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  • 2017

    The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: An empirical study with solar array detection

    Wang, R., Camilo, J., Collins, L. M., Bradbury, K. & Malof, J. M., Jul 2 2017, 2017 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2017. Institute of Electrical and Electronics Engineers Inc., 8457960. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2017-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Scopus citations
  • The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: An empirical study with solar array detection

    Wang, R., Camilo, J., Collins, L. M., Bradbury, K. & Malof, J. M., Jul 2 2017, 2017 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2017. Institute of Electrical and Electronics Engineers Inc., 8457965. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2017-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • Three-dimensional features, based on beamforming at multiple depths, improves landmine detection with a forward-looking ground-penetrating radar

    Camilo, J. A., Collins, L. M. & Malof, J. M., Jul 28 2017, 2017 9th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2017 - Proceedings. Giannopoulos, A. & Warren, C. (eds.). Institute of Electrical and Electronics Engineers Inc., 7996107. (2017 9th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2017 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Trading spatial resolution for improved accuracy in remote sensing imagery: An empirical study using synthetic data

    Malof, J. M., Chelikani, S., Collins, L. M. & Bradbury, K., Jul 2 2017, 2017 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2017. Institute of Electrical and Electronics Engineers Inc., 8457961. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2017-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Trading spatial resolution for improved accuracy when using detection algorithms on remote sensing imagery

    Qian, S., Chelikani, S., Wang, P., Collins, L. M., Bradbury, K. & Malof, J. M., Dec 1 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3716-3719 4 p. 8127806. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2017-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2016

    A deep convolutional neural network and a random forest classifier for solar photovoltaic array detection in aerial imagery

    Malof, J. M., Collins, L. M., Bradbury, K. & Newell, R. G., 2016, 2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016. Institute of Electrical and Electronics Engineers Inc., p. 650-654 5 p. 7884415. (2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    50 Scopus citations
  • A feature learning approach for classifying buried threats in forward looking ground penetrating radar data

    Camilo, J. A., Malof, J. M. & Collins, L. M., 2016, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI. Isaacs, J. C. & Bishop, S. S. (eds.). SPIE, 98231I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9823).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Algorithm development for deeply buried threat detection in GPR data

    Reichman, D., Malof, J. M. & Collins, L. M., 2016, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI. Isaacs, J. C. & Bishop, S. S. (eds.). SPIE, 98231A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9823).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • A lightweight and inexpensive in-ear sensing system for automatic whole-night sleep stage monitoring

    Nguyen, A., Alqurashi, R., Raghebi, Z., Banaei-Kashani, F., Halbower, A. C. & Vu, T., Nov 14 2016, Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems, SenSys 2016. Association for Computing Machinery, Inc, p. 230-244 15 p. (Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems, SenSys 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    57 Scopus citations
  • Android permission recommendation using transitive Bayesian inference model

    Rashidi, B., Fung, C., Nguyen, A. & Vu, T., 2016, Computer Security - 21st European Symposium on Research in Computer Security, ESORICS 2016, Proceedings. Katsikas, S., Meadows, C., Askoxylakis, I. & Ioannidis, S. (eds.). Springer Verlag, p. 477-497 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9878 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Image features for pixel-wise detection of solar photovoltaic arrays in aerial imagery using a random forest classifier

    Malof, J. M., Bradbury, K., Collins, L. M., Newell, R. G., Serrano, A., Wu, H. & Keene, S., 2016, 2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016. Institute of Electrical and Electronics Engineers Inc., p. 799-803 5 p. 7884446. (2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    27 Scopus citations
  • In-ear biosignal recording system: A wearable for automatic whole-night sleep staging

    Nguyen, A., Alqurashi, R., Raghebi, Z., Banaei-Kashani, F., Halbower, A. C., Dinh, T. & Vu, T., Jun 30 2016, WearSys 2016 - Proceedings of the 2016 Workshop on Wearable Systems and Applications, co-located with MobiSys 2016. Association for Computing Machinery, Inc, p. 19-24 6 p. 2935649. (WearSys 2016 - Proceedings of the 2016 Workshop on Wearable Systems and Applications, co-located with MobiSys 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    19 Scopus citations
  • Investigating cost-effective RF-based detection of drones

    Nguyen, P., Ravindranathan, M., Nguyen, A., Han, R. & Vu, T., Jun 26 2016, DroNet 2016 - Proceedings of the 2nd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use, co-located with MobiSys 2016. Association for Computing Machinery, Inc, p. 17-22 6 p. (DroNet 2016 - Proceedings of the 2nd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use, co-located with MobiSys 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    163 Scopus citations
  • Leveraging seed dictionaries to improve dictionary learning

    Reichman, D., Malof, J. M. & Collins, L. M., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, p. 3723-3727 5 p. 7533055. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • LIBS: A low-cost in-ear bioelectrical sensing solution for healthcare applications

    Nguyen, A., Raghebi, Z., Banaei-Kashani, F., Halbower, A. C. & Vu, T., Oct 3 2016, Proceedings of the 8th Wireless of the Students, by the Students, and for the Students Workshop, S3. Association for Computing Machinery, p. 33-35 3 p. 2987363. (Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM; vol. 03-07-October-2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Sensing Occupant Comfort Using Wearable Technologies

    Abdallah, M., Clevenger, C., Vu, T. & Nguyen, A., 2016, Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016. Perdomo-Rivera, J. L., Lopez del Puerto, C., Gonzalez-Quevedo, A., Maldonado-Fortunet, F. & Molina-Bas, O. I. (eds.). American Society of Civil Engineers (ASCE), p. 940-950 11 p. (Construction Research Congress 2016: Old and New Construction Technologies Converge in Historic San Juan - Proceedings of the 2016 Construction Research Congress, CRC 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    32 Scopus citations
  • Using queuing models to aid design and guide research effort for multimodality buried target detection systems

    Malof, J. M. & Collins, L. M., 2016, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI. Isaacs, J. C. & Bishop, S. S. (eds.). SPIE, 98231K. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9823).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2015

    A queuing model for designing multi-modality buried target detection systems: Preliminary results

    Malof, J. M., Morton, K. D., Collins, L. M. & Torrione, P. A., 2015, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XX. Isaacs, J. C. & Bishop, S. S. (eds.). SPIE, 94540I. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9454).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Automatic solar photovoltaic panel detection in satellite imagery

    Malof, J. M., Hou, R., Collins, L. M., Bradbury, K. & Newell, R., 2015, 2015 International Conference on Renewable Energy Research and Applications, ICRERA 2015. Institute of Electrical and Electronics Engineers Inc., p. 1428-1431 4 p. 7418643. (2015 International Conference on Renewable Energy Research and Applications, ICRERA 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    85 Scopus citations
  • Clutter and target discrimination in forward-looking ground penetrating radar using sparse structured basis pursuits

    Camilo, J. A., Malof, J. M., Torrione, P. A., Collins, L. M. & Morton, K. D., 2015, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XX. Isaacs, J. C. & Bishop, S. S. (eds.). SPIE, 94540V. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9454).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • Target signature localization in GPR data by jointly estimating and matching templates

    Reichman, D., Morton, K. D., Malof, J. M., Collins, L. M. & Torrione, P. A., 2015, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XX. Isaacs, J. C. & Bishop, S. S. (eds.). SPIE, 945416. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9454).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • 2014

    A novel algorithm for buried target detection evaluated on a collection of seismo-acoustic data

    Malof, J. M., Knox, M., Torrione, P. A., Collins, L. M. & Morton, K. D., 2014, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XIX. SPIE, 907208. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9072).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Fusion of forward looking infrared and ground penetrating radar for improved stopping distances in landmine detection

    Malof, J. M., Morton, K. D., Collins, L. M. & Torrione, P. A., 2014, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XIX. SPIE, 90720W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9072).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2013

    A novel framework for processing forward looking infrared imagery with application to buried threat detection

    Malof, J. M., Morton, K. D., Collins, L. M. & Torrione, P. A., 2013, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVIII. SPIE, 87091D. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8709).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Object segmentation based on location information for level set method

    Anh, N. T. L., Nhat, V. Q. & Lee, G. S., 2013, Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013. 87. (Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2012

    Change-based threat detection in urban environments with a forward-looking camera

    Morton, K., Ratto, C., Malof, J., Gunter, M., Collins, L. & Torrione, P., 2012, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVII. SPIE, 83571M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8357).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Emergent themes in a UI design hybrid-studio course

    Reimer, Y. J., Cennamo, K. & Douglas, S. A., 2012, SIGCSE'12 - Proceedings of the 43rd ACM Technical Symposium on Computer Science Education. p. 625-630 6 p. (SIGCSE'12 - Proceedings of the 43rd ACM Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Scopus citations
  • Fast automatic saliency map driven geometric active contour model for color object segmentation

    Anh, N. T. L., Nhat, V. Q., Elyor, K., Kim, S. H. & Lee, G. S., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2557-2560 4 p. 6460689. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • Lost and found: Lessons learned from a design retrospective

    Reimer, Y. J., 2012, Extended Abstracts - The 30th ACM Conference on Human Factors in Computing Systems, CHI 2012. p. 541-555 15 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Morphological gradient applied to new active contour model for color image segmentation

    Anh, N. T. L., Kim, Y. C. & Lee, G. S., 2012, Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, ICUIMC'12. 21. (Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, ICUIMC'12).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • Processing forward-looking data for anomaly detection: Single-look, multi-look, and spatial classification

    Malof, J. M., Morton, K. D., Collins, L. M. & Torrione, P. A., 2012, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVII. SPIE, 83571O. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8357).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • Some explicit solutions for a class of one-phase Stefan problems

    Layeni, O. P. & Johnson, J. V., 2012, Numerical Analysis and Applied Mathematics, ICNAAM 2012 - International Conference of Numerical Analysis and Applied Mathematics. 1 ed. p. 2379-2382 4 p. (AIP Conference Proceedings; vol. 1479, no. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2011

    Optimizing drug therapy with reinforcement learning: The case of anemia management

    Malof, J. M. & Gaweda, A. E., 2011, 2011 International Joint Conference on Neural Networks, IJCNN 2011 - Final Program. p. 2088-2092 5 p. 6033485. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Promoting creativity in the computer science design studio

    Cennamo, K., Douglas, S. A., Vernon, M., Brandt, C., Scott, B., Reimer, Y. & McGrath, M., 2011, SIGCSE'11 - Proceedings of the 42nd ACM Technical Symposium on Computer Science Education. p. 649-654 6 p. (SIGCSE'11 - Proceedings of the 42nd ACM Technical Symposium on Computer Science Education).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    29 Scopus citations
  • 2009

    A comparative study of database reduction methods for case-based computer-aided detection systems: Preliminary results

    Mazurowski, M. A., Malof, J. M., Zurada, J. M. & Tourassi, G. D., 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 72600F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Helping Students with information fragmentation, assimilation and notetaking

    Reimer, Y. J., Bubnash, M., Hagedal, M. & Wolf, P., 2009, JCDL'09 - Proceedings of the 2009 ACM/IEEE Joint Conference on Digital Libraries. p. 15-18 4 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • The effect of class imbalance on case selection for case-based classifiers, with emphasis on computer-aided diagnosis systems

    Malof, J. M., Mazurowski, M. A. & Tourassi, G. D., 2009, 2009 International Joint Conference on Neural Networks, IJCNN 2009. p. 1975-1980 6 p. 5178759. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 2006

    A study of student notetaking and software design implications

    Reimer, Y. J., Brimhall, E. & Sherve, L., 2006, Proceedings of the Fifth IASTED International Conference on Web-based Education. p. 189-195 7 p. (Proceedings of the Fifth IASTED International Conference on Web-based Education; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • 2001

    Paradigm shift? The implications of Web-based notetaking

    Reimer, Y. J., 2001, CHI'01 Extended Abstracts on Human Factors in Computing Systems, CHI EA'01. p. 83-84 2 p. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review