Published Journal Papers (Refereed)*
*Student and post-doctoral advisees are underlined
Rashidi, A., Dai, F., Brilakis, I. and Vela, P. (2012) "Optimized Selection of Key Frames for Monocular Videogrammetric Surveying of Civil Infrastructure", Journal of Advanced Engineering Informatics, Elsevier, in review
Becerik-Gerber, B., Brilakis, I., El-Anwar, O., El-Gohary, N., Mahfouz, T., Siddiqui, M.,Li, S. and Jog, G.(2012) "Grand Challenges for Civil Engineering Data Sensing, Information Analysis, and Knowledge Discovery",Journal of Computing in Civil Engineering, American Society of Civil Engineers, in review
Park, M.W. and Brilakis, I. (2012) "Construction Worker Detection in Video Frames for Initializing Vision Trackers", Journal of Automation in Construction, Elsevier, accepted
Koch, C., Jog, G.M. and Brilakis, I. (2012) "Towards Automated Pothole Distress Assessment Using Pavement Video Data", Journal of Computing in Civil Engineering, American Society of Civil Engineers, accepted
German, S., Brilakis, I. and DesRoches, R. (2012) "Rapid Entropy-Based Detection and Properties Measurement of Concrete Spalling with Machine Vision for Post-Earthquake Safety Assessments",Journal of Advanced Engineering Informatics, Elsevier, accepted
Dai, F., Rashidi, A., Brilakis, I. and Vela, P. (2012) "Comparison of Image- and Time-of-Flight-Based Technologies for 3D Reconstruction of Infrastructure", Journal of Construction Engineering and Management, American Society of Civil Engineers, accepted
Brilakis, I., Dai, F. and Radopoulou, S.C. (2012) "Achievements and Challenges in Recognizing and Reconstructing Civil Infrastructure", Invited paper from article at the 15th Workshop on Theoretic Foundations of Computer Vision, Dagstuhl Seminar 11261on Outdoor and Large-Scale Real-World Scene Analysis, Lecture Notes in Computer Science Journal, Springer, accepted
Park, M.W., Koch, C. and Brilakis, I. (2012) "Three-Dimensional Tracking of Construction Resources using an On-Site Camera System", Journal of Computing in Civil Engineering, American Society of Civil Engineers, Volume 26, Issue 4, July 2012, Pages 541 – 549
Rashidi, A., Fathi, H. and Brilakis, I. (2011) "Innovative Stereo Vision-Based Approach to Generate Dense Depth Map of Transportation Infrastructure" Transportation Research Record: Journal of the Transportation Research Board, Transportation Research Board of the National Academies, Volume 2215, 2011, Pages 93 – 99
Park, M.W., Makhmalbaf, A. and Brilakis, I. (2011) "Comparative Study of Vision Tracking Methods for Tracking of Construction Site Resources", Journal of Automation in Construction, Elsevier, Volume 20, Issue 7, November 2011, Pages 905 – 915
Brilakis, I., Fathi, H. and Rashidi, A. (2011) "Progressive 3D reconstruction of infrastructure with videogrammetry", Journal of Automation in Construction, Elsevier, Volume 20, Issue 7, November 2011, Pages 884 – 895
Zhu, Z., German, S. and Brilakis, I. (2011) "Visual Retrieval of Concrete Crack Properties for Automated Post-earthquake Structural Safety Evaluation", Journal of Automation in Construction, Elsevier, Volume 20, Issue 7, November 2011, Pages 874 – 883
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. (2011) "Data Fusion Approaches and Applications for Construction Engineering", Invited paper from article at the 2010 NSF Construction Engineering Conference, Journal of Construction Engineering and Management, American Society of Civil Engineers, Volume 137, Issue 10, October 2011, Pages 863 – 869
Fathi, H. and Brilakis, I. (2011) "Automated sparse 3D point cloud generation of infrastructure using its distinctive visual features", Journal of Advanced Engineering Informatics, Elsevier, Volume 25, Issue 4, October 2011, Pages 760 – 770
Jog, G., Fathi, H. and Brilakis, I. (2011) "Automated Computation of the Fundamental Matrix for Vision-Based Construction Site Applications", Journal of Advanced Engineering Informatics, Elsevier, Volume 25, Issue 4, October 2011, Pages 725 – 735
Brilakis, I., Park, M.W. and Jog, G. (2011) "Automated Vision Tracking of Project Related Entities", Journal of Advanced Engineering Informatics, Elsevier, Volume 25, Issue 4, October 2011, Pages 713– 724
Brilakis, I., German, S. and Zhu, Z. (2011) "Visual pattern recognition models for remote sensing of civil infrastructure", Journal of Computing in Civil Engineering, American Society of Civil Engineers, Volume 25, Issue 5, September/October 2011, Pages 388 – 393
Koch, C. and Brilakis, I. (2011) "Pothole Detection in Asphalt Pavement Images", Journal of Advanced Engineering Informatics, Elsevier, Volume 25, Issue 3, August 2011, Pages 507 – 515
Jog, G.M., Brilakis, I.K. and Angelides, D.C. (2011) "Testing in harsh conditions: Tracking resources on construction sites with machine vision", Journal of Automation in Construction, Elsevier, Volume 20, Issue 4, July 2011, Pages 328 – 337
Rashidi, A., Jazebi, F. and Brilakis, I. (2011) "A Neuro-Fuzzy Genetic System for Selection of Construction Project Managers", Journal of Construction Engineering and Management, American Society of Civil Engineers, Volume 137, Issue 1, January 2011, Pages 17 – 29
Zhu, Z., German, S. and Brilakis, I. (2010) "Detection of Large-Scale Concrete Columns for Automated Bridge Inspection", Journal of Automation in Construction, Elsevier, Volume 19, Issue 8, December 2010, Pages 1047 – 1055
Zhu, Z. and Brilakis, I. (2010) "Concrete Column Recognition in Images and Videos", Journal of Computing in Civil Engineering, American Society of Civil Engineers, Volume 24, Issue 6, November/December 2010, Pages 478 – 487
Zhu, Z. and Brilakis, I. (2010) "Parameter Optimization for Automated Concrete Detection in Image Data", Journal of Automation in Construction, Elsevier, Volume 19, Issue 7, November 2010, Pages 944 – 953
Brilakis, I., Lourakis, M., Sacks, R., Savarese, S., Christodoulou, S., Teizer, J. and Makhmalbaf, A. (2010) "Automated Generation of Parametric BIMs based on Hybrid Video and Laser Scanning Data", Invited paper from article at the 2009 EG-ICE Workshop on Intelligent Computing in Engineering, Journal of Advanced Engineering Informatics, Elsevier, Volume 24, Issue 4, November 2010, Pages 456 – 465
Zhu, Z. and Brilakis, I. (2010) "Machine Vision based Concrete Surface Quality Assessment", Journal of Construction Engineering and Management, American Society of Civil Engineers, Volume 136, Issue 2, February 2010, Pages 210 – 218
Zhu, Z. and Brilakis, I. (2009) "Comparison of Civil Infrastructure Optical-based Spatial Data Acquisition Techniques", Invited paper from article at the 2007 ASCE Computing in Civil Engineering Workshop, Special Issue in IT Support for Advanced Infrastructure Systems, Journal of Computing in Civil Engineering, American Society of Civil Engineers, Volume 23, Issue 3, May/June 2009, Pages 170 – 177
Zhu, Z. and Brilakis, I. (2008) "Detecting Air Pockets for Architectural Concrete Quality Assessment using Visual Sensing", Special Issue in Sensors in Construction and Infrastructure Management, Journal of Information Technology in Construction, Volume 13, Pages 86 – 102
Soibelman, L., Wu, J., Caldas, C., Brilakis, I. and Lin, K.Y. (2008) "Management and Analysis of Unstructured Construction Data Types", Journal of Advanced Engineering Informatics, Elsevier Science, Volume 22, Issue 1, January 2008, Pages 15 – 27
Brilakis, I. and Soibelman, L. (2008) "Shape-Based Retrieval of Construction Site Photographs", Journal of Computing in Civil Engineering, American Society of Civil Engineers, Volume 22, Issue 1, January/February 2008, Pages 14 – 20
Brilakis, I. (2007) "Long Distance Wireless Networking for Site -Office Data Communications", Journal of Information Technology in Construction, Volume 12, Pages 151 – 164
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", Revised selected paper from keynote article at the 13th EG-ICE Workshop on Intelligent Computing in Engineering & Architecture, Lecture Notes in Artificial Intelligence Journal, Springer, Volume 4200, October 2006, Pages 637 – 652
Brilakis, I. (2006) "Automated On-Site Retrieval of Project Information", Revised selected paper from article at the 13th EG-ICE Workshop on Intelligent Computing in Engineering & Architecture, Lecture Notes in Artificial Intelligence Journal, Springer, Volume 4200, October 2006, Pages 92 – 100
Brilakis, I., Soibelman, L., and Shinagawa, Y. (2006) "Construction Site Image Retrieval Based on Material Cluster Recognition", Journal of Advanced Engineering Informatics, Elsevier Science, Volume 20, Issue 4, October 2006, Pages 443 – 452
Brilakis, I. and Soibelman, L. (2006) "Multi-Modal Image Retrieval from Construction Databases and Model-Based Systems", Journal of Construction Engineering and Management, American Society of Civil Engineers, Volume 132, Issue 7, July 2006, Pages 777 – 785
Brilakis, I., Soibelman, L. and Shinagawa, Y. (2005) "Material-Based Construction Site Image Retrieval", Journal of Computing in Civil Engineering, American Society of Civil Engineers, Volume 19, Issue 4, October 2005, Pages 341 – 355
Brilakis, I. and Soibelman, L., (2005) "Content-Based Search Engines for Construction Image Databases", Journal of Automation in Construction, Elsevier Science, Volume 14, Issue 4, August 2005, Pages 537 – 550