in Sustainable Building Projects—A Case of Malaysia
2021
Buildings
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A systematic literature review was performed to classify the strategies to accomplish this aim, followed by a questionnaire survey of 129 construction project stakeholders. ...
The results revealed that "workshops, lectures, and conference events are used to enhance public awareness" and "better information on the costs and benefits of sustainable materials" and "strengthened ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/buildings11060249
fatcat:oenbcredsrhvjbjf75gwqrnqhm
Machine Learning Framework for the Sustainable Maintenance of Building Facilities
2022
Sustainability
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Anomaly prediction models assist facility managers in informing operators to perform scheduled maintenance and visualizing predicted facility anomalies on building information models (BIM). ...
Finally, the IoT data from the building facility and the predicted values of the ML models are visualized in the building facility's BIM model and the real-time monitoring dashboard, respectively. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/su14020681
fatcat:pityiv2thzeqfdkmoimujsyrry
Smart Facility Management: Future Healthcare Organization through Indoor Positioning Systems in the Light of Enterprise BIM
2020
Smart Cities
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Synthesizing the Internet of Things (IoT) with building information modeling (BIM) can improve the performance of the data collection. ...
The effectiveness of data collection by IoT devices installed in buildings and how the combination of BIM and IoT technology can support a holistic view of the status of the buildings, which subsequently ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/smartcities3030040
fatcat:ikv2hsmlgrbo3feclagql4dcky
BIM applied in historical building documentation and refurbishing
2015
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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For the recording and documentation, we already have developed 3d laser scanner and such photogrammetry technology those represent a freeze object of virtual reality by digital documentation. ...
. 3D digital cultural heritage models has become a topic of great interest in recent years. ...
of each feature, and finally, incorporating a novel method that can make feature representation invariant with respect to variations of viewpoint and illumination conditions. ...
doi:10.5194/isprsarchives-xl-5-w7-85-2015
fatcat:oz55ficuf5aehan7fnevexgwvm
A Robust Approach for Securing Audio Classification Against Adversarial Attacks
[article]
2019
arXiv
pre-print
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We extract features from small patches of the spectrograms using speeded up robust feature (SURF) algorithm which are further used to generate a codebook using the K-Means++ algorithm. ...
Experimental results on three environmental sound datasets show the competitive performance of proposed approach compared to the deep neural networks both in terms of accuracy and robustness against strong ...
The adversarial attacks can be categorized into different groups. ...
arXiv:1904.10990v2
fatcat:6sjrddcyynentpgdfpu3as74o4
Geotechnical Property Modeling and Construction Safety Zoning Based on GIS and BIM Integration
2021
Applied Sciences
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However, the integration of BIM and GIS for the subsurface geotechnical property modeling and classification into zones has been rarely explored. ...
The use of open standard IFC classes such as IfcBorehole, IfcGeoslice, and IfcGeomodel enhances the collaboration and allows the exchange of geotechnical information among different stakeholders. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/app11094004
doaj:69fcb40dcc1148e0bd669a5188d6acd8
fatcat:arucsivdd5bmzpv64mpwnshwme
A Critical Review of the Use of Virtual Reality in Construction Engineering Education and Training
2018
International Journal of Environmental Research and Public Health
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Future research directions, including the integration of VR with emerging education paradigms and visualization technologies, have also been provided. ...
The findings are useful for both researchers and educators to usefully integrate VR in their education and training programs to improve the training performance. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/ijerph15061204
pmid:29890627
pmcid:PMC6025066
fatcat:wchki5f25rbgzbjpubavo3rl4a
BIM aided information and visualization repository for managing construction delay claims
2021
Journal of Information Technology in Construction
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Delays in construction result in a multitude of negative effects on project performance, and severe dismays among participating parties. ...
The advantages of the developed prototype include visualization of delays' location, facilitation of delay analysis and effective delays management. ...
Lastly, reviewers' thoughtful suggestions and constructive comments to enhance the research quality are much appreciated. ...
doi:10.36680/j.itcon.2021.054
fatcat:g5sewuwfhjevvjgb2stcjndhky
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