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Complete listing of publications
2009 Publications
REFEREED JOURNAL ARTICLES
A. Zare and P. D. Gader, "PCE: Piece-wise Convex Endmember Detection" IEEE Trans. Geoscience and Remote Sensing, 2009 (accepted).
H. Frigui, L. Zhang, P. D. Gader, "Context Dependent Multi-Sensor Fusion and its Application to Land Mine Detection" IEEE Trans. Geoscience and Remote Sensing, 2009 (accepted).
G. Ramachandran, P. D. Gader, J. N. Wilson, "Gradient Angle Model Algorithm on Wideband EMI data for Landmine Detection" Geoscience and Remote Sensing Letters, 2009 (Accepted).
J. Bolton, P. D. Gader, "Random Set Framework for Context-Based Classification with Hyperspectral Imagery" IEEE Trans. Geoscience and Remote Sensing, Vol. 47, No. 11, Nov. 2009, Page(s): 3810-3821.
G. Heo, P. D. Gader, and H. Frigui, "RKF-PCA: Robust kernel fuzzy PCA" Neural Networks, Vol. 22, No. 5-6, July 2009, Page(s): 642-650.
J. McElroy and P. D. Gader, "Generalized Encoding and Decoding Operators for Lattice Based Associative Memories" IEEE Transactions on Neural Networks, Vol. 20, No. 10, October 2009, Page(s): 1674-1679.
H. Frigui and P. D. Gader, "Detection and discrimination of land mines in ground-penetrating radar based on edge histogram descriptors and a Possibilistic K-Nearest Neighbor Classifier" IEEE Trans. Fuzzy Systems, Volume 17, Issue 9, March 2009, Page(s) 185-199.
CONFERENCE PAPERS
A. Zare and P. D. Gader, "Context-dependent fusion for mine detection using airborne hyperspectral imagery" Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing, Grenoble, France, Aug. 2009 CDROM.
Lijun Zhang, Hichem Frigui, P. D. Gader and Jeremy Bolton, "Context-dependent fusion for mine detection using airborne hyperspectral imagery" Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing, Grenoble, France, Aug. 2009 CDROM.
Jeremy Bolton and P D. Gader, "A Random Measure Approach for Context Estimation in Hyperspectral Imagery" Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing, Grenoble, France, Aug. 2009 CDROM.
Gyeongyong Heo, P D. Gader, H. Frigui, "Robust Kernel PCA using Fuzzy Membership" International Joint Conference on Neural Networks(IJCNN), Atlanta GA, Jun. 2009 CDROM.
Gyeongyong Heo, P D. Gader, "Learning the Number of Gaussian Components Using Hypothesis Test" International Joint Conference on Neural Networks(IJCNN), Atlanta GA, Jun. 2009 CDROM.
Hichem Frigui, Aleksey S. Fadeev, Andrew Karem, P. D. Gader, "Adaptive edge histogram descriptor for landmine detection using GPR" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIII, April 2009, CDROM.
Hichem Frigui, Anis Hamdi, Oualid Missaoui, P. D. Gader, "Landmine detection using mixture of discrete hidden Markov models" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIII, April 2009, CDROM.
Dominic K. C. Ho, P. D. Gader, H. Frigui, "On improving subspace spectral feature technique for the detection of weak scattering plastic antitank landmines" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIII, April 2009, CDROM.
H. Frigui, Ahmed Chamseddine, P. D. Gader, "Context-dependent fusion for landmine detection with multisensor systems" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIII, April 2009, CDROM.
J. N. Wilson, G. Ramachandran, P. D. Gader, B. Smock, W. R. Scott, "Wideband EMI pre-screening for landmine detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIII, April 2009, CDROM.
2008 Publications
REFEREED JOURNAL ARTICLES
J. Bolton, P. D. Gader, J. N. Wilson, "Discrete Choquet Integral as a Distance Metric" IEEE Trans. Fuzzy Systems, Volume 16, Issue 4, Aug. 2008 Page(s):1107 - 1110.
A. Zare and P. D. Gader, "Hyperspectral Band Selection and Endmember Detection Using Sparsity Promoting Priors" IEEE Geoscience and Remote Sensing Letters, Vol. 5, No. 2, April 2008, pp. 256-261.
K. C. Ho, L. Carin, P. D. Gader, J. N. Wilson, "An Investigation of Using the Spectral Characteristics from Ground Penetrating Radar for Landmine/Clutter Discrimination" IEEE Trans. Geoscience and Remote Sensing, Vol. 46, No. 4, April 2008, pp. 1177-1192.
Andres Mendez-Vazquez, P. D. Gader, J. M. Keller, K. Chamberlin, "Minimum Classification Error Training for Choquet Integrals with Applications to Landmine Detection" IEEE Trans. Fuzzy Systems, Vol. 16, No. 1, Feb. 2008, pp. 225-239.
A. Zare, J. Bolton, P. D. Gader, M. Schatten, "Vegetation Mapping for Landmine Detection Using Long-Wave Hyperspectral Imagery" IEEE Trans. Geoscience and Remote Sensing, Volume 46, Issue 1, Jan. 2008, pp.:172 – 178..
CONFERENCE PAPERS
Gyeongyong Heo, P D. Gader, "Prior-Updating Ensemble Learning for Discrete HMM" Proceedings of the International Conference on Pattern Recognition (ICPR), Tampa FL, Dec. 2008.
Alina Zare, P D. Gader, "Endmember Detection using the Dirichlet Process" Proceedings of the International Conference on Pattern Recognition (ICPR), Tampa FL, Dec. 2008.
Raazia Mazhar and P. D. Gader, "EK-SVD: Optimized Dictionary Design for Sparse Representations" Proceedings of the International Conference on Pattern Recognition (ICPR), Tampa FL, Dec. 2008.
P. D. Gader, J. N. Wilson, D. Ho, S. Yuksel, G. Ramachandran, G. Heo, "Hierarchical methods for landmine detection with wideband electro-magnetic induction and ground penetrating radar multi-sensor systems" Proceedings of the IEEE Geoscience and Remote Sensing Symposium, July 2008.
J. Bolton, P. D. Gader, "The Benefits of Context Estimation for Target Spectra Detection in Hyperspectral Imagery" Proceedings of the IEEE Geoscience and Remote Sensing Symposium, July 2008.
H. Frigui, L. Zhang, P. D. Gader, "Context-dependent Multi-Sensor Fusion for Landmine Detection" Proceedings of the IEEE Geoscience and Remote Sensing Symposium, July 2008.
R. Mazhar, P. D. Gader, J. Wilson, "A Matching Pursuit Based Similarity Measure for Fuzzy Clustering and Classification of Signals" Proceedings of the IEEE World Congress on Computational Intelligence, Hong Kong, China, 1-6 June 2008 Page(s):1950 – 1955.
J. Bolton, P. D. Gader, "Random Set Model for Context-based Classification" Proceedings of the IEEE World Congress on Computational Intelligence, Hong Kong, China, 1-6 June 2008 Page(s):1999-2006.
Andres Mendez-Vazquez, P. D. Gader, "Maximum a Posteriori EM MCE Logistic Lasso for Learning Fuzzy Measures" Proceedings of the IEEE World Congress on Computational Intelligence, Hong Kong, China, 1-6 June 2008 Page(s):2007-2013.
K. C. Ho, J. N. Wilson, P. D. Gader, "On the use of aggregation operators for humanitarian demining using hand-held GPR" Proceedings of the IEEE World Congress on Computational Intelligence, Hong Kong, China, 1-6 June 2008 Page(s):2103-2108.
Andres Mendez-Vazquez, P. D. Gader, "Learning Fuzzy Measure Parameters by Logistic LASSO" Proceedings of the North American Fuzzy Information Processing Society Meeting, NAFIPS 2008, New York, NY, 19-22 May 2008 Page(s):1 – 7.
K. Stone, J. M. Keller, M. Busch, K. C. Ho, P. D. Gader, "On the registration of FLGPR and IR data for the forward-looking landmine detection system and its use in eliminating FLGPR false alarms" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XII, April 2008, (CDROM).
J. Bolton, P. D. Gader, "Application of context-based classifier to remotely sensed imagery for mine detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XII, April 2008,(CDROM).
H. Frigui, O. Missaoui, P. D. Gader, Univ. of Florida, "Landmine detection with ground penetrating radar using discrete hidden Markov models with symbol dependent features" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XII, April 2008, (CDROM).
K. C. Ho, P. D. Gader, J. N. Wilson, H. Frigui, "Subspace processing of GPR signals for vehicle-based landmine detection system" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XII, April 2008, (CDROM).
H. Frigui, P. D. Gader, A. Chamseddine, "A generic framework for context-dependent fusion with application to landmine detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XII, April 2008, (CDROM).
2007 Publications
REFEREED JOURNAL ARTICLES
J. N. Wilson, P. D. Gader, W.-H. Lee, H. Frigui, and K. C. Ho, "A Large-Scale Systematic Evaluation of Algorithms Using Ground Penetrating Radar for Landmine Detection and Discrimination" IEEE Trans. Geoscience and Remote Sensing, Vol. 45, No. 8, pp. 2560-2573, August 2007.
A. Zare and P. D. Gader, "Sparsity Promoting Iterated Endmember Detection in Hyperspectral Imagery" IEEE Geoscience and Remote Sensing Letters, Vol.4, No. 3, pp. 446-451, July 2007.
R. Joe Stanley, K.C. Ho, P.D.Gader, J. N. Wilson, James Devaney, "Land Mine and Clutter Object Discrimination Using Wavelet and Time Domain Spatially Distributed Features from Metal Detector and Their Fusion with GPR Features for Hand-Held Units" Circuits Systems and Signal Processing, Vol. 26, No. 2, pp. 165-191, April 2007.
T. Wang, J. Keller, P. D. Gader, and O. Sjahputera, "Frequency Subband Processing and Feature Analysis of Forward-Looking Ground Penetrating Radar Signals for Land Mine Detection" IEEE Trans Geoscience and Remote Sensing, Volume 45, Issue 3, pp. 718-729, March 2007.
W-H. Lee, P. D. Gader, J. N. Wilson, "Optimizing the Area under a Receiver Operating Characteristic Curve with Application to Landmine Detection" IEEE Trans. Geoscience and Remote Sensing, vol. 45, No. 2, pp. 389-398, Feb. 2007.
CONFERENCE PAPERS
A. Zare, P. D. Gader, "Sparsity Promoting Iterated Constrained Endmember Detection with Integrated Band Selection" Proceedings of the IEEE Geoscience and Remote Sensing Symposium 2007, Barcelona, Spain, Barcelona, Spain, 23-28 July 2007, Page(s): 4045-4048.
J. Bolton and P. D.Gader, "Application of Random Set Based Clustering to Landmine Detection with Hyperspectral Imagery" Proceedings of the IEEE Geoscience and Remote Sensing Symposium 2007, Barcelona, Spain, Barcelona, Spain, 23-28 July 2007, Page(s): 2022-2025.
K. Ho, P. D. Gader, H. Frigui, J. Wilson, "Confidence level fusion of edge histogram descriptor, hidden Markov model, spectral correlation feature, and NUKEv6" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655368.
H. Frigui, L. Zhang, P. D. Gader, D. Ho, "Context dependent fusion for landmine detection with ground penetrating radar" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655369.
J. Wilson, P. D. Gader, "Use of the Borda count for landmine discriminator fusion" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655370.
X. Zhang, P. D. Gader, H. Frigui, "Feature learning for a hidden Markov model approach to landmine detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655374.
H. Frigui, O. Missaoui, P. D. Gader, "Landmine detection using discrete hidden Markov models with Gabor features" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655377.
P. Ngan, S. Burke, R. Cresci, J. Wilson, P. D. Gader, K. Ho, E. Bartosz, H. Duvoisin, "Development of region processing algorithm for HSTAMIDS: status and field test results" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655380.
A. Zare, P. D. Gader, "SPICE: a sparsity promoting iterated constrained endmember extraction algorithm with applications to landmine detection from hyperspectral imagery" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XI, Vol. 6553, May 2007, CID: 655319.
Andres Mendez-Vazquez and P. D. Gader, "Sparsity Promotion Models for the Choquet Integral" Proceedings of the 2007 Symposium on Foundations of Computational Intelligence, Honolulu, HI, April 2007, pp. 454-459.
CONFERENCE PRESENTATIONS
Dominic K. C. Ho, P. D. Gader, Joseph N. Wilson, "Subspace Processing on the Energy Density Spectrum for Landmine Detection" Presented at UXO-Countermine Forum 2007, Orlando FL, August 2007.
J. N. Wilson, P. D. Gader, Dominic K. C. Ho, "Sensor Fusion for Autonomous Mine Detection" Presented at UXO-Countermine Forum 2007, Orlando FL, August 2007.
Hichem Frigui, Lijun Zhang, and P. D. Gader, "Comparison of Different Algorithm Fusion Methods for Landmine Detection with GPR" Presented at UXO-Countermine Forum 2007, Orlando FL, August 2007.
2006 Publications
REFEREED JOURNAL ARTICLES
M. Popescu, P. D. Gader, and J. M. Keller, "Fuzzy Spatial Pattern Processing Using Linguistic Hidden Markov Models" IEEE Trans. Fuzzy Systems, Vol. 14, No. 1, pp. 81-92, Feb. 2006.
BOOK CHAPTERS
G. X. Ritter, P. D. Gader, "Fixed Points of Lattice Transforms and Lattice Associative Memories" chapter in Advances in Imaging and Electron Physics, Peter Hawkes (ed.): Elsevier Press, pp.165-242, 2006.
CONFERENCE PAPERS
H. Frigui and P. D. Gader, "Detection and Discrimination of Land mines based on Edge Histogram Descriptors and Fuzzy K-Nearest Neighbors" Proceedings of the IEEE International Conference on Fuzzy Systems, Vancouver, BC, Canada, July 2006.
M. Schatten, P. D. Gader, J. Bolton, A. Zare, A. Mendez-Vazquez, "Sensor fusion for airborne landmine detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2006.
K. C. Ho, P. D. Gader, J. N. Wilson, "Improving spectral features from GPR by exploring depth information" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2006.
T. Wang, J. M. Keller, M. Busch, P. D. Gader, C. Hawkins, J. McElroy, K. C. Ho, "On the confidence level fusion of IR and forward-looking GPR" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2006.
J. N. Wilson, K. C. Ho, P. D. Gader, "An analysis of sweep patterns for a handheld demining system" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2006.
M. Busch, J. M. Keller, P. D. Gader, "A scale-space approach to detect a class of side-attack landmines from SWIR video sequences" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2006.
H. Frigui, P. D. Gader, "Detection and discrimination of landmines in ground-penetrating radar based on edge histogram descriptors" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2006.
CONFERENCE PRESENTATIONS
W. H. Lee, P. D. Gader, J. N. Wilson, "Optimizing functions of ROC curves for landmine detection" Presented at IEEE International Geoscience and Remote Sensing Symposium, Denver CO.. August 2006.
J. N. Wilson, P. D. Gader, T. C. Glenn, K. C. Ho, "Sensor fusion for automated hand-held landmine discrimination" Presented at IEEE International Geoscience and Remote Sensing Symposium, Denver CO.. August 2006.
2005 Publications
REFEREED JOURNAL ARTICLES
H. Frigui, K.C. Ho and P. D. Gader, "Real-time Land Mine Detection with Ground Penetrating Radar using Discriminative and Adaptive Hidden Markov Models" EURASIP Journal on Applied Signal Processing, Vol. 2005, No. 12, pp. 1867-1885, July 2005.
CONFERENCE PAPERS
K. C. Ho, P. D. Gader, J. N. Wilson, T. Glenn, "On the use of energy density spectra for discriminating between landmines and clutter objects" Proceedings of the IEEE Antennas and Propagation Society International Symposium, Vol. 3B, Washington, D. C. , July 2005, pp. 84-87.
P. D. Gader, J. McElroy, C. Hawkins, "Side attack mine detection using near infrared imagery" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2005, pp. 68-80.
T. Wang, O. Sjahpetura, J. Keller, P. D. Gader, "Landmine detection using forward-looking GPR with object-tracking" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2005, pp. 1080-1089.
J. N. Wilson, P. D. Gader, H. Suh, "Compactometry, the density distribution, and their use in discriminating landmines and clutter" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2005, pp. 1132-1141.
D. K. Ho, P. D. Gader, J. N. Wilson, X. Zhang, T. Glenn, S. Huenefeldt, "Landmine detection using frequency domain features from GPR measurements and their fusion with time domain features" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2005, pp. 1141-1151.
T. Wang, O. Sjahputera, J. Keller, P. D. Gader, "Feature analysis for forward-looking landmine detection using GPR" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets X, Orlando, FL, April 2005, 1233-1245.
2004 Publications
REFEREED JOURNAL ARTICLES
P. D. Gader, W-H Lee, J. N. Wilson, "Detecting Landmines with Ground Penetrating Radar using Feature-Based Rules Order Statistics, and Adaptive Whitening" IEEE Trans. Geoscience and Remote Sensing, vol. 42, No. 11, pp. 2522-2534, Nov. 2004.
T. Wang, J. M. Keller, P. D. Gader, A. K. Hocaoglu, "Phase Signatures in Acoustic-Seismic Landmine Detection" Radio Science, vol. 39, pp. RS4S02/1-13, July 2004.
CONFERENCE PAPERS
W. S. Lee, P. D. Gader, J. N. Wilson, R. Weaver, S. Bishop, P. Gugino, and P. Howard, "Ground-tracking for on and off-road detection of landmines with Ground Penetrating Radar" Proceedings 24th Army Science Conference, Orlando, FL, November 2004, CDROM.
P. D. Gader, Andres Mendez-Vasquez, K. Chamberlin, J. Bolton, and A. Zare, "Multi-Sensor and Algorithm fusion with the Choquet Integral: Applications to Landmine Detection" Proceedings IEEE Conference Geo-science and Remote Sensing, Anchorage, AK, September 2004, CDROM, pp. 1605-1608.
K. C. Ho, P. D. Gader, J. N. Wilson, "Improving Landmine Detection Using Frequency Domain Features from Ground Penetrating Radar" Proceedings IEEE Conference Geo-science and Remote Sensing, Anchorage, AK, September 2004, CDROM.
P. D. Gader, Wen-Hsiung Lee, and Andres Mendez-Vasquez, "Continuous Choquet Integrals with respect to random sets with applications to landmine detection" Proceedings IEEE Conference Fuzzy Systems, Budapest, Hungary, July 2004, CDROM.
P. D. Gader, Wen-Hsiung Lee and Xuping Zhang, "Renyi entropy with respect to Choquet capacities" Proceedings IEEE Conference Fuzzy Systems, Budapest, Hungary, July 2004, CDROM.
H. Frigui, P. D. Gader, K. Satyanarayana, "Landmine Detection with Ground Penetrating Radar using Fuzzy K-Nearest Neighbors" Proceedings IEEE Conference Fuzzy Systems, Budapest, Hungary, July 2004, CDROM.
Hichem Frigui, P. D. Gader, Wen-Hsiung Lee, Joseph N. Wilson, "Detection and Discrimination of Landmines in Ground Penetrating using an Eigenmine and Fuzzy Membership Function Approach" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
P. D. Gader, R. Grandhi, W-H. Lee, J. Wilson, K. C. Ho, "Feature Analysis for the NIITEK Ground Penetrating Radar using Order Weighted Averaging Operators for Landmine Detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
J. Wilson, P. D. Gader,, K. C. Ho, W-H. Lee, R. J. Stanley, "Region Processing of Ground Penetrating Radar for Handheld Landmine Detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
John McElroy, P. D. Gader,, James M. Keller, and Robert Luke, "Side Attack Mine Detection in Visible and Near IR imagery via Morphological Image Analysis" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
Joe Stanley, K. C. Ho, P. D. Gader,, J. Wilson, "Advances in EMI and GPR Algorithms in Discrimination Mode Processing for Handheld Landmine Detectors" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
Tsaipei Wang, James M. Keller, P. D. Gader,, A. Koksal Hocaoglu, Gerhard X. Ritter, "Phase signatures in acoustic-seismic landmine detection" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
Robert Luke, James M. Keller, P. D. Gader,, Marjorie Skubic, and Tsaipei Wang, "Experiments in Tripwire Detection using visible and Near IR imagery" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
C. S. Throckmorton, L. Collins, P. A. Torrione, P. D. Gader, W. Lee, J. N. Wilson, "The efficacy of human observation for discrimination and feature identification of targets measured by the NIITEK ground-penetrating radar" Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets IX, Orlando, FL, April 2004.
2003 Publications
REFEREED JOURNAL ARTICLES
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.
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.
BOOK CHAPTERS
P. D. Gader, "Signal-Processing and Sensor Fusion Methods" chapter in Alternatives for Landmine Detection, J. MacDonald, J. R. Lockwood (eds.): RAND Science and Technology Policy Institute, pp. 311-326, 2003.
CONFERENCE PAPERS
P. D. Gader, J. N. Wilson, and W-H. Lee, "Adaptive Whitening for Landmine Detection with Array-Based Ground Penetrating Radar" 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. 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.
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.
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.
P. D. Gader, "Continuous Choquet integrals with respect to random sets" Proceedings IEEE Conference Fuzzy Systems, May 25-28, 2003, pp. 1281-1284.
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.
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.
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.
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.
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.
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.
2002 Publications
REFEREED JOURNAL ARTICLES
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.
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.
CONFERENCE PAPERS
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.
WORKSHOPS AND SPECIAL PRESENTATIONS
P. D. Gader, "Pattern Recognition for Humanitarian De-Mining" Presentation as a Member of an Invited Panelist for Panel on Applications of Image and Signal Processing in the Preservation of the Environment, International Conference on Pattern Recognition (ICPR 2002), Quebec City, Quebec, Canada, August 2002.
2001 Publications
REFEREED JOURNAL ARTICLES
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.
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.
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.
JOURNAL COMMENTS
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.
CONFERENCE PAPERS
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.
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.
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.
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.
B. K. Verma. and P. D. Gader, "Fusion of Multiple Handwritten Word Recognition Techniques" Proceedings of the IEEE International Workshop on Neural Networks for Signal Processing, pp. 926-934, Sydney, Australia, 2001.
2000 Publications
REFEREED JOURNAL ARTICLES
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.
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.
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.
BOOK CHAPTERS
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.
CONFERENCE PAPERS
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.
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.
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.
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.
WORKSHOPS AND SPECIAL PRESENTATIONS
P. D. Gader, "Hidden Markov Models for Landmine Detection with Ground Penetrating Radar" Presented to the Research Staff of TNO Physics and Electronics Laboratory, The Hague, The Netherlands, September 2000.
P. D. Gader, "Soft Computing Techniques for GPR Detection and Fusion" Presented at Joint U. S. / European Research on De-mining Technologies, Sponsored by the European Commission’s Joint Research Center, the U. S. Army Electronics Technology and Devices Lab, and the European Research Office, Ispra, Italy, July 2000.
1999 Publications
REFEREED JOURNAL ARTICLES
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.
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.
JOURNAL COMMENTS
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.
BOOK CHAPTERS
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.
CONFERENCE PAPERS
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.
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 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.
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).
1998 Publications
REFEREED JOURNAL ARTICLES
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.
CONFERENCE PAPERS
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.
1997 Publications
REFEREED JOURNAL ARTICLES
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" IEEE Trans. Sys. Man Cybernetics, Vol. 27, No. 1, pp. 158-165, Feb. 1997.
Jung-Hsien Chiang and P. D. Gader, "Recognition of Handprinted Numerals in VISA® Card Application Forms" Machine Vision and Applications, Vol. 10, No. 3, pp. 144-149, Sept. 1997.
CONFERENCE PAPERS
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.
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.
WORKSHOPS AND SPECIAL PRESENTATIONS
P. D. Gader, "Introduction to Morphological Image Processing" Short course co-taught with Edward Dougherty at the IS&T Symposium on Electronic Imaging Science and Technology, San Jose, CA, Feb. 10, 1997.
1996 Publications
REFEREED JOURNAL ARTICLES
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, 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.
BOOK CHAPTERS
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.
CONFERENCE PAPERS
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.
WORKSHOPS AND SPECIAL PRESENTATIONS
P. D. Gader, "Applications of Fuzzy Sets in Handwriting Recognition" Presented to the Electronic Imaging Working Group Meeting at the IS&T/SPIE Symposium on Electronic Imaging, San Jose, CA, Jan. 30, 1996.
P. D. Gader, "A Comparison of Fuzzy Logic and Neural Network Methods for Street Number Location in Handwritten Addresses" Presented to the Bay Area OCR Group at Apple Computer, San Jose, CA, Feb. 1, 1996.
1995 Publications
REFEREED JOURNAL ARTICLES
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.
CONFERENCE PAPERS
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.
1994 Publications
REFEREED JOURNAL ARTICLES
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.
BOOK CHAPTERS
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.
CONFERENCE PAPERS
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.
1993 Publications
CONFERENCE PAPERS
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.
1992 Publications
REFEREED JOURNAL ARTICLES
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.
CONFERENCE PAPERS
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.
P. D. Gader, "Fuzzy Morphological Networks" Proceedings of the First Midwest Electro-Technology Conference, Ames, IA, April 1992.
1991 Publications
REFEREED JOURNAL ARTICLES
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.
CONFERENCE PAPERS
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.
1990 Publications
REFEREED JOURNAL ARTICLES
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.
BOOK CHAPTERS
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.
CONFERENCE PAPERS
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.
1989 Publications
REFEREED JOURNAL ARTICLES
P. D. Gader, "Bidiagonal Factorizations of Fourier Matrices and Systolic Algorithms for Computing Discrete Fourier Transforms" IEEE Transactions on Acoustics, Speech and Signal Processing, Vol. 37, No. 8, August 1989.
P. D. Gader, "Necessary and Sufficient Conditions for the Existence of Local Matrix Decompositions" SIAM Journal on Matrix Analysis and Applications, Vol. 9, No. 3, pp. 305-313, July 1989.
CONFERENCE PAPERS
A. M. Gillies. P. D. Gader, M. P. Whalen, and B.T. Mitchell, "Application of Mathematical Morphology to Handwritten ZIP Code Recognition" Proceedings of the SPIE Conference on Visual Communications and Image Processing IV, Philadelphia, PA, Nov. 1989, Vol. 1199.
P. D. Gader and E. Dunn, "Image Algebra and Morphological Template Decomposition" Proceedings of the SPIE Conference on Aerospace Pattern Recognition, Orlando, FL, March 1989.
1988 Publications
REFEREED JOURNAL ARTICLES
P. D. Gader, "Tridiagonal Factorizations of Fourier Matrices and Applications to Parallel Computations of Discrete Fourier Transforms" Journal of Linear Algebra and its Applications, Vol. 102, pp. 1280-1283, April 1988.
CONFERENCE PRESENTATIONS
P. D. Gader, "Displacement Ranks for Group Matrices" Presented at the SIAM 1988 National Meeting, Minneapolis, MN, July 1988.
P. D. Gader, "Numerical Factorization of Matrices into Products of Local Matrices" Presented at the SIAM Conference on Applied Linear Algebra, Madison, WI, May 1988.
P. D. Gader, "Elementary Number and Group Theory in Computer Science and Engineering" Presented at Wisconsin Section of Math Association of America Annual Meeting, La Crosse, WI, April 1988.
1987 Publications
REFEREED JOURNAL ARTICLES
G. X. Ritter and P. D. Gader, "Image Algebra Techniques for Parallel Image Processing" Journal of Parallel and Distributed Computing: Special Issue on Parallel Image Processing and Pattern Recognition (invited paper), Vol. 4, No. 5, pp. 7-44, March 1987.
1986 Publications
CONFERENCE PAPERS
G. X. Ritter, P. D. Gader, and J. L. Davidson, "Bridge Detection FLIR Images" Proceedings of the Eighth International Conference on Pattern Recognition, Paris, France, October 1986.
CONFERENCE PRESENTATIONS
P. D. Gader, "An Algebraic Approach to the Development of Parallel Algorithms for Two-Dimensional Discrete Fourier Transforms" Presented at the SIAM 1986 National Meeting, Boston, MA, July 1986.
1985 Publications
CONFERENCE PAPERS
G. X. Ritter and P. D. Gader, "Image Algebra Implementations on Cellular Array Computers" Proceedings of the IEEE Computer Society Workshop on Computer Architecture for Pattern Analysis and Image Database Management, Miami Beach, FL, November 1985.
Publications
CONFERENCE PAPERS
Gyeongyong Heo and P D. Gader, "Fuzzy SVM for Noisy Data: A Robust Membership Calculation Method" Proceedings IEEE Conf. on Fuzzy Systems, CDROM.
