Computational Science and Intelligence Lab: Publications
Recent Publications | 2003 | 2002 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996 | 1995 | 1994 | 1993 | 1992 | 1991 | 1990
Listing of some of our publications - Not all publications are listed here
Publications - 2003
P. D. Gader, J. N. Wilson, and W-H. Lee, "Adaptive Whitening for Landmine Detection with Array-Based Ground Penetrating Radar," Proceedings of the Intl Conference on Requirements and Technologies for the Detection, Removal, and Neutralization of Landmines and UXO (EUDEM 2003), Sept. 15-18, 2003, pp. 509-515.
Ali Koksal Hocaoglu, P. D. Gader, G.X. Ritter, "Acoustic/Seismic Imaging using Spectral Estimation for Landmine Detection," Proceedings of the Int'l Conference on Requirements and Technologies for the Detection, Removal, and Neutralization of Landmines and UXO (EUDEM 2003), Sept. 15-18, 2003, pp. 489-495.
G. X. Ritter, J. M., Keller, P. D. Gader, T. Wang, and Ali K. Hocaoglu, "Autonomous Detection of Landmines using Seismic/Acoustic Magnitude and Phase Based Information," Proceedings of the Int'l Conference on Requirements and Technologies for the Detection, Removal, and Neutralization of Landmines and UXO (EUDEM 2003), Sept. 15-18, 2003, pp. 496-499.
Ali K. Hocaoglu and P. D. Gader, "Domain Learning Using Choquet Integral Based Morphological Shared Weight Neural Networks," Journal of Image and Vision Computing, special issue on Computer Vision Beyond the Visible Spectrum, Vol. 21, No. 1, pp. 663-673, July 2003. [link]
Y. Zhao, P. D. Gader, P. Chen, Y. Zhang, "Training DHMMs of mine and clutter to minimize landmine detection errors," IEEE Trans. Geoscience and Remote Sensing, Vol. 41, No. 5, pp. 1016-1024, May 2003. [link]
M. Popescu, J. M. Keller, and P. D. Gader, "Linguistic hidden Markov models," Proceedings IEEE Conference Fuzzy Systems, May 25-28, 2003, pp. 796-797. [link]
Ali K. Hocaoglu and P. D. Gader , "An interpretation of discrete Choquet integrals in morphological image processing," Proceedings IEEE Conference Fuzzy Systems, May 25-28, 2003, pp. 1291-1295. [link]
P. D. Gader, "Continuous Choquet integrals with respect to random sets," Proceedings IEEE Conference Fuzzy Systems, May 25-28, 2003, pp. 1281-1284. [link]
H. Frigui, K. Satyanarayana, and P. D. Gader, "Detection of Land Mines using Fuzzy and Possibilistic Membership Functions," Proceedings IEEE Conference Fuzzy Systems, May 25-28, 2003, pp. 834-839. [link]
Ali K. Hocaoglu and P. D. Gader, "Detection of Tripwires using Diffusion," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VIII, Orlando, FL, April 2003, pp. 527-535. [link]
J. M. Keller, P. D. Gader, T. Wang, Ali K. Hocaoglu, G. X. Ritter, M. Schmalz, "Model-based landmine detection algorithms for acoustic/seismic data," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VIII, Orlando, FL, April 2003, pp. 558-568. [link]
J. M. Keller, M. Skubic, P. D. Gader, T. Wang, R. Luke, "Real-time tripwire detection on a robotic testbed," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VIII, Orlando, FL, April 2003, pp. 1287-1297. [link]
P.D. Gader, Joseph N. Wilson, T. Wang, J.M. Keller, Wen-Hsiung Lee, R. Grandhi, A. Koksal Hocaoglu, John McElroy, "Fusion of acoustic/seismic and GPR detection algorithms," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VIII, Orlando, FL, April 2003, pp. 1307-1315. [link]
K. C. Ho and P. D. Gader, "Dynamic Template Matching-Based Processing for Hand-Held Landmine Detector," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VIII, Orlando, FL, April 2003, 1261-1270. [link]
Publications - 2002
Jinhui Liu and P. D. Gader, "Neural Networks with Enhanced Outlier Rejection Ability for Off-Line Handwritten Word Recognition," Pattern Recognition Vol. 35, No. 10, pp. 2061-2071, October, 2002.
D. DeKrugger, J. Hodge, J. C. Bezdek, J. M. Keller, and P. D. Gader, "Detecting Mobile Land Targets in LADAR Imagery with Fuzzy Algorithms," Journal of Intelligent and Fuzzy Systems, Vol. 10, No. 3-4, pp. 197-213, October 2002.
R. J. Stanley, P. D. Gader, D. Ho, "Feature and decision level sensor fusion of electromagnetic induction and ground penetrating radar sensors for landmine detection with hand-held units", Information Fusion 3(3):215-223, September 2002.
K. C. Ho and P. D. Gader, "A Linear Prediction Land Mine Detection Algorithm for Hand Held Ground Penetrating Radar," IEEE Transactions on Geoscience and Remote Sensing, Vol. 40, No. 6, pp. 1374-1385, June, 2002.
A. K. Hocaoglu, P. D. Gader, J. M. Keller, and B. N. Nelson, "Anti-Personnel Land Mine Detection and Discrimination using Acoustic Data," Journal of Subsurface Sensing Technologies and Applications, Vol. 3, No. 2, pp. 75-93, April, 2002.
P. D. Gader and A. K. Hocaoglu, "Continuous Processing of Acoustic Data for Landmine Detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VII, Orlando, FL, pp, 654-664, April 2002.
K. C. Ho, P. D. Gader, and J. B. Devaney, "Locate Mode Processing for Hand-held Landmine Detection using GPR," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VII, Orlando, FL, pp.356-366, April 2002.
P. D. Gader, M. Popescu, and K. C. Ho, "Generalized Hidden Markov Models for Landmine Detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VII, Orlando, FL, pp.349-355, April 2002.
J. M. Keller, P. D. Gader, Z. Cheng, and A. K. Hocaoglu, "Fourier Descriptor Features for Acoustic Landmine Detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VII, Orlando, FL, 673-684, April 2002.
R.J. Stanley, S. Somanchi and P. D. Gader, "The Impact of Weighted Density Distribution Function Features on Landmine Detection Using Hand-Held Units," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VII, Orlando, FL, 892-902, April 2002.
Y, Zhao, P. Chen, P.D. Gader, Y. Zhang, "Combined Evolutionary Algorithm and Minimum Classification Error Training for DHMM Based Landmine Detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VII, Orlando, FL, 1038-1045, April 2002.
S. Auephanwirayakul, J. Keller, and P. D. Gader, "Generalized Choquet Fuzzy Integral Fusion," Information Fusion, Vol. 3, No. 1, pp. 69-85, March 2002.
N. Theera-Umpon and P. D. Gader, "System-Level Training of Neural Networks for Counting White Blood Cells," IEEE Trans. Systems, Man, and Cybernetics, Vol. 32, No. 1, pp. 48-54, February, 2002.
Publications - 2001
A. K. Hocaoglu and P. D. Gader, "Generalizations of Morphological Shared Weight Networks Using Choquet Integrals with Applications to Ground Penetrating Radar Based Land Mine Detection," Proceedings of the Workshop on Computer Vision Beyond the Visible Spectrum, Kauai, HI, CD-ROM, December 2001.
H. Frigui, P. D. Gader, and R. Krishnapuram, "Handwritten Character Membership Function Estimation for Word Recognition, Proceedings of the IEEE International Conference on Fuzzy Systems," December 2001, pp. 928-931.
N. Theera-Umpon, E. R. Dougherty, and P. D. Gader, "Non-Homothetic Granulometric Mixing Theory," Pattern Recognition, Vol. 34, No. 12, pp.2547-2560, December 2001.
J. Keller, P. D. Gader, S. Sohn, and C. Caldwell, "Soft Counting Networks for Bone Marrow Differentials," Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Tuscon, AZ, October, 2001, pp. 3425-3428.
B. Verma, P. D. Gader and W. Chen, "Fusion of Multiple Handwritten Word Recognition Techniques," Pattern Recognition Letters, Vol. 22, No. 9, pp. 991-998, July 2001.
R. J. Stanley, J. M. Keller, C. W. Caldwell, P. D. Gader, "Abnormal cell detection using the Choquet integral," Proceedings of the IFSA/NAFIPS 2001 Conference, pp. 1134-1139, Vancouver, Canada, July 2001.
P. D. Gader, M. Mystkowski, Y. Zhao "Landmine Detection with Ground Penetrating Radar using Hidden Markov Models," IEEE Trans. Geoscience and Remote Sensing, Vol. 39, No. 6, pp. 1231-1244, June 2001.
M. Mystkowski and P. D. Gader, "Adaptive Hidden Markov models for extended landmine detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VI, Orlando, FL, April 2001, pp. 476-482.
K. C. Ho and P. D. Gader, "An Improved Correlation Based Detector for a Hand-held Landmine Detector," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VI, Orlando, FL, April 2001, pp. 483-493.
K. C. Ho, P. D. Gader, S. Bishop, D. Lang, and B. Duston, "Fusion of Energy Based Processing and HMM GPR Algorithms for the Mine Hunter/Killer Program," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VI, Orlando, FL, April 2001, pp.806-816.
J. M. Keller, S. Auephanwiriyakul, and P. D. Gader, "Experiments in Predictive Sensor Fusion," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets VI, Orlando, FL, April 2001, pp. 1047-1058.
P. D. Gader, James. M. Keller, Bruce N. Nelson, "Recognition Technology for the Detection of Buried Land Mines," IEEE Trans. Fuzzy Systems, Vol. 9, No. 1, pp. 31-43, February 2001.
P. D. Gader, "Guest Editor Foreword to the Special Issue on Recognition Technology," IEEE Transactions on Fuzzy Systems, Vol. 9, No. 1, pp. 1-2, Feb 2001.
Publications - 2000
B. K. Verma. and P. D. Gader, "Fusion of Multiple Handwritten Word Recognition Techniques," Proceedings of the IEEE International Workshop on Neural etworks for Signal Processing, pp. 926-934, Sydney, Australia.
W. Chen and P. D. Gader, "Word Level Discriminative Training for Handwritten Word Recognition," Proceedings of the International Workshop on Frontiers of Handwriting Recognition, Amsterdam, The Netherlands, September 2000, pp. 393-403.
J. Liu and P. D. Gader, "Outlier Rejection with MLPs and Variants of RBF Networks," 15th International Conference on Pattern Recognition (ICPR'2000), Barcelona, Spain, September 2000, pp. 684-687.
N. Theera-Umpon and P. D. Gader, "Training Neural Networks to Count White Blood Cells via a Minimum Counting Error Objective Function," 15th International Conference on Pattern Recognition (ICPR'2000), Barcelona, Spain, September 2000, pp. 299-302.
P. D. Gader and Miroslaw Mystkowski, "Land Mine Detection using Hidden Markov Models: A General Method for Ground Penetrating Radar Analysis," Proceedings of International Conference of the Geo-Science and Remote Sensing Society (IGARSS 2000), Honolulu Hawaii, July 2000, Proceedings on CD-ROM.
P. D. Gader, B. Nelson, H. Frigui, G. Vaillette, J. Keller, "Fuzzy Logic Detection of Landmines with Ground Penetrating Radar," Signal Processing, Special Issue on Fuzzy Logic in Signal Processing (Invited Paper), Vol. 80, No. 6, pp. 1069-1084, June 2000.
P. D. Gader, M. Khabou, and A. Koldobsky, "Morphological Regularization Neural Networks," Pattern Recognition, Special Issue on Mathematical Morphology and Its Application, Vol. 33, No. 6, pp. 935-945, June 2000.
M. Khabou, P. D. Gader, and J. M. Keller, "LADAR Target Detection Using Morphological Shared-Weight Neural Networks", Machine Vision and Applications, Vol. 11 No. 6, pp. 300-305, May 2000.
James M. Keller, Sansanee Auephanwiriyakul, and Paul D. Gader, "New Fuzzy Set Tools to Aid in Predictive Sensor Fusion," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets V, Orlando, FL, pp. 1497-1509, April 2000.
N. Theera-Umpon and P. D. Gader, "Counting White Blood Cells Using Morphological Granulometries," Journal of Electronic Imaging, Vol. 9, No. 2, pp. 170-177, April 2000.
K. C. Ho and P. D. Gader, "Correlation Based Landmine Detection using GPR," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets V, Orlando, FL, pp. 1088-1095, April 2000.
Paul D. Gader, A. Koksal Hocaoglu, Miroslaw Mystkowski, and Yunxin Zhao, "Hidden Markov Models and Morphological Neural Networks for GPR-based Landmine Detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets V, Orlando, FL, pp. 1096-1107, April 2000.
M. Mohamed and P. D. Gader, "Generalized Hidden Markov Models Part I: Theoretical Frameworks", IEEE Trans. Fuzzy Systems, Vol. 8, No. 1, pp. 67-81, February 2000.
M. Mohamed and P. D. Gader, "Generalized Hidden Markov Models Part II: Applications to Handwritten Word Recognition," IEEE Trans. Fuzzy Systems, Vol. 8, No. 1, pp. 82-95, February 2000.
M. Khabou and P. D. Gader, "Automatic Target Detection using Entropy-Optimized Shared Weight Neural Networks," IEEE Trans. Neural Networks, Vol. 11, No. 1, pp. 186-194, January 2000.
P. D. Gader, Bruce N. Nelson, A. Koksal Hocaoglu, Sansanee Auephanwiriyakul, Mohamed A. Khabou, "Neural versus Heuristic Development of Choquet Fuzzy Integral Fusion Algorithms for Land Mine Detection," chapter in Neuro-fuzzy Pattern Recognition H. Bunke, A. Kandel (eds.): World Scientific Publ. Co., pp 205-226, 2000.
J. M. Keller, P. D. Gader, and A. K. Hocaoglu, "Fuzzy Integrals in Image Processing and Recognition," chapter in Fuzzy Measures and Integrals, edited by M. Grabisch, T. Murofushi, and M. Sugeno. Berlin: Springer-Verlag, pp. 435-466, 2000.
Publications - 1999
A. K. Hocaoglu and P. D. Gader, "Comments on Choquet Fuzzy Integral-Based Hierarchical Networks for Decision Analysis," IEEE Trans Fuzzy Systems, Vol. 7, No. 6, pp.767-768, December 1999.
M. Khabou, P. D. Gader, and J. M. Keller, "Morphological Shared-Weight Neural Networks: A Tool for Automatic Target Recognition Beyond the Visible Spectrum," Proceedings of the IEEE Workshop on Computer Vision Beyond the Visible Spectrum, (part of CVPR'99), Ft. Collins, CO, June 1999 pp. 101-110.
J. M. Keller, P. D. Gader, and X. Wang, "LADAR Scene Description using Fuzzy Morphology and Rules," Proceedings of the IEEE Workshop on Computer Vision Beyond the Visible Spectrum, (part of CVPR'99), Ft. Collins, CO, June 1999 pp. 120-130.
C. M. Klein, P. D. Gader, and J. Keller, "A Mathematical Programming Approach to Chromosome Karyotyping," Proceedings of the Seventh Industrial Engineering Research Conference, Banff, Alberta, Canada, 2E Optimization Applications, May 1999, pp. 1-9 (CD-ROM).
P. D. Gader and M. Mystkowski, Applications of Hidden Markov Models to Detecting Landmines with Ground Penetrating Radar, Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IV, April 1999, pp. 1085-1093.
B. N. Nelson, P. D. Gader, and J. M. Keller, "Fuzzy Set Information Fusion in Landmine Detection," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IV, April 1999, pp. 1168-1177.
P. D. Gader, H. Frigui, B. Nelson, G. Vaillette, and J. M. Keller, "New Results in Fuzzy Set Based Detection of Landmines with GPR," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IV, April 1999, pp. 1075-1084.
A. Koksal Hocaoglu, P. D. Gader, E. Gelenbe, and T. Kocak, "Optimal Linear Combination of Order Statistics Filters and their Relationship to the Delta-Operator," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IV, April 1999, pp. 1323-1329.
M. Popescu, P. D. Gader, J. M. Keller, C. Klein, J. Stanley, and C. Caldwell, "Automatic Karyotyping of Metaphase Cells with Overlapping Chromosomes," Computers in Biology and Medicine, Vol. 29, No. 1, pp. 61-82, March 1999.
M. Khabou, P. D. Gader, H. Shi, "Entropy Optimized Morphological Shared-Weight Neural Networks," Optical Engineering, Vol. 38, No. 2, pp. 263-273, Feb. 1999.
M. Popescu and P. D. Gader, "Image Content Retrieval from Image Databases using Feature Integration by Choquet Integral," Proceedings of the SPIE Conference on Storage and Retrieval for Image and Video Databases VII, San Jose, CA, Jan. 1999.
W. T. Chen and P. D. Gader, "Word Level Optimization of Dynamic Programming-based Handwritten Word Recognition Algorithms," Proceedings of the SPIE Conference on Document Recognition and Retrieval VI, San Jose, CA, Jan. 1999.
N. Theera-Umpon and P. D. Gader, "Automated White Blood Cell Counting via Classification-free Granulometric Methods," Proceedings of the SPIE Conference on Nonlinear Image Processing IX, San Jose, CA, Vol. 3646, Jan. 1999, pp. 260-270 .
A. K. Hocaoglu and P. D. Gader, "Choquet Integral-Based Morphological Operators," Proceedings of the SPIE Conference on Nonlinear Image Processing IX, San Jose, CA, Jan. 1999, pp. 46-56.
W. Chen, P. D. Gader, H. Shi, "Lexicon Driven Handwritten Word Recognition Using Optimal Linear Combinations of Order Statistics," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 21, No. 1, pp.77-83, Jan. 1999.
P. D. Gader, "Lexicon-Driven Handwritten Word Recognition," chapter in Electronic Imaging Technology, edited by Edward Dougherty. Bellingham, WA: SPIE Optical Engineering Press , pp. 317-341, 1999.
Publications - 1998
J. Park, J. M. Keller, P. D. Gader, and R. Schuchard, "Hough-Based Registration of Retinal Images," Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, La Jolla, CA, October, 1998, pp. 4550-4555.
H. Frigui, P. D. Gader, J. M. Keller, "Fuzzy Clustering for Land Mine Detection," Proceedings of NAFIPS '98, Pensacola, FL, August 1998, pp. 261-265
J. Keller, J. Moore, and P. D. Gader, "A Fuzzy Logic Approach to Detector Scoring," Proceedings of NAFIPS '98, Pensacola, FL, August 1998, pp. 339-345.
A. J. Blanchard, P. D. Gader, A. C. Correa, and A. K. Hocaoglu, "The use of spline based wavelet filtering to improve classification processing of SAR imagery," Proceedings of the IEEE International Conference on Geoscience and Remote Sensing (IGARSS '98), vol. 4, July 1998, pp. 1757-1759.
P. D. Gader, J. Keller, H. Frigui, H. Liu, and D. Wang, "Landmine Detection Using Fuzzy Sets with GPR Images," Proceedings of the Sixth IEEE International Conference on Fuzzy Systems, Anchorage, AK, May 1998, pp. 232-236 (invited paper).
H. Frigui, R. Krishnapuram, J. Keller, P. Gader, and D. DeKruger, "Robust and Fuzzy Preprocessing Algorithms for Target Detection in Ladar Range Images," Proceedings of the IEEE International Conference on Fuzzy Systems, Anchorage, AK, May 1998, pp. 67-70.
J. Keller, P. Gader , R. Krishnapuram, X. Wang, K. Hocaoglu, H. Frigui, and J. Moore, "Fuzzy Logic Automatic Target Recognition System For LADAR Range Images," Proceedings of the IEEE International Conference on Fuzzy Systems, Anchorage, AK, May 1998, pp. 71-76.
P. D. Gader and J. M. Keller, "Multi-Sensor Fusion with DARPA Backgrounds Data," Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets III, April 1998.
N. Theera-Umpon, M. Khabou, P. D. Gader, J. M. Keller, H. Shi, and H. Li, "Detection and Classification of MSTAR Objects via Morphological Shared-Weight Neural Networks," Proceedings of the SPIE Conference on Algorithms for Synthetic Aperture Radar Imagery V, April 1998.
A. K. Hocaoglu and P. D. Gader, "Choquet Integral Representations of Nonlinear Filters with Applications to LADAR Image Processing," Proceedings of the SPIE Conference on Nonlinear Image Processing IX, San Jose, CA, Feb 1998, pp. 66-72.
R. Stanley, J. Keller, P. D. Gader, C. Caldwell, "Homologue Matching Applications: Recognition of Overlapped Chromosomes," Pattern Analysis and Applications, Vol. 1, No. 4, pp. 206-217, 1998.
R. Stanley, J. Keller, P. D. Gader, C. Caldwell, "Data Driven Homologue Matching for Chromosome Identification," IEEE Trans Medical Imaging, Vol. 17, No. 3, pp. 451-463, June 1998.
H. Shi, P. D. Gader, and W. Chen, "Fuzzy Integral Filters: Properties and Parallel Implementations," Journal of Real-Time Imaging, Vol. 4, No. 2, pp. 233-241, April 1998.
H. Shi, P. D. Gader, and H. Li, "Parallel Mesh Algorithms for Grid Graph Shortest Paths with Application to Separation of Touching Chromosomes," Journal of Supercomputing; Special Issue on High-Performance Computing and Applications in Computer Graphics, Image Processing and Computer Vision, Vol. 12, pp. 69-83, 1998.
Publications - 1997
M. Khabou and P. D. Gader, "Morphological Networks as Solutions of Regularization Problems," Proceedings of the SPIE Conference on Nonlinear Image Processing VIII, San Jose, CA, Feb. 1997 pp. 106-112.
A. K. Hocaoglu, P. D. Gader, and J. Keller, "A Fuzzy Integral Filter for Object Detection in LADAR Images," Proceedings of NAFIPS '97, Syracuse, NY, September, 1997, pp. 177-182.
X. Wang, J. Keller, and P. D. Gader, Using Spatial Relationships as Features in Object Recognition, Proceedings of NAFIPS '97, Syracuse, NY, September, 1997, pp. 160-165.
P. D. Gader and A. J. Blanchard, "The use of mathematical morphology for accurate detection and identification of microwave images in the K-space domain," Proceedings of the IEEE International Conference on Geoscience and Remote Sensing (IGARSS '97), vol. 2, August 1997, pp. 643-645.
P. D. Gader, "Fuzzy Spatial Relations Based on Fuzzy Morphology," Sixth IEEE International Conference on Fuzzy Systems (FUZZ-IEEE '97), Barcelona, Spain, July 1997, pp. 1185-1191.
W. Chen, P. D. Gader, and H. Shi, "Improved Dynamic Programming-Based Handwritten Word Recognition Using Optimal Order Statistics," Proceedings of the SPIE Conference on Statistical and Stochastic Methods in Image Processing II, San Diego, CA, July 1997, pp. 246-256.
H. Shi, P. D. Gader, and H. Li, "Chromosome Image Segmentation on PAL Parallel Image Processor," Proceedings of the SPIE Conference on Parallel and Distributed Methods for Image Processing, Vol. 3166, July 1997.
H. Shi and P. D. Gader, "Practical Mesh Algorithms for Finding Shortest Paths in Grid Graphs," Proceedings of the International Conference on Parallel and Distributed Techniques and Applications, Las Vegas, NV, July 1997.
H. Shi, P. D. Gader, H. Li, and Y-B. Lim, "Finding the Best Cut Between Touching Chromosomes Using Local Operations," Proceedings of the International Conf Parallel and Distributed Techniques and Applications, Las Vegas, NV, July 1997.
J. Chiang and P. D. Gader, "Hybrid Fuzzy-Neural Systems in Handwritten Word Recognition," IEEE Trans. Fuzzy Systems, Vol. 5, No. 4, pp. 497-510, Nov. 1997.
Y. Won, P. D. Gader, and P. C. Coffield, "Shared-Weight Neural Networks based on Mathematical Morphology with Applications to Automatic Target Recognition," IEEE Trans. Neural Networks, Vol. 8, No. 5, pp. 1195-1204, Sept. 1997.
P. D. Gader, J. M. Keller, R. Krishnapuram, J.H. Chiang, and M. Mohamed, "Neural and Fuzzy Methods in Handwriting Recognition," IEEE Computer, Vol. 30, No. 2, pp. 79-86, Feb. 1997.
P. D. Gader, Magdi Mohamed, and Jung-Hsien Chiang, "Handwritten Word Recognition with Character and Inter-Character Neural Networks," IEEETrans. Sys. Man Cybernetics, Vol. 27, No. 1, pp. 158-165, Feb. 1997.
Jung-Hsien Chiang and P. D. Gader, "Recognition of Handprinted Numerals in VISAŽ Card Application Forms," Machine Vision and Applications, Vol. 10, No. 3, pp. 144-149, Sept. 1997.
Publications - 1996
H. Shi and P. D. Gader, "Lexicon-Driven Handwritten Word Recognition Using Choquet Fuzzy Integral," Proceedings of the IEEE Conference on Systems, Man, and Cybernetics, Beijing, China, Oct. 1996, Vol. I, pp. 412-417.
J.-H. Chiang and P. D. Gader, "A Hybrid Fuzzy Feature Extraction Framework for Handwritten Numeric Fields Recognition," Proceedings of the Fifth IEEE International Congress on Fuzzy Systems, New Orleans, LA, September 1996, pp. 1881-1886.
H. Shi, P. D. Gader, and J. M. Keller, "An O(K)-Time Implementation of Fuzzy Integral Filters on an Enhanced Mesh Processor Array," Proceedings of the Fifth IEEE International Congress on Fuzzy Systems, New Orleans, LA, September, 1996, pp. 1086-2092.
P. D. Gader and J. M. Keller, "Fuzzy Methods in Handwriting Recognition: An Overview," Proceedings of NAFIPS '96, Berkeley, CA, June 1996, pp. 137 - 141.
R. J. Stanley, J. Keller, C. W. Caldwell, and P. D. Gader, "A Centromere Attribute Integration Approach to Centromere Identification," Proceedings of the Rocky Mountain Bioengineering Symposium, Copper Mountain, CO, April 1996, pp. 23 - 29.
M. A. Leon, P. D. Gader, and J. M. Keller, "Multiple Neural Network Response Variability as a Predictor of Neural Network Accuracy for Chromosome Recognition," Proceedings of the Rocky Mountain Bioengineering Symposium, Copper Mountain, CO, April 1996, pp. 31 - 37.
Y. Won and P. D. Gader, "A Comparison of Linear and Morphological Shared-Weight Neural Networks," Proceedings of the SPIE Conference on Nonlinear Image Processing VII, San Jose, CA, Jan. 1996, pp. 81-93.
P. D. Gader and M. A. Mohamed, "The Choquet Fuzzy Integral in Handwritten Word Recognition," Proceedings of the SPIE Conference on Document Recognition III, San Jose, CA, Jan. 1996, pp. 309 - 321.
P. D. Gader, and M.A. Khabou, "Automated Feature Generation for Handwritten Digit Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 18, No. 12, pp. 1256-1262, Dec. 1996.
P. D. Gader, M. Mohamed, and J. Keller, "Fusion of Handwritten Word Classifiers," Pattern Recognition Letters, Special Issue on Fuzzy Pattern Recognition, Vol. 17, No. 6, pp. 577-584, May 1996.
M. Mohamed and P. D. Gader, "Handwritten Word Recognition Using Segmentation-Free Hidden Markov Modeling and Segmentation-Based Dynamic Programming Techniques," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 18, No. 5, pp. 548-554, May 1996.
P. D. Gader, J. M. Keller, and J. Cai, "Handwritten Numeric Field Location via Fuzzy Logic," chapter in Fuzzy Set Methods in Engineering: A Guided Tour of Applications, edited by R. Yager, D. Dubois, and H. Prade. New York: John Wiley; Sons, 1996
J. Keller, R. Krishnapuram, P. D. Gader, and Y-S. Choi, "Fuzzy Rule-Based Models in Computer Vision," chapter in Fuzzy Modeling: Paradigms and Practice, edited by W. Pedrycz. Norwell, MA: Kluwer Academic Publishers, pp. 353-375, 1996.
Publications - 1995
J.-H. Chiang and P. D. Gader, "Improving Digit Recognition Reliability by a Hybrid Neural Model," Proceedings of the International Conference of CFSA/IFIS/SOFT '95 on Fuzzy Theory and Applications, Taipei, Taiwan, Dec. 1995, pp. 182-187.
Y. Won and P. D. Gader, "Morphological Shared Weight Neural Network for Pattern Classification and Automatic Target Detection," Proceedings of the 1995 IEEE International Conference on Neural Networks, Perth, Australia, Nov. 1995, pp. 2134-2139.
P. D. Gader and M. A. Mohamed, "Multiple Classifier Fusion for Handwritten Word Recognition," IEEE Conference on Systems, Man, and Cybernetics, Vancouver, Canada, October 1995, pp. 2329-2335.
J. M. Keller and P. D. Gader, "Fuzzy Logic and the Principle of Least Committment in Computer Vision," IEEE Conference on Systems, Man, and Cybernetics, Vancouver, Canada, October 1995, pp. 4621-4626.
P. D. Gader and J.-H. Chiang, Robust Handwritten Word Recognition with Fuzzy Sets, Proceedings of ISUMA/NAFIPS '95, College Park, MD, Sept. 1995, pp. 198-204.
E. Dunn, J. Keller, L. Marks, J. Ikerd, and P. D. Gader, "Extending the Application of Fuzzy Sets to the Problem of Agricultural Sustainability," Proceedings of ISUMA/NAFIPS '95, College Park, MD, Sept. 1995, pp. 497-502.
J. Keller, P. D. Gader, O. Sjahputera, C. W. Caldwell, and H-M. Huang, "A Fuzzy Logic Rule-Based System for Chromosome Recognition," Proceedings of the Eighth IEEE Symposium on Computer-Based Medical Systems, Lubbock TX, June, 1995, pp. 125-132 (invited paper).
R. J. Stanley, J. Keller, C. W. Caldwell, and P. D. Gader, "Automated Chromosome Classification Limitations Due to Image Processing," Proceedings of the Rocky Mountain Bioengineering Symposium, Copper Mountain, CO, April 1995, pp. 183-188.
P. D. Gader, M. A. Mohamed, J. M. Keller, "Applications of Fuzzy Integrals to Handwriting Recognition," Proceedings of the SPIE Conference of Applications of Fuzzy Logic Technology II, April 1995.
J. Keller, P. D. Gader, and C. Caldwell, "The Principle of Least Commitment in the Analysis of Chromosome Images," SPIE Conference on Applications of Fuzzy Logic Technology, April 1995, pp. 178-186.
P. D. Gader, J. M. Keller, H. Nair, M. A. Mohamed, and J. Chiang, "The Principle of Least Commitment in Computer Vision," Proceedings of the Fourth Annual Midwest Electro-Technology Conference, Ames, IA, March 1995.
P. D. Gader, M. Mohamed, and J. M. Keller, "Dynamic Programming Based Handwritten Word Recognition using the Choquet Fuzzy Integral as the Match Function," Journal of Electronic Imaging, Special Issue on Digital Document Imaging, Vol. 5, No. 1, pp. 15-25, Jan 1996.
P. D. Gader, J. Miramonti, Y. Won, and P. Coffield, "Segmentation Free Shared Weight Networks for Automatic Vehicle Detection," Neural Networks, Vol. 8, No. 9, pp. 1457-1475, 1995.
P. D. Gader, M. Mohamed, and J. Chiang, "Comparison of Crisp and Fuzzy Character Neural Networks in Handwritten Word Recognition," IEEE Trans. Fuzzy Systems., Vol. 3, No. 3, pp. 357-364, August 1995.
P. D. Gader, J. M. Keller, and J. Cai, "A Fuzzy Logic System for Detection and Recognition of Street Number Fields on Handwritten Postal Addresses," IEEE Trans Fuzzy Systems, Vol. 3, No. 1, pp. 83-95, Feb 1995.
P. D. Gader, M. P. Whalen, M. J. Ganzberger, and Dan Hepp, "Handprinted Word Recognition on a NIST Data Set," Machine Vision and Its Applications, Vol. 8, pp. 31-40, Jan. 1995.
Publications - 1994
M. Mohamed and P. D. Gader, "Generalization of Hidden Markov Models Using Fuzzy Integrals," Proceedings of NAFIPS '94, San Antonio, TX, Dec. 1994.
P. D. Gader, Y. Won, and M. Khabou, "Image Algebra Networks for Pattern Classification," Proceedings of the SPIE Conference on Image Algebra and Morphological Image Processing V, July 1994.
P. D. Gader, J. M. Keller, T. Jones, J. Miramonti, and G. Hobson, "MACE Prefiltering for Neural Network Based Automatic Target Recognition," Proceedings of the IEEE International Conference on Neural Networks, Orlando, FL, June 1994.
P. D. Gader and J. M. Keller, "Applications of Fuzzy Set Theory to Handwriting Recognition," Proceedings of the Third IEEE International Conference on Fuzzy Systems, Orlando, June 1994 (invited paper).
G. Hobson, S.R. Sims, P. D. Gader, and J. Keller, "MACE Prefiltering Networks for Automatic Target Recognition," Proceedings of the SPIE Conference on Automatic Object Recognition IV, Orlando, FL, April 1994.
M. Ganzberger, R. Rovner, A. Gillies, D. Hepp, and P. Gader, "Matching Database Records to Handwritten Text," Proceedings of the SPIE Conference on Document Recognition, San Jose, CA, Feb. 1994.
J. M. Keller, P. D. Gader, Hossein Tahani, Jung-Hsien Chiang, and Magdi Mohamed, "Advances in Fuzzy Integration for Pattern Recognition," Fuzzy Sets and Systems, Vol. 65, pp. 273-283, 1994.
P. D. Gader, A. M. Gillies, and D. Hepp, "Handwritten Character Recognition," chapter in Digital Image Processing Methods, edited by Edward Dougherty. New York: Marcel Dekker, pp. 223-261, 1994.
Publications - 1993
P. D. Gader and M. A. Khabou, "Automated Feature Generation for Handwritten Digit Recognition," Proceedings of the Third International Workshop on Frontiers of Handwriting Recognition, Buffalo, NY, May 1993.
Publications - 1992
P. D. Gader, M. Mohamed, and J. Chiang, "Comparison of Crisp and Fuzzy Character Networks in Handwritten Word Recognition," Proceedings of NAFIPS '92, Puerto Vallarta, Mexico, Dec. 1992, pp. 257-266.
P. D. Gader, M. Mohamed, and J. Chiang, "Segmentation-Based Handprinted Word Recognition," Proceedings of the Fifth U.S. Postal Service Advanced Technology Conference, Washington, D.C., Nov. 1992, pp. 215-225.
P. D. Gader, B. Forester, A. Gillies, M. Ganzberger, R. Vogt, and J. Trenkle, "A Segmentation-Free Neural Network Classifier for Machine-Printed Numeric Fields," Proceedings of the U.S. Postal Service Advanced Technology Conference, Washington, D.C., Nov. 1992, pp. A-137-151.
P. D. Gader, M. Mohamed, and J. Chiang, "Fuzzy and Crisp Handwritten Alphabetic Character Recognition Using Neural Networks," Proceedings of the Artificial Neural Networks in Engineering, St. Louis, MO, Nov. 1992.
P. D. Gader, "Template Generation for Pattern Classification," Proceedings of the SPIE Conference on Image Algebra and Morphological Image Processing III, July 1992, Vol. 1796.
S. Takriti and P. D. Gader, "Local Decompositions of Gray-Scale Morphological Templates," Journal of Mathematical Imaging and Vision, Vol. 2, No. 1, pp. 39-50, 1992.
Publications - 1991
P. D. Gader, "Fuzzy Morphological Networks," Proceedings of the First Midwest Electro-Technology Conference, Ames, IA, April 1992.
W. F. Pont, Jr. and P. D. Gader, "Gradient Descent Techniques for Feature Detection Template Generation," Proceedings of the SPIE Conference on Image Algebra and Morphological Image Processing II, July 1991, Vol. 1568.
P. D. Gader, B. Forester, M. Ganzberger, A. Gillies, B. Mitchell, M. Whalen, and T. Yocum, "Recognition of Handwritten Digits Using Template and Model Matching," Journal of Pattern Recognition, Vol. 24, No. 5, pp. 421-431, 1991.
P. D. Gader, "Separable Decompositions and Approximations of Greyscale Morphological Templates," Computer Vision, Graphics, and Image Processing-Image Understanding, Vol. 53, No. 3, pp. 288-296, May 1991.
G. Ammar and P. D. Gader, "A Variant of the Gohberg-Semencul Formula Involving Circulant Matrices," SIAM Journal on Matrix Analysis and Applications, Vol. 12, No. 3, pp. 534-540, July 1991.
Publications - 1990
P. D. Gader, D. Hepp, B. Forester, T. Peurach, and B. T. Mitchell, "Pipelined Systems for Recognition of Handwritten Digits in USPS ZIP Codes," Proceedings of U.S. Postal Service Advanced Technology Conference, Washington, D.C., November 1990.
P. D. Gader and S. Takriti, "Decomposition Techniques for Gray-Scale Morphological Templates," Proceedings of the SPIE Conference on Image Algebra and Morphological Image Processing, San Diego, CA, July 1990, Vol. 1350.
P. D. Gader and B. Forester, "Integrating Template and Model Matching for Unconstrained Handwritten Numeral Recognition," SPSE Annual Conference, Rochester, NY, May 1990.
P. D. Gader, "Displacement Operator Based Decompositions of Matrices Using Circulants or Other Group Matrices," Journal of Linear Algebra and Its Applications, Vol. 139, October 1990.
G. Ammar and P. D. Gader, "New Decompositions of the Inverse of a Toeplitz Matrix," chapter in Signal Processing, Scattering and Operator Theory, and Numerical Methods, edited by M. A. Kaashoek, J. H. van Schuppen, and A. C. M. Ran. Boston: Birkhauser, 1990.
