Conference Proceedings (Refereed)*
*Student and post-doctoral advisees are underlined
Hines, J., Rashidi, A. and Brilakis, I.(2013) "Distance Measurement in the AEC/FM Industry: An Overview of Technologies", Proceedings of the 15th International Conference on Construction Engineering and Project Management, 9-11 January 2013, Anaheim, CA
Jeon, J.S., DesRoches, R. and Brilakis, I.(2012) "Aftershock Fragility Curves for Damaged Non-Ductile Reinforced Concrete Buildings" Proceedings of the 15th World Conference on Earthquake Engineering, 24-28 September 2012, Lisbon, Portugal
Ilhan, B., Fathi, H., Brilakis, I., Sacks, R. and Yaman, H.(2012) "Distinguishing Object Category Properties and Property Ranges in the IFC Standard for Visual Pattern Recognition" Proceedings of the 9th European Conference on Product and Process Modeling, 25-27 July 2012, Reykjavik, Iceland, Pages 557 – 564
Fathi, H. and Brilakis, I.(2012) "A Videogrammetric As-Built Data Collection Framework for Digital Fabrication of Sheet Metal Roof Panels" Proceedings of the 19th EG-ICE Workshop on Intelligent Computing in Engineering, 4-6 July 2012, Herrsching, Germany
Kropp, C., Koch, C., Brilakis, I. and König, M.(2012) "A framework for automated delay prediction of finishing works using video data and BIM-based construction simulation" Proceedings of the 14th International Conference on Computing in Civil and Building Engineering, 26-29 June 2012, Moscow, Russia, http://www.icccbe.ru/frontend/file.php?id=620
Jog, G.M., Koch, C., Golparvar-Fard, M. and Brilakis, I. (2012) "Pothole Properties Measurement through Visual 2D Recognition and 3D Reconstruction" Proceedings of the 2012 ASCE International Workshop on Computing in Civil Engineering, 17-20 June 2012, Clearwater Beach, FL, Pages 533 – 560
Park, M.W. and Brilakis, I. (2012) "Enhancement of Construction Equipment Detection in Video Frames by Combining with Tracking" Proceedings of the 2012 ASCE International Workshop on Computing in Civil Engineering, 17-20 June 2012, Clearwater Beach, FL, Pages 421 – 428
Rashidi, A., Dai, F., Brilakis, I. and Vela, P.A.(2012) "A Novel Approach for Automated Selection of Key Video Frames for 3D Reconstruction of Civil Infrastructure" Proceedings of the 2012 ASCE International Workshop on Computing in Civil Engineering, 17-20 June 2012, Clearwater Beach, FL, Pages 188 – 195
Fathi, H. and Brilakis, I. (2012) "Recovering 3D Structure of Poorly Textured Infrastructure Scenes Using Point and Line Features" Proceedings of the 2012 ASCE International Workshop on Computing in Civil Engineering, 17-20 June 2012, Clearwater Beach, FL, Pages 170 – 177
Zhang, G., Karasev, P., Brilakis, I. and Vela, P.A. (2012) "Sparsity-Inducing Optimization Algorithm for the Extraction of Planar Structures in Noisy Point-Cloud Data" Proceedings of the 2012 ASCE International Workshop on Computing in Civil Engineering, 17-20 June 2012, Clearwater Beach, FL, Pages 317 –324
Radopoulou, S.C., Sun, M., Dai, F., Brilakis, I. and Savarese, S. (2012) "Testing of Depth-Encoded Hough Voting for Infrastructure Object Detection" Proceedings of the 2012 ASCE International Workshop on Computing in Civil Engineering, 17-20June 2012, Clearwater Beach, FL, Pages 309 – 316
Dai, F. , Rashidi, A., Brilakis, I. and Vela, P.A.(2012) "Comparison of Image-Based and Time-of-Flight-Based Technologies for 3D Reconstruction of Infrastructure" Proceedings of the 2012 ASCE Construction Research Congress, 21-23 May 2012, West Lafayette, IN, Pages 929 –939
Park, M.W., Palinginis, E. and Brilakis, I. (2012) "Detection of Construction Workers in Video Frames for Automatic Initialization of Vision Trackers" Proceedings of the 2012 ASCE Construction Research Congress, 21-23 May 2012, West Lafayette, IN, Pages 940 –949
Fathi, H. and Brilakis, I. (2012) "Machine Vision-Based Infrastructure As-Built Documentation Using Edge Points" Proceedings of the 2012 ASCE Construction Research Congress, 21-23 May 2012, West Lafayette, IN, Pages 757 – 766
German, S., Brilakis, I. and DesRoches, R. (2011) "Comprehensive Property Retrieval and Measurement of Concrete Spalling Using Machine Vision for Post-Earthquake Safety Assessments" Proceedings of the SPIE 8345 Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems, 11-15 March 2012, San Diego, CA, http://dx.doi.org/10.1117/12.923462
Dai, F., Rashidi, A., Brilakis, I. and Vela, P.A. (2011) "Generating the Sparse Point Cloud of a Civil Infrastructure Scene Using a Single Video Camera under Practical Constraints" Proceedings of the 2011 Winter Simulation Conference, 11-14 December 2011, Phoenix, AZ
Jog, G., Koch, C., Brilakis, I. and Golparvar-Fard, M. (2011) "A Camera Based Ubiquitous Pavement Condition Assessment Framework" Proceedings of the 11th International Conference on Construction Applications of Virtual Reality, 3-4 November 2011, Weimar, Germany
Koch, C.and Brilakis, I. (2011) "Improving Pothole Recognition through Vision Tracking for Automated Pavement Assessment" Proceedings of the 18th EG-ICE Workshop on Intelligent Computing in Engineering, 6-8 July 2011, Twente, Netherlands, Session 11, Pages 1 – 8
Park, M.W., Jog, G.M. and Brilakis, I. (2011) "Initializing Vision Based Trackers Using Semantic Texton Forests" Proceedings of 28th International Symposium on Automation and Robotics in Construction (ISARC 2011), 29 June – 2 July 2011, Seoul, Korea, Pages 378 – 383
Koch, C.and Brilakis, I. (2011) "Automated Detection of Potholes in Visual Data" Proceedings of the 2011 ISEC-6 Modern Methods and Advances in Structural Engineering and Construction Conference, 21-26 June 2011, Zurich, Switzerland, Online resources http://rpsonline.com.sg/proceedings/ 9789810879204/html/978-981-08-7920-4_S3-I007.xml
German, S., Brilakis, I. and DesRoches, R. (2011) "Automated Detection of Exposed Reinforcement in Post-Earthquake Safety and Structural Evaluations" Proceedings of the 2011 ISEC-6 Modern Methods and Advances in Structural Engineering and Construction Conference, 21-26 June 2011, Zurich, Switzerland, Online resources http://rpsonline.com.sg/proceedings/ 9789810879204/html/978-981-08-7920-4_S1-R04.xml
Zhu, Z., German, S., Roberts, S., Brilakis, I. and DesRoches, R. (2011) "Machine Vision Enhanced Post-earthquake Inspection" Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 19-22 June 2011, Miami, FL, Pages 152 – 160
Fathi, H., Brilakis, I. and Vela, P.A. (2011) "Automated 3D Structure Inference of Civil Infrastructure Using a Stereo Camera Set" Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 19-22 June 2011, Miami, FL, Pages 118 – 125
Rashidi, A., Dai, F., Brilakis, I. and Vela, P.A. (2011) "Comparison of Camera Motion Estimation Methods for 3D Reconstruction of Infrastructure" Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 19-22 June 2011, Miami, FL, Pages 363 – 371
Jog, G.M., Li, S., Becerik-Gerber, B. and Brilakis, I. (2011) "Civil and Environmental Engineering Challenges for Data Sensing and Analysis" Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 19-22 June 2011, Miami, FL, Pages 110 – 117
Jog, G.M., Park, M.W. and Brilakis, I. (2011) "Truck-face recognition using Semantic Texton Forests" Proceedings of the ASCE Construction Research Congress, 14-17 June 2011, Ottawa, Ontario, CN-087-1 to CN-087-10
German, S., Roberts, S., Zhu, Z., DesRoches, R. and Brilakis, I. (2011) "Automated Detection of Significant Damage in Post-Earthquake RC Structures for Collapse Limit State Evaluations" Proceedings of the 2011 COMPDYN Computational Methods in Structural Dynamics and Earthquake Engineering Conference, 25-28 May 2011, Corfu, Greece
Lowes, L., DesRoches, R., Brilakis, I., Parra-Montesinos, G., Swenson, K., Swanson, D., Weigand, J., Pugh, J. and German, S. (2011) "Collection of Detailed Damage Data to Support Development of Rapid Condition Assessment Methods" Proceedings of the ASCE 2011 Structures Congress, 14-16 April 2011, Las Vegas, NV
Rashidi, A., Fathi, H. and Brilakis, I. (2011) "Innovative Stereo Vision-Based Approach to Generate Dense Depth Map of Transportation Infrastructure" Proceedings of the 2011 Transportation Research Board Annual Meeting, 23-27 January 2011, Washington, DC, Online resources http://amonline.trb.org/12k1dp/1
Brilakis, I., Zhu, Z. and German, S. (2011) "Visual Pattern Recognition Models for Remote Sensing of Civil Infrastructure", Proceedings of the 2011 NSF Engineering Research and Innovation Conference, 4-7 January 2011, Atlanta, GA, CD-ROM #0948415
DesRoches, R., Brilakis, I., Lowes, L., Zhu, Z., German, S. and Roberts, S. (2011) "Machine Vision Enhanced Post-Earthquake Inspection and Rapid Loss Estimation", Proceedings of the 2011 NSF Engineering Research and Innovation Conference, 4-7 January 2011, Atlanta, GA, CD-ROM #1000700
Fathi, H.and Brilakis, I. (2011) "Progressive Site Modeling with Videogrammetry", Proceedings of the 2011 NSF Engineering Research and Innovation Conference, 4-7 January 2011, Atlanta, GA, CD-ROM #0904109
Park, M.W.and Brilakis, I. (2011) "Automated Vision Tracking of Project Related Entities", Proceedings of the 2011 NSF Engineering Research and Innovation Conference, 4-7 January 2011, Atlanta, GA, CD-ROM #0933931
Shahandashti, S.M., Razavi, S.N., Soibelman, L., Berges, M., Caldas, C.H., Brilakis, I., Teizer, J., Vela, P.A., Haas, C., Garrett, J., Akinci, B., and Zhu, Z. (2010) "Data Fusion Approaches and Applications for Construction Engineering" Proceedings of the 2010 Construction Engineering Conference, 30 September – 2 October 2010, Blacksburg, VA, Pages 196 – 220
Zhu, Z., German, S. and Brilakis, I. (2010) "Visual Recognition and Assessment of Concrete Crack Properties" Proceedings of the 2010 International Conference on Computing in Civil and Building Engineering joint with the 17th EG-ICE Workshop on Intelligent Computing in Engineering, 30 June – 2 July 2010, Nottingham, UK, Paper 36, ID 71
Zhu, Z., Ndiour, I.J., Brilakis, I. and Vela, P.A. (2010) "Improvements to Concrete Column Detection in Live Video" Proceedings of 27th International Symposium on Automation and Robotics in Construction (ISARC 2010), 25-27 June 2010, Bratislava, Slovakia, Pages 108 – 117
Zhu, Z.and Brilakis, I. (2010) "Intelligent Learning and Detection of Concrete Regions in Construction Site Images" Proceedings of the 6th International Conference on Innovation in Architecture, Engineering and Construction (AEC), 9-11 June 2010, University Park, PA, Pages 856 – 865
Park, M.W., Koch, C., and Brilakis, I. (2010) "Correlating Multiple 2D Vision Trackers for 3D Object Tracking on Construction Sites" Proceedings of the 5th Conference on Advancing Project Management for the 21st Century, 29-31 May 2010, Iraklion, Greece, Pages 560 – 567
Park, M.W., Makhmalbaf, A. and Brilakis, I. (2010) "2D Vision Tracking Methods’ Performance Comparison for 3D Tracking of Construction Resources" Proceedings of the ASCE Construction Research Congress, 8-11 May 2010, Banff, AB, Pages 459 – 469
Zhu, Z., German, S. and Brilakis, I. (2010) "Large Scale Column Detection for Bridge Inspection" Proceedings of the ASCE Construction Research Congress, 8-11 May 2010, Banff, AB, Pages 637 – 646
Brilakis, I. and German, S. (2010) "Pattern Recognition Models for Smarter Infrastructure Sensing", Proceedings of the Workshop on Data Mining for Smarter Infrastructure, 2010 SIAM International Conference on Data Mining, 29 April – 1 May 2010, Columbus, OH
Brilakis, I., Lourakis, M., Sacks, R., Savarese, S., Christodoulou, S., Teizer, J., and Makhmalbaf, A. (2009) "Automated Generation of Parametric BIMs based on Hybrid Video and Laser Scanning Data", Proceedings of the 16th EG-ICE Workshop on Intelligent Computing in Engineering, 15-17 July 2009, Berlin, Germany, Pages 59 – 66
Zhu, Z.and Brilakis, I. (2009) "Automated Detection of Concrete Columns from Visual Data" Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 24-27 June 2009, Austin, TX, Pages 135 – 142
Jog, G.and Brilakis, I. (2009) "Auto-calibration of a camera system using Image Alignment" Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 24-27 June 2009, Austin, TX, Pages 186 – 195
Vasudev, P.and Brilakis, I. (2009) "Progressive Site Modeling with Videogrammetry", Proceedings of the 2009 NSF Engineering Research and Innovation Conference, 22-25 June 2009, Honolulu, HI
Jog, G.and Brilakis, I. (2009) "Automated Vision Tracking of Project Related Entities”, Proceedings of the 2009 NSF Engineering Research and Innovation Conference, 22-25 June 2009, Honolulu, HI
Cordova, F., Sideris, D., Brilakis, I. and Angelides, D.C. (2009) "Validation of Vision Tracking at Egnatia Odos Motorway", Proceedings of the ASCE Construction Research Congress, 5-7 April 2009, Seattle, WA, Pages 81 – 90
Zhu, Z., Brilakis, I. and Parra-Montesinos, G. (2009) "Real Time Concrete Damage Visual Assessment for First Responders", Proceedings of the ASCE Construction Research Congress, 5-7 April 2009, Seattle, WA, Pages 1204 – 1213, received the Best Paper Award
Cordova, F., Sideris, D., Brilakis, I. and Angelides, D.C. (2009) "Vision Tracking at Thessaloniki Metro: A Case Study", Proceedings of the 1st International Conference on Transportation Construction Management, 9-12 February 2009, Orlando, FL
Zhu, Z.and Brilakis, I. (2008) "Automated Air Pockets Size Determination for Architectural Concrete Inspection", Proceedings of the 12th International Conference on Computing in Civil and Building Engineering joint with the 2008 International Conference on Information Technology in Construction, 16-18 October 2008, Beijing, China
Cordova, F.and Brilakis, I. (2008) "On Site 3D Vision Tracking of Construction Personnel", Proceedings of the 16th Annual Conference of the International Group for Lean Construction, 16-18 July 2008, Manchester, UK, Pages 809 – 820
Brilakis, I., Cordova, F. and Clark, P. (2008) "Automated 3D Vision Tracking for Project Control Support", Proceedings of the Joint US-European Workshop on Intelligent Computing in Engineering, 2-4 July 2008, Plymouth, UK, Pages 487 – 496
Zhu, Z.and Brilakis, I. (2008) "Defects Detection & Assessment in Concrete Surfaces", Proceedings of the Joint US-European Workshop on Intelligent Computing in Engineering, 2-4 July 2008, Plymouth, UK, Pages 441 – 450
Cordova, F.and Brilakis, I. (2008) "Automated 2D Tracking of Personnel in Construction Sites", Proceedings of the 10th International Conference on Application of Advanced Technologies in Transportation, 27-31 May 2008, Athens, Greece
Brilakis, I. (2008) "Vision Based Tracking of Project Related Entities", Proceedings of the NSF CMMI Engineering Research and Innovation Conference 2008, 7-10 January 2008, Knoxville, TN
Zhu, Z.and Brilakis, I. (2007) "Comparison of Civil Infrastructure Optical-based Spatial Data Acquisition Techniques", Proceedings of the ASCE International Workshop on Computing in Civil Engineering, 24-27 July 2007, Pittsburgh, PA, Pages 737 – 744
Suwwanakarn, S., Zhu, Z. and Brilakis, I. (2007) "Automated Air Pockets Detection for Architectural Concrete Inspection", Proceedings of the ASCE Construction Research Congress, 6-8 May 2007, Freeport, Bahamas
Soibelman, L., Wu, J., Caldas, C., Brilakis, I. and Lin, K.Y. (2006) "Data Analysis on Complicated Construction Data Sources: Vision, Research, and Recent Developments", Keynote article, Proceedings of the 13th EG-ICE Workshop on Intelligent Computing in Engineering & Architecture, 25-30 June 2006, Monte Verità, Ascona, Switzerland
Brilakis, I. (2006) "Automated On-Site Retrieval of Project Information", Proceedings of the 13th EG-ICE Workshop on Intelligent Computing in Engineering & Architecture, 25-30 June 2006, Monte Verità, Ascona, Switzerland
Brilakis, I. (2006) "Remote Wireless Communications for Construction Management: A Case Study", Proceedings of the International Conference on Computing and Decision Making in Civil and Building Engineering, 14-16 June 2006, Montreal, QC, Pages 135 – 144
Brilakis, I. and Soibelman, L. (2006) "Shape Recognition of Linear Construction Entities from Construction Site Images", Proceedings of the International Conference on Computing and Decision Making in Civil and Building Engineering, 14-16 June 2006, Montreal, QC, Pages 420 – 429
Brilakis, I. and Soibelman, L. (2005) "Automated Integration of Construction Images in Model Based Systems", Proceedings of the 1st International Conference on Construction Engineering and Management, 16-18 October 2005, Seoul, Korea
Brilakis, I. and Soibelman, L. (2005) "Automatic Integration of Construction Images using Digital Imaging and Pattern Recognition Tools", Proceedings of the 3rd International Conference on Construction in the 21st Century, 15-17 September 2005, Athens, Greece, Pages 804 – 809
Brilakis, I. and Soibelman, L. (2005) "Identification of Materials from Construction Site Images Using Content Based Image Retrieval Techniques", Proceedings of the International Conference on Computing in Civil Engineering, 12-15 July 2005, Cancun, Mexico
Brilakis, I. and Soibelman, L. (2005) "Comparison of manual and user guided methodologies for the classification and retrieval of construction site images", Proceedings of the ASCE Construction Research Congress, 5-7 April 2005, San Diego, CA