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Ayman Habib

Professor of Civil Engineering, Co-Director of the Civil Engineering Center for Applications of UAS for a Sustainable Environment (CE-CAUSE), and Associate Director of the Joint Transportation Research Program

Purdue University
Lyles School of Civil Engineering
550 Stadium Mall Drive
West Lafayette, IN 47907-2051

Office: HAMP 4108
Phone: (765) 496-0173
Email: ahabib@purdue.edu
Web: personal web site

Specialty Area(s)

Education


  • B.Sc. (Distinction with Honor) Civil Engineering, Faculty of Engineering, Cairo University, Cairo, Egypt, 1986.

  • M.Sc. Civil Engineering (Specialty: Photogrammetry and Remote Sensing), Faculty of Engineering, Cairo University, Cairo, Egypt, 1989.

  • M.Sc. Geodetic Science (Specialty: Photogrammetry and Remote Sensing), Faculty of Mathematical and Physical Science, The Ohio State University, Columbus, Ohio, USA, 1993.

  • Ph.D. Geodetic Science (Specialty: Photogrammetry and Remote Sensing), Faculty of Mathematical and Physical Science, The Ohio State University, Columbus, Ohio, USA, 1994.

Honors & Awards


  • 2017: Outstanding Achievement Award presented at the 10th International Conference on Mobile Mapping Technology in recognition of pioneering contributions in developing and promoting Mobile Mapping Technology. Outstanding Achievement Award presented at the 10th International Conference on Mobile Mapping Technology in recognition of pioneering contributions in developing and promoting Mobile Mapping Technology.

  • 2017: Second Place for the 2017 John I. Davidson President's Award for Practical Papers in the Journal of Photogrammetric Engineering and Remote Sensing - He, F., & Habib, A. (2016). Automated Relative Orientation of UAV-Based Imagery in the Presence of Prior Information for the Flight Trajectory. Photogrammetric Engineering & Remote Sensing, 82(11), 879-891.

  • 2016: Purdue's 2016 Seed for Success Award for the project "Automated Sorghum Phenotyping and Trait Development Platform". The Seed for Success Award is given in recognition of the accomplishments of single investigators and teams of investigators for their efforts in obtaining a $1 million dollar or more external sponsored award.

  • 2016: Grand prize winner for the 2016 Talbert Abrams Award for the following paper in the Journal of Photogrammetric Engineering and Remote Sensing: Mazaheri, M., & Habib, A. (2015). Quaternion-Based Solutions for the Single Photo Resection Problem. Photogrammetric Engineering & Remote Sensing,81(3), 209-217.

  • 2014: Second Honorable Mention recipient for the 2014 Talbert Abrams Award for the following paper in the Journal of Photogrammetric Engineering and Remote Sensing: "Al-Durgham, M. and Habib, A., 2013. A Framework for the Registration and Segmentation of Heterogeneous LiDAR Data," PE&RS, 79 (2), 135-145".

  • 2013: Recipient of the 2013 Innovation in Mobile Mapping Award for the following paper "Kwak, E., Habi, A., and Tseng, Y., 2013. Comparative Analysis of Different Approaches for Multi-Camera System Calibration. 8th International Symposium of Mobile Mapping Technology, Tainan, Taiwan, May 1-3, 2013".

  • 2013: Recipient of the 2013 Best Paper Award for the following paper "Lari, Z., Al-Durgham, M., Wang, M., and Habib, A., 2013. Comparative Analysis of Region Growing, Octree-Based Split-and-Merge, and Parameter-Domain LiDAR Segmentation Techniques. 8th International Symposium of Mobile Mapping Technology, Tainan, Taiwan, May 1-3, 2013".

  • 2013: Recipient of the 2013 Best Paper Award for the following paper "Armeshi, H. and Habib, A., 2013. Automated extraction of specific features/objects from imagery of electrical substation. 8th International Symposium of Mobile Mapping Technology, Tainan, Taiwan, May 1-3, 2013".

  • 2012: Recipient of the President's Citation Award from the International Society for Photogrammetry and Remote Sensing (ISPRS) for his four-year service as the Chair of Working Group I/3 - Multi-sensor multi-platform inter-calibration. The citation is awarded in recognition of special, personal and meritorious contributions to the operation of the working group's activities and advancement of its interests. The award was handed in during the closing ceremony of the XXII ISPRS Congress in Melbourne, Australia (Aug. 25 - Sep. 1, 2012.

  • 2011: Recipient of the 2011 Third and Fourth Year Dinner Teaching Excellence Award for Geomatics Engineering.

  • 2011: Recipient of the Best Oral Presentation Award from the 2011 ISPRS Laser Scanning Workshop for the following paper "Al-Durgham, M., Detchev, I., and Habib, A., 2011. Analysis of Two Triangle-Based Multi-Surface Registration Algorithms of Irregular Point Clouds. Proceedings of the 2011 Laser Scanning Workshop, Calgary, Alberta, August 29-31, 2011".

  • 2011: Recipient of the 2011 American Society of Photogrammetry and Remote Sensing (ASPRS) Photogrammetric (Fairchild) Award. This award was established in 1944 to stimulate the development of the art of aerial photogrammetry.

  • 2011: Best Paper Award from the 2011 International Workshop on Multi-Platform/Multi-Sensor Remote Sensing and Mapping for the following paper "Kersting, K., Habib, A., Bang, K., 2011. Mounting Parameters Calibration of GPS/INS-Assisted Photogrammetric Systems. Proceedings of the 2011 International Workshop on Multi-Platform/Multi-Sensor Remote Sensing and Mapping, Xiamen, China, January 10-12, 2011".

  • 2010: Plaque of Appreciation from the 14th Saudi Technical Exchange Meeting, May 31 - June 2, 2010, King Fahd University of Petroleum and Minerals (KFUPM).

  • 2009: Certificate of Appreciation from the Center for Space and Remote Sensing Research, National Central University Taiwan. This certificate is presented in recognition of substantial contribution to the 2009 CSRS 2009 seminar series.

  • 2008: Third Place for the 2008 John I. Davidson President's Award for Practical Papers in the Journal of Photogrammetric Engineering and Remote Sensing "Habib, A., Kim, E., and Kim, C., 2007. New Methodologies for True Orthophoto Generation, PERS, 73 (1), 25-36".

  • 2008: First runner-up for the 2008 Talbert Abrams Award for the following paper in the Journal of Photogrammetric Engineering and Remote Sensing: "Habib, A., Kim, E., and Kim, C., 2007. New Methodologies for True Orthophoto Generation, PERS, 73 (1), 25-36".

  • 2008: Grand prize winner for the 2008 Talbert Abrams Award for the following paper in the Journal of Photogrammetric Engineering and Remote Sensing: Morgan, M., Kim, K., Jeong, S., Habib, A. Epipolar Resampling of Space-Borne Linear Array Scanner Scenes using Parallel Projection. Photogrammetric Engineering and Remote Sensing; 2006, 72 (11): 1255-1263.

  • 2008: Certificate of Nomination for the GSA Teaching Excellence Awards for "Consistently facilitating a positive, proactive and empowering environment for lifelong learners at the University of Calgary". Presented by the Graduate Students' Association Teaching Excellence Awards Committee.

  • 2008: Recipient of the 2007 Geomatics Engineering Graduate Educator Award for outstanding contributions to graduate education in the Schulich School of Engineering at the University of Calgary.

  • 2007: Second Place for the 2007 John I. Davidson President's Award for Practical Papers for the "ASPRS Report to the U.S. Geological Survey on Digital Ortho-imagery. Photogrammetric Engineering and Remote Sensing, 72(2) 95-108".

  • 2006: 2005/2006 Recipient of the Research Excellence Award from the Department of Geomatics Engineering, University of Calgary.

  • 2005: 2004/2005 Professor of the year as chosen by the students of Geomatics Engineering, University of Calgary.

  • 2005: Recipient of the Best Paper Award from the Twentieth International Society of Photogrammetry and Remote Sensing (ISPRS) Congress in Turkey, Istanbul (July 12-23, 2004) for the following paper:
    Habib, A., Al-Ruzouq, R., and Kim, C. Semi-Automatic Registration and Change Detection using Multi-source Imagery with Varying Geometric and Radiometric Properties. XXth ISPRS Congress, Istanbul, Turkey, PS ICWG II/IV Change Detection and Updating for Geo-database, pp.445, (12-23 July 2004).

  • 2004: Recipient of the Talbert Abrams Second Honorable Mention from the American Society of Photogrammetry and Remote Sensing (ASPRS) for the following paper in the PE&RS journal.
    Habib, A., Lee, Y., and Morgan, M. Automatic Matching and Three-Dimensional Reconstruction of Free-Form Linear Features from Stereo Images. Photogrammetric Engineering and Remote Sensing, Vol. 69, February 2003, pp. 189-197.

  • 2002: Recipient of the Talbert Abrams Grand Award from the American Society of Photogrammetry and Remote Sensing (ASPRS) for the following paper in the PE&RS journal.
    Habib, A. and Kelley, D. Single Photo Resection Using the Modified Hough Transform. Photogrammetric Engineering and Remote Sensing, Vol. 67, August 2001, pp. 909-914.

  • 2002: Plaque of Appreciation from the Korean Society for Geo-Spatial Information System, November 11, 2002.
    This award has been presented for the esteemed cooperation and the international relationship between the University of Calgary and the Korean Society for Geo-Spatial Information System.

  • 1996: Recipient of the Duane C. Brown Senior Award that was established to "promote and stimulate scientific activity on Photogrammetry."
    The Duane C. Brown Award is presented to a person who has most successfully forwarded the cause of Photogrammetry and strengthened the reputation of the Department of Geodetic science and Surveying (currently, the Department of Civil and Environmental Engineering and Geodetic Science) of The Ohio State University in the field of Photogrammetry.

Books and Monographs


  • El-Sheimy, N., Valeo, C., and Habib, A., 2005. Digital Terrain Modeling: Acquisition, Manipulation, and Applications. Artech House, Published July 2005, ISBN 1580539211 (259 pages).


Edited Books

  • Schenk, T. and Habib, A., Editors, 1998 (Volumes 1 & 2). Object Recognition and Scene Classification from Multi-spectral and Multi-sensor Pixels.

  • Habib, A., and, Wang, C., Editors, 2011. Multi-Platform and Multi-Sensor Remote Sensing and Mapping. IEEE Catalog Number: CFP1136M-DVD, ISBN: 978-1-4244-9403-3, 329 pages.


Chapters in Books

  • Habib, A., Lin, Y., and Lari, Z., 2016. Geometric Processing: Active Sensor Modeling and Calibration (LiDAR). Comprehensive Remote Sensing, Elsevier Inc. (41 pages)

  • Habib, A., 2016. Rotation in 3D Space. Chapter 2 in "Fourati, H., Belkhiat, D. E. C., & Iniewski, K. (Eds.). (2016). Multisensor Attitude Estimation: Fundamental Concepts and Applications". CRC Press., pp. 15-36.

  • Lari, Z. and Habib, A., 2016. Quality Control of LiDAR Data and its Processing. Chapter 5-6 in "Manual of Remote Sensing, 4th Edition - Quality Assurance and Quality Control of Remote Sensing Systems". (in Press)

  • Kresting, A. and Habib, A., 2016. Geometric Calibration of Active Remote Sensing Systems (LiDAR). Chapter 5-3 in "Manual of Remote Sensing, 4th Edition - Quality Assurance and Quality Control of Remote Sensing Systems". (in Press)

  • Habib, A. (Editor), 2016. Quality Assurance and Quality Control of Remote Sensing Systems. Manual of Remote Sensing, 4th Edition. (in Press)

  • Habib, A., 2013. Modern Photogrammetric Mapping. Advances in Mapping from Aerospace Imagery: Techniques and Applications, Yang, X. and Li, J., Editors, CRC Press, Taylor & Francis Group, pp. 1-31.

  • Habib, A., 2010. Manual of Geospatial Science and Technology. Chapter 23: Airborne LiDAR Mapping. John Bossler, Editor, Taylor and Francis, London, pp. 439-466.

  • Habib, A., 2010. Manual of Geospatial Science and Technology. Chapter 4: Coordinates and Coordinate Transformation. John Bossler, Editor, Taylor and Francis, London, pp. 31-54.

  • Habib, A., 2008. Topographic Laser Ranging and Scanning: Principles and Processing. Chapter 9: Accuracy, Quality Assurance, and Quality Control of LiDAR Data. Jie Shan and Charles Toth (Editors), CRC Press (Taylor & Francis Group), pp. 269-294.

  • Habib, A., 2008. Topographic Laser Ranging and Scanning: Principles and Processing. Chapter 13: Integration of LiDAR and Photogrammetric Data: Triangulation and Ortho Rectification. Jie Shan and Charles Toth (Editors), CRC Press (Taylor & Francis Group), pp. 371-401.

  • Habib, A., Shin, S., Kim, C., Al-Durgham, M., 2006. Integration of Photogrammetric and LiDAR Data in a Multi-Primitive Triangulation Environment. Innovations in 3D Geo Information Systems, Lecture Notes in Geo-Information and Cartography, pp. 29-45. Editors: Abdul-Rahman, A., Zlatanova, S., Coors, V., Springer, 2006.

  • Habib, A., Kim, C., 2006. LiDAR-Aided True Orthophoto and DBM Generation System. Innovations in 3D Geo-Information Systems, Lecture Notes in Geo Information and Cartography, pp. 47-65. Editors: Abdul-Rahman, A., Zlatanova, S., Coors, V., Springer, 2006.

  • Habib, A., Cheng, R., 2006. Surface Matching Strategy for Quality Control of LiDAR Data. Innovations in 3D Geo-Information Systems, Lecture Notes in Geo Information and Cartography, pp. 67-83. Editors: Abdul-Rahman, A., Zlatanova, S., Coors, V., Springer, 2006.

  • Habib, A., Bang, K., Kim, C., Shin, S., 2006. True Orthophoto Generation from High Resolution Satellite Imagery. Innovations in 3D Geo Information Systems, Lecture Notes in Geo Information and Cartography, pp. 641-656. Editors: Abdul-Rahman, A., Zlatanova, S., Coors, V., Springer, 2006.

  • Habib, A., 2002. Manual of Geospatial Science and Technology. Chapter 4: Coordinates and Coordinate Transformation. John Bossler, Editor, Taylor and Francis, London, pp. 27-49.

Selected Publications
Bulletins and Technical Reports


  • Habib, A., Kim, E., Wang, S., Kresting, A., 2009. Registration Quality - Towards Integration of Laser Scanning and Photogrammetry. Submitted to the EuroSDR (28 pages).

  • Habib, A., Kersting, A., and Bang, K., 2009. Calibration of LiDAR Systems. Submitted to Institute of Technology and Development, located in Curitiba, Brazil (73 pages).

  • Habib, A. and Rens, J., 2008. Quality Assurance and Quality Control of LiDAR Systems and Derived Data. Submitted to the ASPRS LiDAR Committee (15 pages).

  • Habib, A. and Kersting, J., Kim, C., 2008. 2D-3D GIS Updating and Change Detection using LiDAR Data. Project Report Submitted to the Sejong University for the Seoul City Project (66 Pages).

  • Habib, A., 2008. Technology Development for the Generation and Updating of Next Generation Digital Base-Maps, Project Report Submitted to the Korean Land Spatialization Research Project (22 Pages).

  • Habib, A., Kim, C., Bang, K., Kersting, A., Kersting, J., Jarvis, A., Zhai, R., and Detchev, I., 2008. Semi-Automated 3D Complex Building Extraction from Multiple Aerial Images and LiDAR Data. Submitted to the Korean Electronics and Telecommunications Research Institute (ETRI), April 2008 (113 pages).

  • Habib, A., Bang, K., Aldelgawy, M., Chang, D., Kim, C., Kresting, A., Lay, J., 2007. Algorithmic Development for Rapid Updating of GIS Database Using Multi-Source Geo-Spatial Data. Technical Report Submitted to Sejong University for the Seoul City Project (80 pages).

  • Habib, A., Kim, C., Bang, K., Wong, Y., 2006. Skeleton Design for the Development of Multi-Sensor and Multi-Primitive Triangulation System. Submitted to the Alberta Science and Innovation Authority. (45 pages)

  • Habib, A., 2006. Small & Medium Format Digital Cameras Specifications. Technical report submitted to the Integrated Land Management Bureau (ILMB), Base Mapping and Geomatics Services, Canada. (47 pages)

  • Habib, A., Lay, J., Wang, C., 2006. Accuracy, Quality Assurance, and Quality Control of LiDAR Systems: Technical Background. Technical report submitted to the Integrated Land Management Bureau (ILMB), Base Mapping and Geomatics Services, July 2006 (71 pages).

  • Habib, A., Kim, C., Bang, K., 2006. Algorithms for True Orthophoto Generation by Integrating Photogrammetric and LiDAR Data. Submitted to the Korean Electronics and Telecommunications Research Institute (ETRI), October 2006 (58 pages).

  • Habib, A., 2006. LiDAR Data Specifications, Technical report submitted to the Integrated Land Management Bureau (ILMB), Base Mapping and Geomatics Services, November 2006 (40 pages).

  • Habib, A., Ghanma, M., 2005. Incorporation of LiDAR Data in Photogrammetric Triangulation. Submitted to the Korean Electronics and Telecommunication Research Institute, Korea. (61 pages)

  • Habib, A., Kim, C., Bang, K., Wong, Y., 2005. Multi-Sensor Triangulation: Theoretical Background and Experimental Results from Real Data. Submitted to the Korean Electronics and Telecommunication Research Institute, Korea. (45 pages)

  • Habib, A., Ghanma, M., Al-Ruzouq, R., Morgan, M., Mrstik, M., and Mitishita, E., 2005. Co-Registration of Photogrammetric and LiDAR Surfaces. Submitted to the GEOIDE Research Network, Canada. (52 pages).

  • Habib, A., Kim, E., Morgan, M., and Kim, C., 2004. Investigation into Geometric Fusion of Satellite Based Imaging Systems for 3-D Object Reconstruction. Submitted to the Korean Electronics and Telecommunications Research Institute (ETRI), Korea, December 2004 (170 pages).

  • Habib, A. and Ghanma, M., 2004. Close Range Photogrammetric Reconstruction. Technical report for ENGO 501 (44 pages)

  • Habib, A., Dunn, C., Pullivelli, A., and Ghanma, M., 2004. Camera Calibration and Stability Analysis Using AutoMeasure, MSAT, and CAST Packages: Software Specification Report. Submitted to Mosaic Mapping Systems, Ottawa, Canada, September 2004 (70 pages).

  • Habib, A., Mrstik, P., Pullivelli, A., Ghanma, M., Al-Ruzouq, R., Kim, E., and Cheng, R., 2004. Quantitative Measures for the Evaluation of Camera Stability. Submitted to the GEOIDE Research Network, Canada, April, 2004 (57 pages).

  • Habib, A. and Morgan, M., 2003. Epipolar Image Resampling from Push-Broom Imagery Phase II - Further Investigation & Implementation. Submitted to the Korean Electronics and Telecommunications Research Institute (ETRI), August, 2003 (96 pages).

  • Habib, A. and Ghanma, M., 2003. Software Development for Digital Camera Calibration. Submitted to the United States Geological Survey (USGS)/The Ohio State University, December, 2003 (40 pages).

  • Habib, A. and Morgan, M., 2002. Epipolar Image Resampling from Push-Broom Imagery: Investigation and Preliminary Implementation. Submitted to the Korean Electronics and Telecommunications Research Institute (ETRI), December, 2002 (107 pages).

  • Habib, A., Lee, Y., and Morgan, M., 2001. Recognition of Road Signs in Terrestrial Color Imagery - Phase 1: Hypothesis Generation. Project Report Submitted to Navigation Technologies Inc., Chicago, USA.

  • Habib, A., Asmamaw, A., May, M., and Kelley, D., 1999. Linear Features in Photogrammetry. Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University. Departmental Report # 451.

  • Habib, A., Uebbing, R., and Asmamaw, A., 1999. Automatic Extraction of Road Intersections from Raster Maps. Project Report submitted to the Center for Mapping, The Ohio State University.

  • Habib, A. and Beshah, B., 1998. Modeling Panoramic Linear Array Scanner. Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University. Departmental Report # 443.

  • Kurt, N. and Habib, A., 1998. Concepts for Positioning and Object Recognition for Multi-Sensor Data with GPS Support. Project Report Submitted to US Air Force (76 pages).

  • Habib, A., 1994. Estimation of Motion Parameters for Stereo-Image Sequences Using Data Association of Linear Features. PhD thesis, Department of Geodetic Science, The Ohio State University (129 pages).

  • Habib, A., 1986. Treatment of Photogrammetric Measurements from the Effect of Earth Curvature. MSc thesis, Department of Civil Engineering, Cairo University.


Articles in Refereed Journals (published and accepted)

  • Al-Rawabdeh, A.; Moussa, A.; Foroutan, M.; El-Sheimy, N.; Habib, A., 2017 Time Series UAV Image-Based Point Clouds for Landslide Progression Evaluation Applications. Sensors (17), 2378.

  • Chen, M.; Habib, A.; He, H.; Zhu, Q.; Zhang, W., 2017. Robust Feature Matching Method for SAR and Optical Images by Using Gaussian-Gamma-Shaped Bi-Windows-Based Descriptor and Geometric Constraint. Remote Sensing (9), 882.

  • Lari, Z., El-Sheimy, N., & Habib, A., 2017. A New Approach for Realistic 3D Reconstruction of Planar Surfaces from Laser Scanning Data and Imagery Collected Onboard Modern Low-Cost Aerial Mapping Systems. Remote Sensing, 9(3), 212.

  • Detchev, I., Lichti, D., Habib, A., & El-Badry, M., 2017. Multi-dimensional and multi-temporal motion estimation of a beam surface during dynamic testing using low-frame rate digital cameras. Applied Geomatics, 1-15.

  • Lin, Y., Benziger, R., and Habib, A. (2016). Planar-Based Adaptive Down-Sampling of Point Clouds. Photogrammetric Engineering & Remote Sensing, 82(12), 955-966.

  • Habib, A., Han, Y.*, Xiong, W., He, F., Zhang, Z., & Crawford, M. (2016). Automated Ortho-Rectification of UAV-Based Hyperspectral Data over an Agricultural Field Using Frame RGB Imagery. Remote Sensing, 8(10), 796.

  • He, F., and Habib, A. (2016). Automated Relative Orientation of UAV-Based Imagery in the Presence of Prior Information for the Flight Trajectory. Photogrammetric Engineering & Remote Sensing, 82(11), 879-891.

  • Habib, A., Xiong, W., He, F., Yang, H., and Crawford, M., 2016. Improving Ortho-rectification of UAV-based Push-broom Scanner Imagery using Derived Orthophotos from Frame Cameras. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume: 10, No. 1, Issue 99, 262-276.

  • Guo, Z., Du, S., and Habib, A., 2016. An Extended Random Walker Approach for Object Extraction by Integrating VGI Data and VHR Image. An Extended Random Walker Approach for Object Extraction by Integrating VGI Data and VHR Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(5), 1854-1863.

  • Kim, C., Habib, A., Pyeon, M., Kwon, G. R., Jung, J., & Heo, J. (2016). Segmentation of Planar Surfaces from Laser Scanning Data Using the Magnitude of Normal Position Vector for Adaptive Neighborhoods. Sensors,16(2), 140.

  • Al-Rawabdeh, A., He, F., Mousaa, A., El-Sheimy, N., & Habib, A. (2016). Using an Unmanned Aerial Vehicle-Based Digital Imaging System to Derive a 3D Point Cloud for Landslide Scarp Recognition. Remote Sensing, 8(2), 95.

  • Habib, A., & Lin, Y. J. (2016). Multi-Class Simultaneous Adaptive Segmentation and Quality Control of Point Cloud Data. Remote Sensing,8(2), 104.

  • He, F., & Ayman, H. (2016). A Closed-Form Solution for Coarse Registration of Point Clouds Using Linear Features. Journal of Surveying Engineering, 04016006.

  • Chiang K-W, Tsai M-L, Naser E-S, Habib A, Chu C-H, 2015. New Calibration Method Using Low Cost MEM IMUs to Verify the Performance of UAV-Borne MMS Payloads. Sensors. 2015; 15(3):6560-6585.

  • Mazaheri, M., and Habib, A., 2015. Quaternion-Based Solutions for the Single Photo Resection Problem. Photogrammetric Engineering and Remote Sensing Journal, Vol. 81, No. 3, pp. 209-2017.

  • Habib, A., Detchev, I., and Kwak, E., 2014. Stability Analysis for a Multi-Camera Photogrammetric System. Sensors 2014, 14, pp. 15084-15112; doi: 10.3390/s140815084.

  • Lari, Z., Habib, A., Mazaheri, M., and Al-Durgham, K., 2014. Multi-camera system calibration with built-in relative orientation constraints (part 1): Theoretical principle, Journal of Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography, Vol. 32, No. 3, pp.191-204.

  • Lari, Z., Habib, A., Mazaheri, M., and Al-Durgham, K., 2014. Multi-camera system calibration with built-in relative orientation constraints (part 2): Automation, implementation, and experimental results, Journal of Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography, Vol. 32, No. 3, pp.205-216.

  • Al-Durgham, K., and Habib, A., 2014. Association-Matrix-Based Sample Consensus Approach for Automated Registration of Terrestrial Laser Scans using Linear Features. Photogrammetric Engineering and Remote Sensing Journal, Vol. 80, No. 10, pp. 23-33.

  • Lari, Z. and Habib, A., 2014. An adaptive approach for the segmentation and extraction of planar and linear/cylindrical features from laser scanning data, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 93, pp. 192-212.

  • Canaz, S. and Habib, A., 2013. Photogrammetric Features for the Registration of Terrestrial Laser Scans with Minimum Overlap. Journal of Geodesy and Geoinformation, Vol. 2, Iss. 1, pp. 1-8, May 2013.

  • Habib, A., Lari, Z., Kwak, E., and Al-Durgham, K., 2013. Automated Detection, Localization, and Identification of Signalized Targets and their Impact on Digital Camera Calibration. Brazilian Journal of Cartography (RBC) - Revista Brasileira de Cartografi a, N0 65/4, p. 785-803, 2013.

  • Kwak, E., Habib, A., 2013. Automatic representation and reconstruction of DBM from LiDAR data using Recursive Minimum Bounding Rectangle. ISPRS J. Photogram. Remote Sensing (2013), http://dx.doi.org/10.1016/j.isprsjprs.2013.10.003.

  • Kwak, E., Habib, A., Tseng, Y., 2013. Comparative Analysis of Different Approaches for Multi-Camera System Calibration. Journal of Aeronautics, Astronautics and Aviation, Series A, Vol. 45, No. 3, Pp. 171-178.

  • Kwak, E., I. Detchev, A. Habib, M. El-Badry, and C. Hughes, 2013. Precise photogrammetric reconstruction using model-based image fitting for 3D beam deformation monitoring. Journal of Surveying Engineering, Vol. 139, No. 3, pp. 143-155.

  • Detchev, I., A. Habib, and M. El-Badry, 2013. Dynamic beam deformation measurements with off-the-shelf digital cameras. Journal of Applied Geodesy, Vol. 7, No. 3, pp.147-157.

  • Kersting, A., Habib, A., and Muller, M., 2013. Quantitative Evaluation and Quality Control of Commercially Adopted Traditional and Modern LiDAR System Calibration Techniques. Brazilian Journal of Cartography - RBC, No. 65/04, pp. 731-745 (Invited Paper).

  • Al-Durgham, M., and Habib, A., 2013. A Framework for the Registration and Segmentation of Heterogeneous LiDAR Data. Photogrammetric Engineering and Remote Sensing Journal, Vol. 79, No. 2, pp. 135-145.

  • Lari, Z., and Habib, A., 2013. New Approaches for Estimating the Local Point Density and its Impact on LiDAR Data Segmentation. Photogrammetric Engineering and Remote Sensing Journal, Vol. 79, No. 2, pp. 195-207.

  • Kersting, A. and Habib, A., 2012. A Comparative Analysis between Rigorous and Approximate Approaches for LiDAR System calibration. Journal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography (Invited Paper), 2012.30.6, pp. 503-515.

  • Kersting, A., Habib, A., Bang, K., and Skaloud, J., 2012. Automated approach for rigorous light detection and ranging system calibration without preprocessing and strict terrain coverage requirements. Journal of Optical Engineering, 51, 076201 (2012), DOI:10.1117/1.OE.51.7.07620.

  • Al-Ruzouq, A., and Habib, A., 2012. Linear Features for Automatic Registration and Reliable Change Detection of Multi-Source Imagery. Journal of Spatial Science (formerly, The Australian Surveyor and Cartography), Vol. 57, No. 1, June 2012, pp. 51-64.

  • Yan, W., Shaker, A., Habib, A., Kersting, A., 2012. Improving Classification Accuracy of Airborne LiDAR Intensity Data by Geometric Calibration and Radiometric Correction. ISPRS Journal of Photogrammetry and Remote Sensing, January 2012, Vol. 67, pp. 35-44.

  • Habib, A., Kersting, A., Bang, K., and Rau, J., 2011. A novel Single Step Procedure for the Calibration of the Mounting Parameters of a Multi-Camera Mobile Mapping System. Archives of Photogrammetry, Cartography and Remote Sensing, Vol. 22, pp. 173-185.

  • Habib, A., Kwak, E., and Al-Durgham, M., 2011. Model-Based Automatic 3D Building Model Generation by Integrating LiDAR and Aerial Images. Archives of Photogrammetry, Cartography and Remote Sensing, Vol. 22, pp. 187-200.

  • Habib, A., Kersting, A., Shaker, A., and Yan, W., 2011. Geometric Calibration and Radiometric Correction of LiDAR Data and their Impact on the Quality of Derived Products. Sensors 2011; Vol. 11, No. 9, pp. 9069-9097.

  • Detchev, I., Habib, A., and Chang, Y., 2011. Image Matching and Surface Registration for 3D Reconstruction of a Scoliotic Torso. GEOMATICA Journal, Vol. 65, No. 2, 2011, pp. 327-335.

  • Renaudin, E., Habib, A., Kersting, A., 2011. Feature-Based Registration of Terrestrial Laser Scans with Minimum Overlap Using Photogrammetric Data. ETRI Journal, Vol. 33, No.4, Aug. 2011, 517-527.

  • Rau J.-Y., Habib A.F., Kersting A.P., Chiang K.-W., Bang K.-I., Tseng Y.-H., Li Y.H., 2011. Direct Sensor Orientation of a Land-Based Mobile Mapping System. Sensors, 2011, Vol. 11, No. 7, pp. 7243-7261.

  • Bang, K., Habib, A., and Kersting, A., 2010. Estimation of Biases in LiDAR System Calibration Parameters using Overlapping Strips. Canadian Journal of Remote Sensing, Vol. 36, Suppl. 2, pp. S335-S354.

  • Lee, J., Han, D., Kiyun, Y., Joon, H., and Habib, A., 2010. An Automatic Registration Method for Adjustment of Relative Elevation Discrepancies between LiDAR Data Strips. GIS & Remote Sensing Journal, vol. 76, no. 1, pp. 115-134.

  • Habib, A., Zhai, R., and Kim, C., 2010. Generation of Complex Building Models by Integrating Stereo-Aerial Imagery and LiDAR Data. Photogrammetric Engineering and Remote Sensing Journal vol. 76, no. 5, pp. 609-623.

  • Habib, A., Bang, K., Kersting, A., and Chow, J., 2010. Alternative Methodologies for LiDAR System Calibration. Remote Sensing Journal (ISSN 2072-4292), Vol. (2), pp. 874-907.

  • Habib, A., Kersting, A., Bang, K., and Lee, D., 2010. Alternative Methodologies for the Internal Quality Control of Parallel LiDAR Strips. IEEE Transactions on Geo-Science and Remote Sensing, Vol. 48, No. 1, pp. 221-236.

  • Bang, K., Habib, A., and Muller, M., 2009. LiDAR System Calibration Using Overlapping Strips. Geodetic Science Bulletin Journal, Vol. 15, No 5, pp. 725-743.

  • Lichti, D., Habib, A., Detechev, I., 2009. An Object-Space Simulation Method for Low-Cost digital Camera Stability Testing. Photogrammetric Engineering and Remote Sensing Journal, vol. 75, no. 12, pp. 1407-1414.

  • Dal Poz, A., Habib, A., Marcato, V., Correia, L., 2009. Geometric Refinement of Laser-Derived Building Roof Contours using Photogrammetric Data. Geodetic Science Bulletin, Vol. 15, No. 3, pp. 208-223 (July, 2009).

  • Habib, A., Bang, K., Kersting, K., and Lee, D., 2009. Error Budget of LiDAR Systems and Quality Control of the Derived Data. Photogrammetric Engineering and Remote Sensing, vol. 75, no. 9, pp.1093-1108.

  • Kim, C., Habib, A., 2009. Object-Based Integration of Photogrammetric and LiDAR Data for Automated Generation of Complex Polyhedral Building Models. Sensors Journal. 2009; 9(7):5679-5701.

  • Habib, A., Chang, Y., Lee, D., 2009. Occlusion-based Methodology for the Classification of LiDAR Data. Journal of Photogrammetric Engineering and Remote Sensing, Vol. 75, No. 6, pp. 703-712.

  • Habib, A., Kersting, A., Bang, K., Zhai, R., Al-Durgham, M., 2009. A Strip Adjustment Procedure to Mitigate the Impact of Inaccurate Mounting Parameters in Parallel Strips. The Photogrammetric Record 24(126): 171-195.

  • Mitishita, E., Habib, A., Centeno, J., Machado, A., Lay, J., Wong, C., 2008. Photogrammetric and LiDAR Data Integration Using the Centroid of a Rectangular Roof as a Control Point. The Photogrammetric Record 23(121): 19-35.

  • Habib, A., Shin, S., Kim, K., Kim, C., Bang, K., Kim, E., Lee, D., 2007. Comprehensive Analysis of Sensor Modeling Alternatives for High Resolution Imaging Satellites. Photogrammetric Engineering and Remote Sensing; 2007, 73 (11):1241-1251.

  • Shin, S., Habib, A., Ghanma, M., Kim, C., and Kim, E., 2007. Algorithms for Multi-Sensor and Multi-Primitive Photogrammetric Triangulation. ETRI Journal, Vol. 29, No. 4, August 2007, pp. 411-420.

  • Lee, J., Yu, K., Kim., Y., Habib, A., 2007. Adjustment of Discrepancies between LiDAR Data Strips Using Linear Features. IEEE Geoscience and Remote Sensing Letters, Vol 4., No. 3, July 2007, pp. 475-479.

  • Cheng, R., Habib, A., 2007. Stereo-Photogrammetry for Generating and Matching Facial Models. Optical Engineering Journal, June 2007, Vol. 46(7): pp. 067203/1 - 067203/11.

  • Habib, A., Kim, E., Kim, C., 2007. New Methodologies for True Orthophoto Generation. Photogrammetric Engineering and Remote Sensing; 2007, 73 (1): 25-36.

  • Jaremko, J., Cheng, R., Lambert, R., Habib, A., and Ronsky, J., 2006. Reliability of an efficient MRI-based method for estimation of knee cartilage volume using surface registration. Osteoarthritis and Cartilage Journal, 2006; 14(9):914-922.

  • Morgan, M., Kim, K., Jeong, S., Habib, A., 2006. Epipolar Resampling of Space-Borne Linear Array Scanner Scenes using Parallel Projection. Photogrammetric Engineering and Remote Sensing; 2006, 72 (11): 1255-1263.

  • Habib, A., Cheng, R., Kim, E., Mitishita, E., Frayne, R., and Ronsky, J., 2006. Automatic Surface Matching for the Registration of LiDAR Data and MR Imagery Authors. ETRI (Electronics and Telecommunication Research Institute) Journal, Volume 28, Number 2, pp. 162-174.

  • Habib, A., Pullivelli, A., Mitishita, E., Ghanma, M., and Kim E., 2006. Stability analysis of low-cost digital cameras for aerial mapping using different geo-referencing techniques, Journal of Photogrammetric Record, 21(113):29-43, March 2006.

  • McGlone, C., Barclay, T., Freeborn, E., Greve, C., Habib. A., Keating, T., Lenczowski, R., Logan, B., Schenk, T., Stojic, M., Voss, A., Lee, G., and Plasker, J., 2006. ASPRS Report to the US Geological Survey on Digital Ortho-imagery, Photogrammetric Engineering and Remote Sensing, Vol. 72, No. 2, pp. 95-108, February 2006.

  • Habib, A., Ghanma, M., and Mitishita, M., 2005. Photogrammetric Geo-referencing using LiDAR Linear and Aerial Features. Korean Journal of Geomatics, Vol. 5, No. 1, pp. 7-19, December 2005, (Invited Paper).

  • Habib, A. and Morgan, M., 2005. Stability Analysis and Geometric Calibration of Off-the-Shelf Digital Cameras. Photogrammetric Engineering and Remote Sensing, Vol. 71, No. 6, pp. 733-741, June 2005.

  • Habib, A., Ghanma, M., Morgan, M., and Al-Ruzouq, R., 2005. Photogrammetric and Lidar Data Registration Using Linear Features. Photogrammetric Engineering and Remote Sensing, Vol. 71, No. 6, pp. 699-707, June 2005.

  • Habib, A., Morgan, M., Jeong, S., and Kim, K., 2005. Epipolar Geometry of Line Cameras Moving with Constant Velocity and Attitude. ETRI Journal, Volume 27, Number 2, pp. 172-180, April 2005.

  • Habib, A., Pullivelli, A., and Morgan, M., 2005. Quantitative Measures for the Evaluation of Camera Stability. Optical Engineering 44(3) 033605(8 pages), March 2005.

  • Habib, A. and Al-Ruzouq, R., 2005. Semi Automatic Registration of Multi-Source Satellite Imagery with Varying Geometric Resolutions. Photogrammetric Engineering and Remote Sensing, Vol. 71, No. 3, pp. 325-332, March 2005.

  • Habib, A., Morgan, M., Jeong, S., and Kim, K., 2005. Analysis of Epipolar Geometry in Linear Array Scanner Scenes. Photogrammetric Record, 20(109):27-47, March 2005.

  • Habib, A., Ghanma, M., and Mitishita, E., 2004. Integration of Photogrammetric and LiDAR Data: Methodology and Case Study. Invited Paper, Brazilian Journal of Cartography (RBC), Vol. 56/1, July 2004, pp. 1-13.

  • Habib, A. and Al-Ruzouq, R., 2004. Line-Based Modified Iterated Hough Transform For Automatic Registration of Multi-Source Imagery. Photogrammetric Record, 19(105): 5-21, March 2004.

  • Habib, A., Lee, Y., and Morgan, M., 2003. Automatic Matching and Three-Dimensional Reconstruction of Free-Form Linear Features from Stereo Images. Photogrammetric Engineering and Remote Sensing, 69(2):189-197, February 2003.

  • Habib, A. and Morgan, M., 2003. Automatic Calibration of Low-Cost Digital Cameras. Optical Engineering, 42(4):948-955, April 2003.

  • Habib, A., Lin, H., and Morgan, M., 2003. Autonomous Space Resection Using Point- and Line-Based Representation of Free-Form Linear Features. Photogrammetric Record, 18(102):244-248, September 2003.

  • Habib, A., Lin, H., and Morgan, M., 2003. Line-Based Modified Iterated Hough Transform for Autonomous Single Photo Resection, Photogrammetric Engineering and Remote Sensing, 69(12):1351-1357, December 2003.

  • Habib, A. and Morgan, M., 2003. Linear Features in Photogrammetry, Invited Paper, Geodetic Science Bulletin, 9 (1): 3-24, 2003.

  • Habib, A., Lee, Y., and Morgan, M., 2002. Bundle Adjustment with Self-Calibration using Straight Lines. Photogrammetric Record, 17(100):635-650, October 2002.

  • Habib, A. and Kelley, D., 2001. Single Photo Resection Using the Modified Hough Transform. Photogrammetric Engineering and Remote Sensing, Vol. 67, August 2001, pp. 909-914.

  • Habib, A. and Kelley, D., 2001. Automatic Relative Orientation of Large Scale Imagery over Urban Areas Using Modified Iterated Hough Transform. ISPRS Journal of Photogrammetry and Remote Sensing, 56 (2001), pp. 29-41.

  • Habib, A., Lee, Y., and Morgan, M., 2001. Surface Matching and Change Detection Using the Modified Hough Transform for Robust Parameter Estimation. Photogrammetric Record, 17(98), October 2001, pp. 303-315.

  • Habib, A., 2000. Matching Road Edges in Stereo-Image Sequences Using Data Association Techniques. Photogrammetric Engineering and Remote Sensing, Vol. 66 (1): 91- 98, January 2000.

  • Habib, A., Uebbing, R., and Novak, K., 1999. Automatic Extraction of Road Signs from Color Terrestrial Imagery. Photogrammetric Engineering and Remote Sensing, Vol. 65(5): 597-601, May 1999.

  • Habib, A., 1998. Motion Parameters Estimation by Tracking Stationary Three Dimensional Straight Lines in Image Sequences. ISPRS Journal of Photogrammetry and Remote Sensing, 53(1998), pp. 174-182, June 1998.