Topics
(I) Biomedical analysis (VI) Education
(II) Hyperspectral and visible spectral image analysis and synthesis (VII) CyberInfrastructure (workflow and provenance)
(III) Geospatial raster and vector data processing and integration (VIII) Preservation
(IV) Decision support (IX) Large scale data processing
(V) Multi-sensor and multi-instrument systems

Full publication list
  1. P. Bajcsy, R. Kooper and S-C. Lee, "Understanding Preservation and Reconstruction Requirements for Computer Assisted Decision Processes.", Decision Support Journal (accepted August 2010), [abstract] 
  2. Luigi Marini, Rob Kooper, Joe Futrelle, Joel Plutchak, Alan Craig, Terry McLaren, and James Myers, "Medici: A Scalable Multimedia Environment for Research.", Microsoft Research eScience Workshop 2010,, Berkeley, CA, October 11–13,
    [abstract]
  3. Michal Ondrejcek, Kenton McHenry, and Peter Bajcsy, "The Conversion Software Registry.", Microsoft Research eScience Workshop 2010,, Berkeley, CA, October 11–13,
    [abstract]
  4. Tenzing Shaw, Peter Bajcsy, Michael Simeone, and Robert Markley, "Quantifying Historical Geographic Knowledge from Digital Maps.", Microsoft Research eScience Workshop 2010,, Berkeley, CA, October 11–13,
    [abstract]
  5. P. Bajcsy, Y-F. Lin, A. Yahja, and C-Y. Kim, "A Framework for Accurate Geospatial Modeling using Image Ranking and Machine Learning.", Journal of Hydroinformatics, (accepted January 2010)
  6. Y. Liu, J. Futrelle, J. Myers, A. Rodriguez, and R. Kooper, "A provenance-aware virtual sensor system using the Open Provenance Model.", Proceedings of Collaborative Technologies and Systems (CTS) 330-339, 2010
  7. L. Marini, R. Kooper, J. D. Myers, and P. Bajcsy, "Towards Digital Watersheds using Dynamic Publications.", Proceedings of ICE: Thomas Telford Journals, UK 2010
  8. M. Markus, M. I. Hejazi, P. Bajcsy, O. Giustolisi, and D. A. Savic, "Prediction of Weekly Nitrate-N Fluctuations in a Small Agricultural Watershed in Illinois.", Journal of Hydroinformatics 12, 251-261 (2010)
  9. P. Bajcsy and M. Moslemi, "Discovering Salient Characteristics of Authors of Art Works.", IS&T/SPIE Electronic Imaging 2010, Section - Computer Vision and Image Analysis of Art, San Jose, CA, January 17 - 21, 2010,
    Paper 7531-10 [abstract]  [pdf 865kB]
  10. R. Kooper and P. Bajcsy, "Comprehensive Appraisals of Contemporary Documents.", 5th International IEEE eScience conference (IEEE e-Science 2009), Oxford, UK, December 9 - 11, 2009 [abstract]  [pdf 350kB]
  11. K. McHenry, R. Kooper and P. Bajcsy, "Towards a Universal, Quantifiable, and Scalable File Format Converter.", 5th International IEEE eScience conference (IEEE e-Science 2009), Oxford, UK, December 9 - 11, 2009 [abstract]  [pdf 580kB]
  12. M. Ondrejcek, J. Kastner and P. Bajcsy, "A Methodology for File Relationship Discovery.", 5th International IEEE eScience conference (IEEE e-Science 2009), Oxford, UK, December 9 - 11, 2009 [abstract]  [pdf 630kB]
  13. P. Bajcsy, K. McHenry, H.-J. Na, R. Malik, A. Spencer, S.-K. Lee, R. Kooper, and M. Frogley, "Immersive Environments For Rehabilitation Activities.", ACM International Conference on Multimedia, Beijing, China, October 19 - 24, 2009 (~ 27.5% acceptance)
  14. K. McHenry and P. Bajcsy, "Key Aspects in 3D File Format Conversions.", Joint Annual Meeting of the Society of American Archivists and the Council of State Archivists, 2009 Research Forum 'Foundations and Innovations', August 11, Hilton Austin, Texas, USA, 2009 [proceedings]
  15. S-K. Lee, K. McHenry, R. Kooper and P. Bajcsy, "Characterizing Human Subjects In Real-Time And Three-Dimensional Spaces By Integrating Thermal-Infrared And Visible Spectrum Cameras.", Workshop on Multimedia Aspects in Pervasive Healthcare., in conjunction with 2009 IEEE International Conference on Multimedia & Expo (ICME), July 3, 2009, New York, NY, USA
  16. P. Bajcsy, M. Frogley, R. Kooper, S-K. Lee, R. Malik, K. McHenry, H-J. Na, and A. Spencer, "Design And Use Of Immersive Environments For Regaining Proprioceptive Abilities.", Workshop on Multimedia Aspects in Pervasive Healthcare., in conjunction with 2009 IEEE International Conference on Multimedia & Expo (ICME), July 3, 2009, New York, NY, USA
  17. R. Malik and P. Bajcsy, "Optimal Stereo Camera Placement Under Spatially Varying Resolution Requirements.", 2nd International Conference on Immersive Telecommunications., University of California, Berkeley, CA, USA, May 27-29, 2009 (accepted ~50% acceptance rate)
  18. K. McHenry and P. Bajcsy, "3D Data Analysis.", WVU/NETL/ERA Workshop on Digital Preservation of Complex Engineering Data, April 21-22, 2009, Morgantown, WV, USA, 2009.
  19. P. Bajcsy and K. McHenry, "Examining Preservation and Reconstruction of Existing Simulation Software To Understand Software Sustainability.", a white paper, the workshop on Cyberinfrastructure Software Sustainability, March 26- 27, 2009, Indiana University, Bloomington, IN, USA, 2009.
  20. A. Spencer, H Jung, K. McHenry, H-J. Na, R. Malik, S-K. Lee, R. Kooper, P. Bajcsy, "Tele-Immersive Environments For Everybody.", poster at PRAGMA 16, KISTI, Daejon Convention Center, Korea, March 23-24, 2009
  21. M. Ondrejcek, R. Kooper, and P. Bajcsy, "Advanced Information Delivery System for the Abraham Lincoln Writings.", 4th IEEE International Conference on e-Science and Microsoft eScience Workshop Indianapolis, IN, 7-12 Dec. 2008
    Page(s): 416-417 (2008); DOI: 10.1109/eScience.2008.145 [abstract]  [pdf 110kB]
  22. W. McFadden, K. McHenry, R. Kooper, M. Ondrejcek, A. Yahja and P. Bajcsy, "Advanced Information Systems for Archival Appraisals of Contemporary Documents.", 4th IEEE International Conference on e-Science and Microsoft eScience Workshop Indianapolis, IN, 7-12 Dec. 2008
    Page(s): 440-441 (2008); DOI: 10.1109/eScience.2008.140 [abstract]  [pdf 60kB]
  23. P. Bajcsy, "A Perspective on Cyberinfrastructure for Water Research Driven by Informatics Methodologies.", Geography Compass 2/6, 2040-2061 (2008); [Blackwell Publishing Ltd] [abstract]  [pdf 461kB]
  24. R. Kooper, A. Shirk, S.-C. Lee, A.Y. Lin, R. Folberg and P. Bajcsy, "3D medical volume reconstruction using Web services.", Journal of Computers in Biology and Medicine 38/4, 490-500 (2008); DOI information: 10.1016/j.compbiomed.2008.01.015, 2008 [abstract]  [pdf 577kB]
  25. S.-C. Lee and P. Bajcsy, "Three-dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images." Journal of Computer Vision and Image Understanding 110, 19-31 (2008). [abstract]  [pdf 2MB]
  26. A.Y. Lin, Z.M. Ai, S.-C. Lee, P. Bajcsy, J. Pe'er, L. Leach, A.J. Maniotis and R. Folberg, "Comparing vasculogenic mimicry with endothelial cell-lined vessels: Techniques for 3D reconstruction and quantitative analysis of tissue components from archival paraffin blocks." Applied Immunohistochemistry and Molecular Morphology 15, p113-119 (2007). [abstract]   [pdf 287kB]
  27. P. Bajcsy, "An Overview of DNA Microarray Image Requirements for Automated Processing." Computer Society of India Communications 30, p18-23 (2007).
  28. S.-C. Lee and P. Bajcsy, "Understanding Challenges in Preserving and Reconstructing Computer-Assited Medical Decision Process", Proceedings of the 6th International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, USA, 2007.[submitted]
  29. S.-C. Lee, P. Bajcsy, A.Y. Lin and R. Folberg, "Accuracy evaluation for region centroid-based registration of fluorescent CLSM imagery." EURASIP Journal on Applied Signal Processing 15, Article ID 82480, p1-11 (2006). [abstract]  [pdf 2MB]
  30. P. Bajcsy, R. Kooper, L. Marini, D. Clutter, and M. Markus, "Visualization and Data Mining Tools Applied to Algal Biomass Prediction in Illinois Streams." Proceedings of the 7th International Conference on Hydroinformatics, Nice, France, Vol. 2, pp. 926-933 (2006). Research Publishing. ISBN 81-903170-3-2
  31. Joe Futrelle, Jim Myers, Barbara Minsker and Peter Bajcsy, "An overview of DNA microarray grid alignment and foreground separation approaches." Proceedings of the 7th International Conference on Hydro-science an Engineering (ICHE), Philadelphia, PA Sept. 10-13, 2006
  32. P. Bajcsy, "An overview of DNA microarray grid alignment and foreground separation approaches." EURASIP Journal on Applied Signal Processing 15, Article ID 80163, p1-13 (2006). [abstract]  [pdf 2.3MB]
  33. S.-C. Lee and P. Bajcsy, "Intensity correction of fluorescent confocal laser scanning microscope images by mean-weight filtering." Journal of Microscopy 221, p122-136 (2006). [abstract]  [Publisher]
  34. P. Bajcsy, S.-C. Lee, A.Y. Lin and R. Folberg, "Three-dimensional volume reconstruction of extracellular matrix proteins in uveal melanoma from fluorescent confocal laser scanning microscope images." Journal of Microscopy 221, p30-45 (2006). [abstract]  [Publisher]
  35. S.-C. Lee and P. Bajcsy, "Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images", Proceedings of the European Conference on Computer Vision, Workshop on Computer Vision Approaches to Medical Image Analysis (ECCV/CVAMIA 06), Graz, Austria, 2006, Lecture Notes in Computer Science 4241, p143-54 (2006) [abstract]  [pdf 2.52MB]
  36. S.-C. Lee and P. Bajcsy, "Three-dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images" Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 06) , New York, Vol. 2, p2221-2228 (2006). [abstract]   [pdf 1.16MB]
  37. S.-C. Lee and P. Bajcsy, "Automated Feature-based Alignment for 3D Volume Reconstruction of CLSM Imagery", Proceedings of the SPIE International Symposium in Medical Imaging, San Diego, p6144-105 (2006) [abstract]  [pdf 1.56MB]
  38. P. Bajcsy, S.-C. Lee and D. Clutter, "Supporting Registration Decision during 3D Medical Volume Reconstruction", Proceedings of the SPIE International Symposium in Medical Imaging, San Diego, p6144-119 (2006) [abstract]  [pdf 1.65MB]
  39. D.J. Scherba and P. Bajcsy, "Depth map calibration by stereo and wireless sensor network fusion." Proceedings of the 8thInternational Conference on Information Fusion (FUSION), p8, July 25-28, 2005, Philadelphia, Pennsylvania, [abstract]  [pdf 384kB]
  40. M. Urban and P. Bajcsy, "Fusion of voice, gesture, and human-computer interface controls for remotely operated robot." Proceedings of the 8thInternational Conference on Information Fusion (FUSION), p8, July 25-28, 2005, Philadelphia, Pennsylvania,. [abstract]  [pdf 249kB]
  41. Peter Bajcsy, "An Overview of Microarray Image Processing Requirements.", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 20-26 June 2005, San Diego, CA. [abstract]  [pdf 342kB]
  42. P. Bajcsy, R. Kooper, "Prediction Accuracy of Color Imagery from Hyperspectral Imagery.", Proceedings of the SPIE on Defense and Security 2005, Conference: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XI, 5806-34, March 28-April 1, 2005, Orlando (Kissimmee), Florida, USA. [abstract]  [pdf 581kB]
  43. R. Kooper, P. Bajcsy and D. Andersh, "Methodology for Evaluating Statistically Predicted Versus Measured Imagery.", Proceedings of the SPIE on Defense and Security 2005 Conference: Algorithms for SAR Imagery XII, 5808-46, March 28-April 1, 2005, Orlando (Kissimmee), Florida USA. [abstract]  [pdf 622kB]
  44. S.-C. Lee and P. Bajcsy, "Feature based registration of fluorescent LSCM imagery using region centroids.", Proceedings of the SPIE - Proceedings of SPIE Conference on Medical Imaging, 12-17 February 2005, San Diego, CA, 5747-128, p170-81 (2005) [abstract]  [pdf 590kB]
  45. Young-Jin Lee and P. Bajcsy, "An information gathering system for medical image inspection.", Proceedings of the SPIE - The International Society for Optical Engineering v5748, p383-90, 12-17 February 2005, San Diego, CA. [abstract]  [pdf 1.13MB]
  46. P. Kumar, P. Bajcsy, D. Tcheng, D. Clutter, V. Mehra, W-W Feng, P. Sinha and A. White, "Using D2K Data Mining Platform for Understanding the Dynamic Evolution of Land-Surface Variables.", Proceedings of the 2005 Earth-Sun System Technology Conference, University of Maryland, MD, June 28-30, 2005. [abstract]  [pdf 268kB]
  47. Peter Bajcsy, "An Overview of Microarray Image Processing Requirements.", Proceedings of the he IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 20-26 June 2005, San Diego, CA. [abstract]  [pdf 342kB]
  48. S.G. Bajwa, P. Bajcsy, P. Groves, L.F. Tian, "Hyperspectral image data mining for band selection in agricultural applications." Transactions of the American Society of Agricultural Engineers 47, p895-907 (2004). [abstract]  [pdf 1.3MB]
  49. P. Bajcsy and P. Groves, "Methodology For Hyperspectral Band Selection." Photogrammetric Engineering and Remote Sensing 70, p793-802 (2004) [abstract]  [pdf 485kB]
  50. P. Bajcsy, "GridLine: automatic grid alignment DNA microarray scans." IEEE Transactions on Image Processing 13, p15-25 (2004) [abstract]  [pdf 950kB]
  51. S.-C. Lee and P. Bajcsy, "Multisensor Raster and Vector Data Fusion Based on Uncertainty Modeling." Proceedings of IEEE International Conference on Image Processing (ICIP 04), pt.5, p3355-8, Singapore, October 24-26, 2004, [abstract]  [pdf 512kB]
  52. P. Bajcsy, R. Kooper, D. Andersh, "Multi-sensor scene modeling using statistical models for bidirectional texture functions.", Proceedings of the SPIE 2004, Algorithms for SAR Imagery XI v5427, p237-48, April 12-15, 2004. [abstract]  [pdf 8.14MB]
  53. J.-C. Lementec and P. Bajcsy, "Recognition of arm gestures using multiple orientation sensors: gesture classification.", Proceedings of the 7th International IEEE Conference on Intelligent Transportation Systems, p965-70, October 3-6, 2004 Washington, D.C. [abstract]  [pdf 281kB]
  54. M. Urban, P. Bajcsy, R. Kooper, J.-C. Lementec, "Recognition of arm gestures using multiple orientation sensors: repeatability assessment.", Proceedings of the 7th International IEEE Conference on Intelligent Transportation Systems, p553-8, October 3-6, 2004 Washington, D.C. [abstract]  [pdf 192kB]
  55. P. Bajcsy and S. Saha, "A New Thermal Infrared Camera Calibration Approach Using Wireless MEMS Sensors.", Proceedings of the Communication Networks And Distributed Systems Modeling And Simulation Conference (CNDS 2004), January 19-22 2004, San Diego, California 2004. [abstract]  [pdf 64kB]
  56. T.J. Alumbaugh and P. Bajcsy, "Map Mosaicking With Dissimilar Projections, Spatial Resolutions, Data Types And Number Of Bands.", Proceedings of the ASPRS 2004 Annual Conference, Denver, Colorado, May 23-28, 2004. [abstract]  [pdf 791kB]
  57. X. Chen, Z. Ai, M. Rasmussen, P. Bajcsy, L. Auvil, M. Welge, L. Leach, S. Vangveeravong, A.J. Maniotis, R. Folberg, "Three-Dimensional Reconstruction of Extravascular Matrix Patterns and Blood Vessels in Human Uveal Melanoma Tissue: Techniques and Preliminary Findings" Investigative Opthalmology & Visual Science (IOVS) 44, pp. 2834-2840 (2003) [abstract]  [pdf 570kB]
  58. P. Groves and P. Bajcsy, "Methodology for hyperspectral band and classification model selection.", Proceedings of the IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, p120-8, Washington DC, October 27, 2003. [abstract]  [pdf 273kB]
  59. S. Saha and P. Bajcsy, "System design issues in single-hop wireless sensor networks.", Proceedings of the 2nd IASTED International Conference on Communications, Internet, and Information Technology, p743-8, Scottsdale, Arizona, November 2003. [abstract]  [pdf 64kB]
  60. P. Bajcsy "Automatic extraction of isocontours from historical maps.", Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2003) Vol.4, p99-104, Orlando, Florida, July 27-30, 2003. [abstract]  [pdf 2.2MB]
  61. P. Bajcsy and T.J. Alumbaugh, "Georeferencing maps with contours.", Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics Vol.10, p11-16, Orlando, Florida, July 27-30, 2003. [abstract]  [pdf 250kB]
  62. P. Bajcsy, A.R. Chaudhuri, "Benefits of high resolution SAR for ATR of targets in proximity.", Proceedings of the 2002 IEEE Radar Conference, p29-34, Long Beach CA, 22-25 April 2002. [abstract]  [pdf 205kB]
  63. Peter Bajcsy and Lei Liu, "An Image-Based Visualization of Microarray Features and Classification Results.", Proceedings of the 10th Intelligent Systems for Molecular Biology, Edmonton, Alberta, Canada, 3-7 August 2002. [abstract]  [pdf 4MB]
  64. Peter Bajcsy, Zonglin L. Liu and Lei Liu, "Quality Assurance Methods for Processing Microarray Imagery.", Proceedings of the 10th Intelligent Systems for Molecular Biology, Edmonton, Alberta, Canada, 3-7 August 2002. [abstract]  [pdf 3.8MB]
  65. J Bajcsy and P. Bajcsy, "Resulting errors of measurement chains.", Proceedings of the Sicon'01 Sensors for Industry Conference, Proceedings of the 1st ISA/IEEE Sensors for Industry Conference, p296-8, Rosemont Illinois, USA, 5-7 November 2001. [abstract]  [pdf 51kB]
  66. P. Bajcsy, "Metadata Information Generation.", Proceedings of NIMA/NSF Motion Imagery Workshop, Herndon, VA, November 29-30, 2001. [abstract]  [pdf 1MB]
  67. P. Bajcsy, D.P. Sullivan and P.A. Ryan, "Estimating Weibull distribution parameters.", Proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE 2000), Editors C. Dagli et al., ASME Press, New York, vol.10, p677-82, November 2000.
  68. P. Bajcsy and N. Ahuja, "Hierarchical texture segmentation.", Proceedings of the 3rd Asian Conference on Computer Vision, Hong Kong, January 8-11, 1998. [abstract]  [pdf 302kB]
  69. P. Bajcsy and N. Ahuja, "Location- and Density- based hierarchical clustering using similarity analysis." IEEE Transactions on Pattern Analysis and Machine Intelligence 20, p1011-15 (1998) [abstract]   [pdf 311kB]
  70. J. Bajcsy, P. Bajcsy and J. Bajcsy, "Transformation of curricula at Slovak Technical University", Proceedings of the 7th International Conference on Modern Electrical and Magnetic Measurement, Part 1, pp.284-288, 1995; September 13-14 Prague, Czech Republic.
  71. P. Bajcsy, "Building and evaluation of an expert system." Automatizace 34, p35 (1991) Prague, Czechoslovakia (in slovak).

Book Chapters

  1. Bajcsy P. and R. Kooper, "Integration of Data across Disparate Sensing Systems Over Both Time and Space to Design Smart Environments.", Chapter 17 in Sustainable Radio Frequency Identification Solutions, ed. Cristina Turcu, InTech Publisher, February 2010, ISBN 9789537619749.
  2. W. McFadden, R. Kooper, S-C. Lee and P. Bajcsy, "Comprehensive and Scalable Appraisals of Contemporary Documents.", Chapter 17 in Application of Machine Learning, ed. Zhang, Y., InTech Publisher, February 2010, ISBN 9789533070353.
  3. P. Bajcsy, R. Kooper, L. Marini and J. Myers, "Community-Scale Cyberinfrastructure for Exploratory Science.", in Cyberinfrastructure Technologies and Applications, Chapter 12, Editor: Junwei Cao, Nova Science Publishers, Inc. (submitted February 2008, expected publication date: 1st quarter of 2009).
  4. P. Bajcsy and S-C. Lee, "Registration Decision during 3D Medical Volume Reconstruction from Confocal Laser Scanning Microscopy.", in Modern Research and Educational Topics in Microscopy, A. Méndez-Vilas and J. Díaz (Eds.), Vol 2., Applications in Physical/Chemical Sciences, pp. 931-938, Formatex 2007.
  5. P. Bajcsy, L. Liu and M. Band, "DNA Microarray Image Processing.", in DNA Array Image Analysis: Nuts & Bolts, ed. Gerda Kamberova, Ph.D., DNA Press, 2007. [content pdf 59kB]
  6. P. Bajcsy and S-C. Lee, "Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images, Lecture Notes in Computer Science.", in Computer Vision Approaches to Medical Image Analysis, vol. 4241, pp. 143-154, Springer 2006.
  7. P. Bajcsy, "Data Processing and Analysis.", Section IV (pp. 258-378) in Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling, eds. P. Kumar, J. Alameda, P. Bajcsy, M. Folk and M. Markus, vol. 2, p534, CRC Press LLC 2006. [cover jpg]   [content pdf 26kB]
  8. P. Bajcsy, J. Han, L. Liu and J. Young, "Survey of Bio-Data Analysis from Data Mining Perspective.", in Data Mining in Bioinformatics, eds. J.T.L. Wang, M.J. Zaki, Hannu T.T. Toivonen, and D. Shasha, Chapter 2, p9-39, Springer Verlag, 2004. [content pdf 98kB]

Technical reports

  1. Kenton McHenry, Michal Ondrejcek and Peter Bajcsy "Conversion Software Registry/Polyglot: A Manual for Scripting Third Party Software.", Technical Report NCSA-ISDA10-003, October 15, 2010. [pdf 1.37MB]
  2. Rob Kooper, Kenton McHenry, Michal Ondrejcek and Peter Bajcsy "Conversion Software Registry (CSR): Installation Manual.", Technical Report NCSA-ISDA10-002, October 15, 2010. [pdf 215kB]
  3. Kenton McHenry and Peter Bajcsy "3D+Time File Formats.", Technical Report NCSA-ISDA10-001, October 15, 2010. [pdf 215kB]
  4. Michal Ondrejcek, Jason Kastner, Rob Kooper and Peter Bajcsy "Information Extraction from Scanned Engineering Drawings.", Technical Report NCSA-ISDA09-001, December 31, 2009. [pdf 1.3MB]
  5. Kenton McHenry and Peter Bajcsy "An Overview of 3D Data Content, File Formats and Viewers.", Technical Report NCSA-ISDA08-002, October 31, 2008. [pdf 210kB]
  6. Rob Kooper, David Clutter, Sang-Chul Lee and Peter Bajcsy, "Im2Learn (Image to Learn) manual", Technical Report NCSA-ISDA08-001, September 2008. [pdf 670kB]
  7. P. Bajcsy, R. Kooper, D. Scherba and M. Urban, "Toward Hazard Aware Spaces: Knowing Where, When And What Hazards Occur", Technical Report NCSA-ISDA06-003, June 1, 2006. [abstract]  [pdf 2.2MB]
  8. P. Bajcsy, R. Kooper, M. Johnson, K. Soe, "Toward Hazard Aware Spaces: Localization using Passive RFID Technology", NCSA-ISDA06-002, May 25, 2006. [abstract]  [pdf 343kB]
  9. P. Bajcsy and D. Clutter, "Information Gathering about Decision Processes Using Geospatial Electronic Records", Technical Report NCSA-ISDA06-001, January 12, 2006. [abstract]  [pdf 1.2MB]
  10. P. Bajcsy, R. Kooper, L. Marini, B. Minsker and J. Myers, "A Meta-Workflow Cyber-infrastructure System Designed for Environmental Observatories", Technical Report NCSA-ISDA05-001, December 30, 2005. [abstract]  [pdf 436kB]
  11. P. Kumar, P. Bajcsy, D. Tcheng, D. Clutter, V. Mehra, W-.W. Feng, P. Sinha and A. White, "Data Driven Discovery", Status Report Hydrologic Information System, CUAHSI Universities allied for water research, Editor: David Maidment, Version 1, September 15, 2005, pp.188-203.
  12. W-.W. Feng and P. Bajcsy, "Extracting Topographic Features From Shuttle Radar Topography Mission (SRTM) Images.", Technical Report NCSA-ALG05-002, July 18, 2005. [abstract]  [pdf 2.2MB]
  13. D. Scherba and P.Bajcsy, "Depth Estimation by Fusing Stereo and Wireless Sensor Locations", Technical Report NCSA-ALG04-0008, December 2004. [abstract]  [pdf 952kB]
  14. D. Clutter and P.Bajcsy, "Storage and Retrieval Efficiency Evaluations of Boundary Data Representations for LLS, TIGER and DLG Data Structures" Technical Report NCSA-ALG04-0007, October 2004. [abstract]  [pdf 428kB]
  15. Y-J. Lee and P.Bajcsy, "Software Tools for Recording Image Inspection Processes", Technical Report NCSA-ALG04-0006, December 2004. [abstract]  [pdf 696kB]
  16. Yi-Ting Chou and P.Bajcsy, "Toward Face Detection, Pose Estimation and Human Recognition from Hyperspectral Imagery", Technical Report NCSA-ALG04-0005, October 2004. [abstract]  [pdf 1.6MB]
  17. M. Urban, P.Bajcsy and R. Kooper, "Recognition of Arm Gestures Using Multiple Orientation Sensors", Technical Report NCSA-ALG04-0004, July 2004. [abstract]   [pdf 432kB]
  18. D. Scherba and P. Bajcsy, "Communication Models for Monitoring Applications Using Wireless Sensor Networks", Technical Report NCSA-ALG04-0003, April 2004. [abstract]  [pdf 660kB]
  19. T.J. Alumbaugh and P. Bajcsy, "Georeferencing, Feature Extraction and Modeling From Raster and Point Data Information", Technical Report NCSA-ALG04-0002, April 2004. [abstract]  [pdf 331kB]
  20. S.-C. Lee and P. Bajcsy, "Multi-instrument Analysis from Point and Raster Data.", Technical Report NCSA-ALG04-0001, February 2004
    [abstract]  [pdf 580kB]
  21. S. Saha and P. Bajcsy, "System Design Issues for Applications Using Wireless Sensor Networks", Technical Report NCSA-ALG03-0003, August 2003. [abstract]  [pdf 463kB]
  22. P. Bajcsy, P. Groves, S. Saha, and T.J. Alumbaugh, "Decision Support Using Data Mining Methods and Geographic Information", Technical Report NCSA-ALG03-0002, February 2003 [abstract]  [pdf 4.3MB]
  23. P. Groves, S. Saha and P. Bajcsy, "Boundary Information Storage, Retrieval, Georeferencing and Visualization", Technical Report NCSA-ALG03-0001, February 2003 [abstract]  [pdf 638kB]
  24. T.J. Alumbaugh and P. Bajcsy, "Georeferencing Maps with Contours in I2K", Technical Report NCSA-ALG02-0001, October 2002 [abstract]  [pdf 1.11MB]

Thesis

  1. Shadi Ashnai
    "An Integration Framework for Understanding Multi-modal 3d Medical Volumes.", M.S. dissertation, Computer Science, University of Illinois at Urbana-Champaign, 2007 [abstract]  [pdf 5.73MB]
  2. Miles Johnson
    "Integration of Thermal and Visible Imagery for Robust Foreground Detection in Tele-Immersive Spaces.", M.S. dissertation, Aerospace Engineering, University of Illinois at Urbana-Champaign, 2007 [abstract]  [pdf 4.6MB]
  3. Wei-Wen Feng
    "Variable Relevance Assignment using Multiple Machine Learning Methods.", M.S. dissertation, Computer Science, University of Illinois at Urbana-Champaign, 2006 [abstract]  [pdf 1.38MB]
  4. Sang-Chul Lee
    "Three-dimensional Volume Reconstruction from Confocal Laser Scanning Microscopy Imagery.", Ph.D. dissertation, Computer Science, University of Illinois at Urbana-Champaign, 2006 [abstract]  [pdf 5.5MB]
  5. David J. Scherba
    "Fusion of Stero Depth Maps and Sensor Localization in Wireless Sensor Networks.", M.S. dissertation, Electrical Engineering, University of Illinois at Urbana-Champaign, 2005 [abstract]  [pdf 1.77MB]
  6. Peter Groves
    "Rank Ordering with Accuracy Selection (ROWAS) for Hyperspectral Band Selection.", M.S. dissertation, Computer Science, University of Illinois at Urbana-Champaign, 2003 [abstract]  [pdf 1.34MB]
  7. Sunayana Saha
    "Wireless Sensor Networks for Spectral Camera Calibration.", M.S. dissertation, Computer Science, University of Illinois at Urbana-Champaign, 2003 [abstract]  [pdf 544kB]

(I) Bio-Medical Analysis

Journal papers

  • R. Kooper, A. Shirk, S.-C. Lee, A.Y. Lin, R. Folberg and P. Bajcsy, "3D medical volume reconstruction using Web services.", Journal of Computers in Biology and Medicine 38/4, 490-500 (2008); DOI information: 10.1016/j.compbiomed.2008.01.015, 2008 [abstract]  [pdf 577kB]
  • S.-C. Lee and P. Bajcsy, "Three-dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images." Journal of Computer Vision and Image Understanding 110, 19-31 (2008) [abstract]   [pdf 2MB]
  • A.Y. Lin, Z.M. Ai, S.-C. Lee, P. Bajcsy, J. Pe'er, L. Leach, A.J. Maniotis and R. Folberg, "Comparing vasculogenic mimicry with endothelial cell-lined vessels: Techniques for 3D reconstruction and quantitative analysis of tissue components from archival paraffin blocks." Applied Immunohistochemistry and Molecular Morphology 15, p113-119 (2007). [abstract]  [pdf 287kB]
  • S.-C. Lee, P. Bajcsy, A.Y. Lin and R. Folberg, "Accuracy evaluation for region centroid-based registration of fluorescent CLSM imagery." EURASIP Journal on Applied Signal Processing 15, Article ID 82480, p1-11 (2006). [abstract]  [pdf 2MB]
  • P. Bajcsy, "An overview of DNA microarray grid alignment and foreground separation approaches." EURASIP Journal on Applied Signal Processing 15, Article ID 80163, p1-13 (2006). [abstract]  [pdf 2.3MB]
  • S.-C. Lee and P. Bajcsy, "Intensity correction of fluorescent confocal laser scanning microscope images by mean-weight filtering." Journal of Microscopy 221, p122-136 (2006). [abstract]  [Publisher]
  • P. Bajcsy, S.-C. Lee, A.Y. Lin and R. Folberg, "Three-dimensional volume reconstruction of extracellular matrix proteins in uveal melanoma from fluorescent confocal laser scanning microscope images." Journal of Microscopy 221, p30-45 (2006). [abstract]  [Publisher]
  • Peter Bajcsy, "An Overview of Microarray Image Processing Requirements.", Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 20-26 June 2005, San Diego, CA. [abstract]  [pdf 342kB]
  • P. Bajcsy, "GridLine: automatic grid alignment DNA microarray scans." IEEE Transactions on Image Processing 13, p15-25 (2004) [abstract]  [pdf 950kB]
  • X. Chen, Z. Ai, M. Rasmussen, P. Bajcsy, L. Auvil, M. Welge, L. Leach, S. Vangveeravong, A.J. Maniotis, R. Folberg, "Three-Dimensional Reconstruction of Extravascular Matrix Patterns and Blood Vessels in Human Uveal Melanoma Tissue: Techniques and Preliminary Findings" Investigative Opthalmology & Visual Science (IOVS) 44, pp. 2834-2840 (2003) [abstract]  [pdf 570kB]

Book Chapters

  • P. Bajcsy and S-C. Lee, "Registration Decision during 3D Medical Volume Reconstruction from Confocal Laser Scanning Microscopy.", in Modern Research and Educational Topics in Microscopy, A. Méndez-Vilas and J. Díaz (Eds.), Vol 2., Applications in Physical/Chemical Sciences, pp. 931-938, Formatex 2007.
  • P. Bajcsy, L. Liu and M. Band, "DNA Microarray Image Processing.", in DNA Array Image Analysis: Nuts & Bolts, ed. Gerda Kamberova, Ph.D., DNA Press, 2007. [content pdf 59kB]
  • P. Bajcsy, J. Han, L. Liu and J. Young, "Survey of Bio-Data Analysis from Data Mining Perspective.", in Data Mining in Bioinformatics, eds. J.T.L. Wang, M.J. Zaki, Hannu T.T. Toivonen, and D. Shasha, Chapter 2, p9-39, Springer Verlag, 2004. [content pdf 98kB]

Conference Papers

  • S.-C. Lee and P. Bajcsy, "Spatial Intensity Correction of Fluorescent Confocal Laser Scanning Microscope Images", Proceedings of the European Conference on Computer Vision, Workshop on Computer Vision Approaches to Medical Image Analysis (ECCV/CVAMIA 06), Graz, Austria, 2006, Lecture Notes in Computer Science 4241, p143-54 (2006) [abstract]  [pdf 2.52MB]
  • S.-C. Lee and P. Bajcsy, "Three-dimensional Volume Reconstruction Based on Trajectory Fusion from Confocal Laser Scanning Microscope Images" Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 06) , New York, Vol. 2, p2221-2228 (2006). [abstract]  [pdf 1.16MB]
  • S.-C. Lee and P. Bajcsy, "Automated Feature-based Alignment for 3D Volume Reconstruction of CLSM Imagery", Proceedings of the SPIE International Symposium in Medical Imaging, San Diego, p6144-105 (2006) [abstract]  [pdf 1.56MB]
  • P. Bajcsy, S.-C. Lee and D. Clutter, "Supporting Registration Decision during 3D Medical Volume Reconstruction", Proceedings of the SPIE International Symposium in Medical Imaging, San Diego, p6144-119 (2006) [abstract]  [pdf 1.65MB]
  • S.-C. Lee and P. Bajcsy, "Feature based registration of fluorescent LSCM imagery using region centroids.", Proceedings of the SPIE - Proceedings of SPIE Conference on Medical Imaging, 12-17 February 2005, San Diego, CA, 5747-128, p170-81 (2005) [abstract]  [pdf 590kB]
  • Young-Jin Lee and P. Bajcsy, "An information gathering system for medical image inspection.", Proceedings of the SPIE - The International Society for Optical Engineering v5748, p383-90, 12-17 February 2005, San Diego, CA. [abstract]  [pdf 1.13MB]
  • Peter Bajcsy and Lei Liu, "An Image-Based Visualization of Microarray Features and Classification Results.", Proceedings of the 10th Intelligent Systems for Molecular Biology, Edmonton, Alberta, Canada, 3-7 August 2002. [abstract]  [pdf 4MB]
  • Peter Bajcsy, Zonglin L. Liu and Lei Liu, "Quality Assurance Methods for Processing Microarray Imagery.", Proceedings of the 10th Intelligent Systems for Molecular Biology, Edmonton, Alberta, Canada, 3-7 August 2002. [abstract]  [pdf 3.8MB]

Technical Reports

  • Rob Kooper, David Clutter, Sang-Chul Lee and Peter Bajcsy, "Im2Learn (Image to Learn) manual", Technical Report NCSA-ISDA08-001, September 2008. [pdf 670kB]
  • Y-J. Lee and P.Bajcsy, "Software Tools for Recording Image Inspection Processes", Technical Report NCSA-ALG04-0006, December 2004. [abstract]  [pdf 696kB]
  • S.-C. Lee and P. Bajcsy, "Multi-instrument Analysis from Point and Raster Data.", Technical Report NCSA-ALG04-0001, February 2004
    [abstract]  [pdf 580kB]

(II) Hyperspectral and Visible Spectral Image Analysis and Synthesis

Journal papers

  • P. Bajcsy and P. Groves, "Methodology For Hyperspectral Band Selection." Photogrammetric Engineering and Remote Sensing 70, p793-802 (2004) [abstract]  [pdf 485kB]
  • P. Bajcsy and N. Ahuja, "Location- and Density- based hierarchical clustering using similarity analysis." IEEE Transactions on Pattern Analysis and Machine Intelligence 20, p1011-15 (1998) [abstract]  [pdf 311kB]

Conference Papers

  • P. Bajcsy, R. Kooper, "Prediction Accuracy of Color Imagery from Hyperspectral Imagery.", Proceedings of SPIE on Defense and Security 2005, Conference: Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XI, 5806-34, March 28 - April 1, 2005, Orlando (Kissimmee), Florida, USA. [abstract]  [pdf 581kB]
  • R. Kooper, P. Bajcsy and D. Andersh, "Methodology for Evaluating Statistically Predicted Versus Measured Imagery.", Proceedings of SPIE on Defense and Security 2005 Conference: Algorithms for SAR Imagery XII, 5808-46, March 28 - April 1, 2005, Orlando (Kissimmee), Florida USA. [abstract]  [pdf 622kB]
  • P. Bajcsy, R. Kooper, D. Andersh, "Multi-sensor scene modeling using statistical models for bidirectional texture functions.", Proceedings of the SPIE - The International Society for Optical Engineering, Algorithms for SAR Imagery XI v5427, p237-48, April 12-15 2004. [abstract]  [pdf 8.14MB]
  • P. Groves and P. Bajcsy, "Methodology for hyperspectral band and classification model selection.", IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, p120-8, Washington DC, October 27, 2003. [abstract]  [pdf 273kB]
  • P. Bajcsy, D.P. Sullivan and P.A. Ryan, "Estimating Weibull distribution parameters.", Proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE 2000), Editors C. Dagli et al., ASME Press, New York, vol.10, p677-82, NOvember 2000.
  • J Bajcsy and P. Bajcsy, "Resulting errors of measurement chains.", Sicon'01 Sensors for Industry Conference Rosemont, Proceedings of the 1st ISA/IEEE. Sensors for Industry Conference, p296-9, Chicago, Illinois, USA, 5-7 November 2001. [abstract]  [pdf 51kB]
  • P. Bajcsy and N. Ahuja, "Hierarchical texture segmentation.", Proceedings of the 3rd Asian Conference on Computer Vision, Hong Kong, January 8-11, 1998. [abstract]  [pdf 302kB]

Technical Reports

  • Y.-T. Chou and P.Bajcsy, "Toward Face Detection, Pose Estimation and Human Recognition from Hyperspectral Imagery", Technical Report NCSA-ALG04-0005, October 2004. [abstract]  [pdf 1.6MB]

(III) Geospatial Raster and Vector Data Processing and Integration

Journal papers

  • Markus, M., M. I. Hejazi, P. Bajcsy, O. Giustolisi, and D. A. Savic, "Prediction of Weekly Nitrate-N Fluctuations in a Small Agricultural Watershed in Illinois.", Journal of Hydroinformatics 12, 251-261 (2010)
  • P. Bajcsy, Y-F. Lin, A. Yahja, and C-Y. Kim, "A Framework for Accurate Geospatial Modeling using Image Ranking and Machine Learning.", Journal of Hydroinformatics, (accepted January 2010)

Book Chapters

  • P. Bajcsy, "Data Processing and Analysis.", Section IV (pp. 258-378) in Hydroinformatics: Data Integrative Approaches in Computation, Analysis, and Modeling, eds. P. Kumar, J. Alameda, P. Bajcsy, M. Folk and M. Markus, vol. 2, p534, CRC Press LLC 2006. [cover jpg]  [content pdf 26kB]

Conference Papers

  • D. Clutter and P. Bajcsy, "Tradeoff Studies about Storage and Retrieval Efficiency of Boundary Data Representations for LLS, TIGER and DLG DataStructures.", Proceedings of the 2005 Symposium on Document Image Understanding Technology, College Park, Maryland, November 2-4, 2005. [abstract]  [pdf 346kB]
  • P. Kumar, P. Bajcsy, D. Tcheng, D. Clutter, V. Mehra, W-W Feng, P. Sinha and A. White, "Using D2K Data Mining Platform for Understanding the Dynamic Evolution of Land-Surface Variables.", Proceedings of the 2005 Earth-Sun System Technology Conference, University of Maryland, MD, June 28-30, 2005. [abstract]  [pdf 268kB]
  • T.J. Alumbaugh and P. Bajcsy, "Map Mosaicking With Dissimilar Projections, Spatial Resolutions, Data Types And Number Of Bands.", Proceedings of the ASPRS 2004 Annual Conference, Denver, Colorado, May 23-28, 2004. [abstract]  [pdf 791kB]
  • P. Bajcsy and T.J. Alumbaugh, "Georeferencing maps with contours.", Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics Vol.10, p11-16, Orlando, Florida, July 27-30, 2003. [abstract]  [pdf 250kB]
  • P. Bajcsy "Automatic extraction of isocontours from historical maps.", 7th World Multiconference on Systemics, Cybernetics and Informatics Proceedings Vol.4, p99-104, Orlando, Florida, July 27-30, 2003. [abstract]  [pdf 2.2MB]

Technical Reports

  • W-.W. Feng and P. Bajcsy, "Extracting Topographic Features From Shuttle Radar Topography Mission (SRTM) Images.", Technical Report NCSA-ALG05-002, July 18, 2005. [abstract]  [pdf 2.2MB]
  • T.J. Alumbaugh and P. Bajcsy, "Georeferencing, Feature Extraction and Modeling From Raster and Point Data Information", Technical Report NCSA-ALG04-0002, April 2004. [abstract]  [pdf 331kB]
  • P. Bajcsy, P. Groves, S. Saha, and T.J. Alumbaugh, "Decision Support Using Data Mining Methods and Geographic Information", Technical Report NCSA-ALG03-0002, February 2003 [abstract]  [pdf 4.3MB]
  • P. Groves, S. Saha and P. Bajcsy, "Boundary Information Storage, Retrieval, Georeferencing and Visualization", Technical Report NCSA-ALG03-0001, February 2003 [abstract]  [pdf 638kB]
  • T.J. Alumbaugh and P. Bajcsy, "Georeferencing Maps with Contours in I2K", Technical Report NCSA-ALG02-0001, October 2002 [abstract]  [pdf 1.11MB]

(IV) Decision Support

Journal papers

  • P. Bajcsy, R. Kooper and S-C. Lee, "Understanding Preservation and Reconstruction Requirements for Computer Assisted Decision Processes.", Decision Support Journal (accepted August 2010), [abstract] 
  • P. Bajcsy, "Building and evaluation of an expert system." Automatizace 34, p35 (1991) Prague, Czechoslovakia (in slovak).

Conference Papers

  • S.-C. Lee and P. Bajcsy, "Multisensor Raster and Vector Data Fusion Based on Uncertainty Modeling." Proceedings of IEEE International Conference on Image Processing (ICIP 04), Singapore, pt.5, p3355-8 (2004) [abstract]  [pdf 512kB]
  • P. Bajcsy, A.R. Chaudhuri, "Benefits of high resolution SAR for ATR of targets in proximity.", Proceedings of the 2002 IEEE Radar Conference, p29-34, Long Beach CA, 22-25 April 2002. [abstract]  [pdf 205kB]
  • P. Bajcsy, "Metadata Information Generation.", Proceedings of the NIMA/NSF Motion Imagery Workshop, Herndon, VA, November 29-30, 2001. [abstract]  [pdf 1MB]

Technical Reports

  • D. Clutter and P.Bajcsy, "Storage and Retrieval Efficiency Evaluations of Boundary Data Representations for LLS, TIGER and DLG Data Structures" Technical Report NCSA-ALG04-0007, October 2004. [abstract]  [pdf 428kB]
  • S.-C. Lee and P. Bajcsy, "Multi-instrument Analysis from Point and Raster Data.", Technical Report NCSA-ALG04-0001, February 2004
    [abstract]  [pdf 580kB]

(V) Multi-Sensor and Multi-Instrument Systems

Book Chapters

  • Bajcsy P. and R. Kooper, "Integration of Data across Disparate Sensing Systems Over Both Time and Space to Design Smart Environments.", Chapter 17 in Sustainable Radio Frequency Identification Solutions, ed. Cristina Turcu, InTech Publisher, February 2010, ISBN 9789537619749.

Conference Papers

  • M. Urban and P. Bajcsy, "Fusion of voice, gesture, and human-computer interface controls for remotely operated robot." 7thInternational Conference on Information Fusion (FUSION), p8, 2005. [abstract]  [pdf 249kB]
  • D.J. Scherba and P. Bajcsy, "Depth map calibration by stereo and wireless sensor network fusion." 7thInternational Conference on Information Fusion (FUSION), p8, 2005, July 25 - 28, 2005, Philadelphia, Pennsylvania, [abstract]  [pdf 384kB]
  • J.-C. Lementec and P. Bajcsy, "Recognition of arm gestures using multiple orientation sensors: gesture classification.", Proceedings of the 7th International IEEE Conference on Intelligent Transportation Systems, p965-70, Washington, D.C., October 3-6, 2004. [abstract]  [pdf 281kB]
  • M. Urban, P. Bajcsy, R. Kooper, J.-C. Lementec, "Recognition of arm gestures using multiple orientation sensors: repeatability assessment.", Proceedings of the 7th International IEEE Conference on Intelligent Transportation Systems, p553-8, Washington, D.C., October 3-6, 2004. [abstract]  [pdf 192kB]
  • P. Bajcsy and S. Saha, "A New Thermal Infrared Camera Calibration Approach Using Wireless MEMS Sensors.", Communication Networks And Distributed Systems Modeling And Simulation Conference (CNDS 2004), January 19-22 2004, San Diego, California 2004. [abstract]  [pdf 64kB]
  • S. Saha and P. Bajcsy, "System design issues in single-hop wireless sensor networks.", Proceedings of the 2nd IASTED International Conference on Communications, Internet, and Information Technology, p743-8, Scottsdale, Arizona, November 2003. [abstract]  [pdf 64kB]

Technical Reports

  • P. Bajcsy, R. Kooper, D. Scherba and M. Urban, "Toward Hazard Aware Spaces: Knowing Where, When And What Hazards Occur", Technical Report NCSA-ISDA06-003, June 1, 2006. [abstract]  [pdf 2.2MB]
  • P. Bajcsy, R. Kooper, M. Johnson, K. Soe, "Toward Hazard Aware Spaces: Localization using Passive RFID Technology", NCSA-ISDA06-002, May 25, 2006. [abstract]  [pdf 343kB]
  • D. Scherba and P.Bajcsy, "Depth Estimation by Fusing Stereo and Wireless Sensor Locations", Technical Report NCSA-ALG04-0008, December 2004. [abstract]  [pdf 952kB]
  • M. Urban, P.Bajcsy and R. Kooper, "Recognition of Arm Gestures Using Multiple Orientation Sensors", Technical Report NCSA-ALG04-0004, July 2004. [abstract]  [pdf 432kB]
  • D. Scherba and P. Bajcsy, "Communication Models for Monitoring Applications Using Wireless Sensor Networks", Technical Report NCSA-ALG04-0003, April 2004. [abstract] [pdf 660kB]
  • S. Saha and P. Bajcsy, "System Design Issues for Applications Using Wireless Sensor Networks", Technical Report NCSA-ALG03-0003, August 2003. [abstract]  [pdf 463kB]

(VI) Education

Conference papers

  • J. Bajcsy, P. Bajcsy and J. Bajcsy, "Transformation of curricula at Slovak Technical University", Proceedings of the 7th International Conference on Modern Electrical and Magnetic Measurement, Part 1, pp.284-288, 1995; September 13-14 Prague, Czech Republic.

(VII) CyberInfrastructure (workflow and provenance)

Journal papers

Conference papers

  • P. Bajcsy, R. Kooper, L. Marini, D. Clutter, and M. Markus, "Visualization and Data Mining Tools Applied to Algal Biomass Prediction in Illinois Streams." Proceedings of the 7th International Conference on Hydroinformatics, Nice, France, 2, pp. 926-933 (2006). Research Publishing. ISBN 81-903170-3-2
  • Joe Futrelle, Jim Myers, Barbara Minsker and Peter Bajcsy, "An overview of DNA microarray grid alignment and foreground separation approaches." Proceedings of the 7th International Conference on Hydro-science an Engineering (ICHE), Philadelphia, PA Sept. 10-13, 2006

Book Chapters

  • P. Bajcsy, R. Kooper, L. Marini and J. Myers, "Community-Scale Cyberinfrastructure for Exploratory Science.", in Cyberinfrastructure Technologies and Applications, Chapter 12, Editor: Junwei Cao, Nova Science Publishers, Inc. (submitted February 2008, expected publication date: 1st quarter of 2009).

Technical reports

  • P. Bajcsy and D. Clutter, "Information Gathering about Decision Processes Using Geospatial Electronic Records", Technical Report NCSA-ISDA06-001, January 12, 2006. [abstract]  [pdf 1.2MB]
  • P. Bajcsy, R. Kooper, L. Marini, B. Minsker and J. Myers, "A Meta-Workflow Cyber-infrastructure System Designed for Environmental Observatories", Technical Report NCSA-ISDA05-001, December 30, 2005. [abstract]  [pdf 436kB]

(VIII) Preservation

Book Chapters

  • McFadden, W., R. Kooper, S. - C. Lee, and P. Bajcsy, "Comprehensive and Scalable Appraisals of Contemporary Documents.", Chapter 17 in Application of Machine Learning, ed. Zhang, Y., InTech Publisher, February 2010, ISBN 9789533070353.

Conference papers

  • Liu, Y., J. Futrelle, J. Myers, A. Rodriguez, and R. Kooper, "A provenance-aware virtual sensor system using the Open Provenance Model.", Proceedings of Collaborative Technologies and Systems (CTS) 330-339, 2010
  • Tenzing Shaw, Peter Bajcsy, Michael Simeone, and Robert Markley, "Quantifying Historical Geographic Knowledge from Digital Maps.", Microsoft Research eScience Workshop 2010,, Berkeley, CA, October 11–13,
    [abstract]
  • P. Bajcsy, R. Kooper and S-C. Lee, "Understanding Preservation and Reconstruction Requirements for Computer Assisted Decision Processes.", Decision Support Journal (accepted August 2010), [abstract] 
  • Michal Ondrejcek, Kenton McHenry, and Peter Bajcsy, "The Conversion Software Registry.", Microsoft Research eScience Workshop 2010,, Berkeley, CA, October 11–13,
    [abstract]
  • P. Bajcsy and M. Moslemi, "Discovering Salient Characteristics of Authors of Art Works.", IS&T/SPIE Electronic Imaging 2010), Section - Computer Vision and Image Analysis of Art, San Jose, CA, January 17 - 21, 2010,
    Paper 7531-10 [abstract]  [pdf 865kB]
  • R. Kooper and P. Bajcsy, "Comprehensive Appraisals of Contemporary Documents.", the 5th International IEEE eScience conference(IEEE e-Science 2009), Oxford, UK, December 9 - 11, 2009 [abstract] [pdf 350kB]
  • K. McHenry, R. Kooper and P. Bajcsy, "Towards a Universal, Quantifiable, and Scalable File Format Converter.", the 5th International IEEE eScience conference(IEEE e-Science 2009), Oxford, UK, December 9 - 11, 2009 [abstract] [pdf 580kB]
  • M. Ondrejcek, J. Kastner and P. Bajcsy, "A Methodology for File Relationship Discovery.", the 5th International IEEE eScience conference(IEEE e-Science 2009), Oxford, UK, December 9 - 11, 2009 [abstract] [pdf 630kB]
  • K. McHenry and P. Bajcsy, "Key Aspects in 3D File Format Conversions.", Joint Annual Meeting of the Society of American Archivists and the Council of State Archivists, 2009 Research Forum 'Foundations and Innovations', August 11, Hilton Austin, Texas, USA, 2009 [proceedings]
  • K. McHenry and P. Bajcsy, "3D Data Analysis.", WVU/NETL/ERA Workshop on Digital Preservation of Complex Engineering Data, April 21-22, 2009, Morgantown, WV, USA, 2009.
  • P. Bajcsy and K. McHenry, "Examining Preservation and Reconstruction of Existing Simulation Software To Understand Software Sustainability.", a white paper, the workshop on Cyberinfrastructure Software Sustainability, March 26- 27, 2009, Indiana University, Bloomington, IN, USA, 2009.
  • M. Ondrejcek, R. Kooper, and P. Bajcsy, "Advanced Information Delivery System for the Abraham Lincoln Writings.", eScience, 2008. eScience '08. IEEE Fourth International Conference Indianapolis, IN, 7-12 Dec. 2008
    Page(s): 416-417 (2008); DOI: 10.1109/eScience.2008.145 [abstract]  [pdf 60kB]
  • W. McFadden, K. McHenry, R. Kooper, M. Ondrejcek, A. Yahja and P. Bajcsy,, "Advanced Information Systems for Archival Appraisals of Contemporary Documents.", eScience, 2008. eScience '08. IEEE Fourth International Conference Indianapolis, IN, 7-12 Dec. 2008
    Page(s): 440-441 (2008); DOI: 10.1109/eScience.2008.140 [abstract]  [pdf 60kB]

Technical reports

  • Kenton McHenry, Michal Ondrejcek and Peter Bajcsy "Conversion Software Registry/Polyglot: A Manual for Scripting Third Party Software.", Technical Report NCSA-ISDA10-003, October 15, 2010. [pdf 1.37MB]
  • Rob Kooper, Kenton McHenry, Michal Ondrejcek and Peter Bajcsy "Conversion Software Registry (CSR): Installation Manual.", Technical Report NCSA-ISDA10-002, October 15, 2010. [pdf 215kB]
  • Kenton McHenry and Peter Bajcsy "3D+Time File Formats.", Technical Report NCSA-ISDA10-001, October 15, 2010. [pdf 215kB]
  • Michal Ondrejcek, Jason Kastner, Rob Kooper and Peter Bajcsy "Information Extraction from Scanned Engineering Drawings.", Technical Report NCSA-ISDA09-001, December 31, 2009. [pdf 1.3MB]
  • Kenton McHenry and Peter Bajcsy "An Overview of 3D Data Content, File Formats and Viewers.", Technical Report NCSA-ISDA08-002, October 31, 2008. [pdf 210kB]

(IX) Large scale data processing

Conference papers