Faculty Research Projects/Publications

Geomatics Engineering

Publications


A. Refereed Archival Journals
L. Ma, M.M. Crawford, and J.W. Tian, "Generalized Supervised Local Tangent Space Alignment for Hyperspectral Image Classification," Electronics Letters, 46(7), 498-499, 2010.
L. Ma, M.M. Crawford, and J.W. Tian, "Local Manifold Learning Based K-Nearest Neighbor for Hyperspectral Image Classification," IEEE Trans. on Geoscience and Remote Sensing, 48(11), 4099-4109, 2010.
W. Kim and M.M. Crawford, "Adaptive Classification of Hyperspectral Image Data using Manifold Regularization Kernel Machines," IEEE Trans. on Geoscience and Remote Sensing, 48(11), 4110-4121, 2010.
W. Kim, M.M. Crawford, and S. Lee, "Integrating Spatial Proximity with Manifold Learning for Hyperspectral Data," Korean Journal of Remote Sensing 26(6), 693-703, 2010.
W. Di and M.M. Crawford, "Active Learning via Multi-View and Local Proximity Co-regularization for Hyperspectral Image Classification," IEEE Journal of Selected Topics in Signal Processing, 5(3), 618-628, 2011.
I. Chaubey, K. Cherkauer, M.M. Crawford, and B. Engel, "Multiscale Sensing and Modeling Frameworks: Integrating Field to Continental Scales," NAE Bridge, 41(3), 39-46, 2011.
J. Jung and M.M. Crawford, "Extraction of Features from LIDAR Waveform Data for Characterizing Forest Structure," IEEE Geoscience and Remote Sensing Letters, 9(3), 492-496, 2012.
W. Di and M.M. Crawford, "View Generation for Multi-view Maximum Disagreement Based Active Learning for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, 50(5), 1942-1954, 2012.
D. Grant, J. Bethel, and M. M. Crawford, "Point-to-Plane Registration of Terrestrial Laser Scans," ISPRS Journal of Photogrammetry and Remote Sensing, 72, 16-26, 2012.
X. Jia, B. Kuo, M.M. Crawford, "Feature Mining for Hyperspectral Image Classification," Proceedings of the IEEE, 101(3), 676-697, 2013.
M.M. Crawford, D. Tuia, and H. Yang, "Active Learning: Any Value for Remote Sensing Applications?" Proceedings of the IEEE, 101(3), 593-608, 2013.
M. Galloza, M.M. Crawford, and G. Heathman, "Crop Residue Modeling and Mapping Using Landsat, ALI, Hyperion, and Airborne Remote Sensing Data," J. Special Topics in Applied Earth Observations and Remote Sensing, 6(2), 446-456, 2013.
J. Chi and M.M. Crawford, "Selection of Landmark Points on Nonlinear Manifolds for Spectral Unmixing Using Local Homogeneity," IEEE Geoscience and Remote Sensing Letters, 10(4), 711-715, 2013.
Lunga, D., S. Prasad, M. M. Crawford, and O. Ersoy, "Manifold Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning," IEEE Signal Processing Magazine, 31(1), 55-66, 2014.
J. Jung, E. Pasolli, S. Prasad, J. Tilton, and M.M. Crawford, "A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation," J. Special Topics in Applied Earth Observations and Remote Sensing, 7(2), 491-502, 2014.
J. Chi and M.M. Crawford, "Spectral Unmixing Based Crop Residue Estimation," J. Special Topics in Applied Earth Observations and Remote Sensing, 7(6), 2531- 2539, 2014.
J. Chi and M.M. Crawford, "Active Landmark Sampling for Manifold Learning Based Spectral Unmixing," IEEE Geoscience and Remote Sensing Letters, 11(11), 1881-1885, 2014.
L. Ma, M. M. Crawford, X. Yang, and Y. Guo, "Local Manifold-Learning-Based Graph Construction for Semi-Supervised Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, 53(5), 2832-2844, 2015.
Y. Zhang, H.H. Yang, S. Prasad, E. Pasolli, J. Jung, and M. Crawford, "Ensemble Multiple Kernel Active Learning for Classification of Multi-Source Remote Sensing Data," J. Special Topics in Applied Earth Observations and Remote Sensing, 8(2), 845-858, 2015.
H. L. Yang and M. M. Crawford, "Spectral and Spatial Proximity Based Manifold Alignment for Multitemporal Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, 54(1), 51-64, 2016.
H. L. Yang and M. M. Crawford, "Domain Adaptation with Preservation of Manifold Geometry for Hyperspectral Image Classification," IEEE J. Special Topics in Applied Earth Observations and Remote Sensing, 9(2), 543-555, 2016.
X. Zhou; S. Prasad, and M.M. Crawford, "Wavelet-Domain Multiview Active Learning for Spatial-spectral Hyperspectral Image Classification," IEEE J. Special Topics in Applied Earth Observations and Remote Sensing, 9(9), 4047-4059, 2016.
Z. Zhang, E. Pasolli, M.M. Crawford, and J. Tilton, "An Active Learning Framework for Hyperspectral Image Classification Using Hierarchical Segmentation," J. Special Topics in Applied Earth Observations and Remote Sensing, 9(2), 640-654, 2016.
A. Habib, Y. Han, W. Xiong, F. He, Z. Zhang, and M. Crawford, "Automated Ortho-Rectification of UAV-Based Hyperspectral Data over an Agricultural Field Using Frame RGB Imagery," Remote Sensing, 8(10), 796-818, 2016.
Z. Zhang, E. Pasolli, H.H. Yang, and M.M. Crawford "Multi-metric Active Learning for Classification of Multisource Remotely Sensed Data," IEEE Geoscience and Remote Sensing Letters, 13(7), 1007-1011, 2016.
A. Habib, W. Xiong, F. He, H.L. Yang, M. Crawford, "Improving Orthorectification of UAV-Based Push-Broom Scanner Imagery Using Derived Orthophotos From Frame Cameras," J. Special Topics in Applied Earth Observations and Remote Sensing, 10(1), 262-276, 2017.
E. Ibrahim, W. Kim, M. Crawford, and J. Monbaliu, "A Regression Approach to the Mapping of Bio-physical Characteristics of Surface Sediment using In situ and Airborne Hyperspectral Acquisitions," Ocean Dynamics, 67, 299-316, 2017.
Z. Zhang and M. Crawford, "Batch-mode Regularized Multi-metric Active Learning for Classification of Hyperspectral Images," IEEE Transactions on Geoscience and Remote Sensing, 55(11), 6594-6609, 2017.
G. Pignotti, H. Rathjens, R. Cibin, I. Chaubey, and M. Crawford, "Comparative Analysis of Spatial Resolution Effects on HRU and Grid-based SWAT Models." Water, 9(4), 272, 1-20, 2017.
A. Habib, T. Zhou, A. Masjedi, Z. Zhou, J.E. Flatt, M. Crawford, "Boresight Calibration of GNSS/INS-assisted Push-broom Hyperspectral scanners on UAV platforms," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 11(5), 1734-1739, 2018.
L. Ma, L. Zhu, M. Crawford, and Y. Liu "Centroid and Covariance Alignment based Domain Adaptation for Unsupervised Classification of Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, 57(4), 2305-2323, 2019.
G. Taskin, M. Crawford, "An Out-of-Sample Extension to Manifold Learning via Meta-Modeling," IEEE Transactions on Image Processing, 28(10), 5227-5238, 2019.
J. Chi and M. Crawford, "A New Global Arctic Sea Ice Concentration Retrieval Algorithm by Incorporating Spectral Mixture Analysis and Deep Learning," Remote Sensing of Environment, 231, Article 111204, 2019.
Z. Zhang, E. Pasolli, and M. Crawford, "An Adaptive Multiview Active Learning Approach for Spectral-Spatial Classification of Hyperspectral Images," IEEE Transactions on Geoscience and Remote Sensing, 58(4), 2557-2570, 2020.
B. Refereed Conference Proceedings
M. Crawford, S. Prasad, X. Zhou, and Z. Zhang, "Classification of multi-source sensor data with limited labeled data," Proc. of the SPIE 9472, April 20, 2015, Baltimore, MD, 2015.
Z. Zhang and M. M. Crawford, "An Ensemble Active Learning Approach for Spectral-Spatial Classification of Hyperspectral Imagery," 2015 IEEE Geoscience and Remote Sensing Symposium, July 27-31, Milan, Italy, 4963-4966, 2015.
E. Ibrahim, W. Kim, M. Crawford, and J. Monbaliu, "The Impact of Bio-physical Thresholds on Sediment Analysis Through Field Reflectance Spectra and Hyperspectral Imagery," INTERCOH2015, September, 2015.
Z. Zhang and M. Crawford, "Semi-supervised Multi-Metric Active Learning for Classification of Hyperspectral Images," 2016 IEEE Geoscience and Remote Sensing Symposium, July 11-15, Beijing, China, 2016.
M. Tuinstra, C. Weil, A. Thompson, C. Boomsma, M. Crawford, K. Cherkauer, E. Delp, A. Habib, Z. Zhang, L. Biehl, N. Abe, M. Kshirsagar, A. Lozano, K. Natesan, P. Olsen, and E. Yang, "Automated Sorghum Phenotyping and Trait Development-Platform in the TERRA Project," Proc. ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Workshop on Data Science for Food, Energy, and Water, August 2016, San Francisco, CA. Z. Zhang, A. Masjedi, J. Zhao, and M. Crawford, "Prediction of Sorghum Biomass Based on Image-Based Features from Time Series of UAV Images," Proc. 2017 IEEE Geoscience and Remote Sensing Symposium, July 23-28, 2017, Ft. Worth, TX.
G. Taskin and M. Crawford, "Extending Out-of-Sample Manifold Learning via Meta-Modelling Techniques," Proc. 2017 IEEE Geoscience and Remote Sensing Symposium, July 23-28, Ft. Worth, TX, 562-565, 2017.
R. Ravi, Y.J. Lin, T. Shamseldin, M. Elbahnasawy, M. Crawford, and A. Habib, "Implementation of UAV-based LiDAR for High Throughput Phenotyping," Proc. 2018 IEEE Geoscience and Remote Sensing Symposium, July 23-27, Valencia, Spain, 2018.
M. Elbahnasawy, T. Shamseldin, R. Ravi, J. Zhou, Y. J. Lin, A. Masjedi, E. Flatt, M. Crawford, A. Habib, "Multi-Sensor Integration onboard a UAV-Based Mobile Mapping System for Agricultural Management," Proc. 2018 IEEE Geoscience and Remote Sensing Symposium, July 23-27, 2018, Valencia, Spain.
R. Ravi, Y.J. Lin, T. Shamseldin, M. Elbahnasawy, A. Masjedi, M. Crawford, A. Habib, "Wheel-based LiDAR Data for Plant Height and Canopy Cover Evaluation to aid Biomass Prediction," Proc. 2018 IEEE Geoscience and Remote Sensing Symposium, July 23-27, 3242-3245, Valencia, Spain, 2018.
A. Masjedi, J. Zhao, A. Thompson, J.E. Flatt, M. Crawford, D. Ebert, "Sorghum Biomass Prediction Using UAV-Based Remote Sensing Data and Crop Model Simulations," 2018 IEEE Geoscience and Remote Sensing Symposium, July 23-27, 2018, Valencia, Spain, 2018.
Z. Zhang, G. Taskin, M. Crawford, "Active Manifold Learning for Hyperspectral Image Classification," 2018 IEEE Geoscience and Remote Sensing Symposium, July 23-27, 2587-2590, Valencia, Spain, 2018.
J. Zhao, M. Karimzadeh, A. Masjedi, T. Wang, X. Zhang, M. M. Crawford, and D. S. Ebert, "Feature Explorer: Interactive feature selection and exploration of regression models for hyperspectral images," in 2019 IEEE Visualization Conference (VIS), 161, Oct 2019.
B. Nazeri, and M. Crawford, "Leaf Area Index Prediction of Sorghum using Wheel-based and Airborne Discrete Return LiDAR Data," American Society for Photogrammetry and Remote Sensing (ASPRS) 2019 Annual Conference, Denver, Colorado, January 27-31, 2019. (Abstract only)
A. Masjedi, N. Carpenter, M. Crawford, and M. Tuinstra, "Prediction of Sorghum Biomass Using UAV Time Series Data and Recurrent Neural Networks," CVPR 2019 Computer Vision Problems in Plant Phenotyping (CVPPP 2019), June 17, 2019, San Diego, CA.
E. Cai, S. Baireddy, C. Yang, M. Crawford, and E.J. Delp, "Deep Transfer Learning For Plant Center Localization," CVPR 2020 Agriculture-Vision Workshop, June 14, 2020.
A. Karami, M. Crawford, and E. Delp, "A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting," 2020 IEEE Geoscience and Remote Sensing Symposium, July 19-24, Waikoloa, HI, 2020 (accepted).
A. Masjedi and M. Crawford, "Prediction of Sorghym Biomass Using Time Series UAV-Based Hyperspectral and LiDAR Data," 2020 IEEE Geoscience and Remote Sensing Symposium, July 19-24, Waikoloa, HI, 2020 (accepted). 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.

Current Research Projects

NSF, "A Paradigm Shift in Ecosystem and Environmental Modeling: A High Performance Computing and Machine Learning Approach," (with Q. Zhuang (PI), H. Zhang, J. Zhang, Dongbin Xiu), 2010-2014.
NASA, "An Advanced Learning Framework for High Dimensional Multi-sensor Remote Sensing Data," 2012-2015.
DoE ARPA-E, "Automated Sorghum Phenotyping and Trait Development Platform," (with M. Tuinstra), 2015-2018.
Foundation for Food and Agriculture Research, "An Open Source Framework and Community for Sharing Data and Algorithms," (J. Krogmeier, PI), 2018-2021.
CIMMYT International, "Heat Stress Resilient Maize for South Asia Through a Public-Private Partnership," (M. Tuinstra, PI), 2019-2024.
DoE ARPA-E "Automated Sorghum Phenotyping and Trait Development Platform PLUS Up," (with M. Tuinstra), 2019-2021.
Korean Polar Research Institute, "Hyperspectral Sensing of Arctic Vegetation," 2019-2020.