2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996 | 1995 | 1994 | 1992 | 1991 | 1990 | 1989 | 1986 | 1985
2020
M. Cook, A. Zare, P. D. Gader, “Outlier Detection through Null Space Analysis of Neural Networks“, Presented at the ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning, 2 July 2020.
2019
R. Fick, P. Gader, A. Zare, S. Meerdink, “Temporal Mapping of Hyperspectral Data,” 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), pp 1-4, Sept. 2019.
S. Meerdink, J. Bocinsky, E. Wetherley, A. Zare, C. McCurley, P. D. Gader, “Developing Spectral Libraries Using Multiple Target Multiple Instance Adaptive Cosine/Coherence Estimator,” 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), pp 1-5, Sept. 2019.
2018
S. Zou, P. D. Gader, A. Zare, “Hyperspectral tree crown classification using the multiple instance adaptive cosine estimator“, PeerJPreprints, 26 July 2018.
SM. Shuaibu, W. Lee, J. Schuller, P. D. Gader, “Unsupervised hyperspectral band selection for apple Marssonina blotch detection“, Computers and Electronics in Agriculture 148:45-53, May 2018.
2017
Y. Zhou, A. Rangarajan, P. D. Gader, “Nonrigid registration of hyperspectral and color images with vastly different spatial and spectral resolutions for spectral unmixing and pansharpening”, Proc. Computer Vision and Pattern Recognition (CVPR) Workshop on EarthVision: Large Scale Computer Vision for Remote Sensing Imagery, Honolulu, HI, July 2017.
L. Kalantari, P. D. Gader, “Cross-validating Gaussian process methods for hyperspectral data from tree crowns”, IEEE Symposium Geoscience and Remote Sensing (IGARSS 17), July 2017, Forth Worth TX
Ron Fick, P. D. Gader, “Dimensionality estimation for manifold-based classification of airborne spectral data acquired over terrestrial regions”, Proc SPIE Conf. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIII, Anaheim, CA, 2017.
2016
Y. Zhou, A. Rangarajan, P. D. Gader, “A Gaussian Mixture Model Representation Of Endmember Variability For Spectral Unmixing”, Proc. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles, CA, August 2016.
P. D. Gader, L. Kalantari, Hichem Frigui, “Gaussian processes and self-organizing maps for possibilistic, robust, ambiguity preserving (PRAM) classification and regression with spectral data”, Proc. SPIE Conf. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXII, Baltimore, MD, April 2016.
R. Heylen, P. Scheunders, A. Zare, P. D. Gader, “Alternating angle minimization based unmixingwith endmember variability“, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016.
2015
M..Nia, D. Wang, S. Bohlman, P. D. Gader, S. Graves, M. Petrovic, “Impact of atmospheric correction and image filtering on hyperspectral classification of tree species using support vector machine“, Journal of Applied Remote Sensing Vol. 9, Issue 1, 5 November 2015.
Y. Zhou, A. Rangarajan, P. D. Gader. “A spatial compositional model (SCM) for linear unmixing and endmember uncertainty estimation.” Proc. 7th IEEE Workshop on Hyperspectral Image and SIgnal Processing: Evolution in Remote Sensing (WHISPERS 2015), 2 June 2015 – 5 June 2015 (Tokyo, Japan).
C. Yang, W. Lee, P. D. Gader, “Blueberry Maturity Stage Detection Based on Spectral-Spatial detection of Hyperspectral Image Using Selection Bands”, Proceedings International Workshop on Robotics in Agriculture, May 2015.
2014
P. Massoudifar, A. Rangarajan, P. D. Gader. “Superpixel Estimation for Hyperspectral Imagery“, 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2014.
L. Kalantari, P. D. Gader, S. Graves, S. Bohlman, “Evaluating similarity measures for hyperspectral classification of tree species at Ordway-Swisher Biological Station“, Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International. IEEE, 2014.
P. Massoudifar, A. Rangarajan, A. Zare, P. D. Gader, “An integrated graph cuts segmentation and piece-wise convex unmixing approach for hyperspectral imaging“, IEEE GRSS Workshop Hyperspectral Image Signal Processing: Evolution Remote Sensing. 2014.
H. Jenzri, H. Frigui, P. D. Gader. “Context dependent hyperspectral subpixel target detection“, Image Processing (ICIP), 2014 IEEE International Conference on Image Processing IEEE, 2014.
R. Close, P. D. Gader, J. Wilson, “Hyperspectral unmixing using macroscopic and microscopic mixture models“, Journal of Applied Remote Sensing Vol. 8, Issue 1, 29 Apr 2014.
R. Heylen, P. Scheunders, A. Rangarajan, P. D. Gader, “Nonlinear unmixing by using non-euclidean metrics in a linear unmixing chain“, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2014.
H. Jenzri, H. Frigui, P. D. Gader, “Robust Context Dependent Spectral Unmixing“, 2014 22nd International Conference on Pattern Recognition, 2014.
2013
D. Dranishnikov, P. D. Gader; A.Zare; T. Glenn, “Unmixing using a combined microscopic and macroscopic mixture model with distinct endmembers“, Proceedings of the 21st European Signal Processing Conference (EUSIPCO), pp.1,5, 9-13 Sept. 2013.
T. Glenn, D. Dranishnikov, P. D. Gader.; A. Zare, “Subpixel target detection in hyperspectral imagery using piece-wise convex spatial-spectral unmixing, possibilistic and fuzzy clustering, and co-registered LiDAR“, IEEE International Geoscience and Remote Sensing Symposium (IGARSS, pp.1063,1066, 21-26 July 2013
J. Dula; A. Zare; Dominic Ho; P. D. Gader, “Landmine classification using possibilistic K-nearest neighbors with wideband electromagnetic induction data”, Proc. SPIE 8709, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVIII, 87091F, 7 June 2013.
J. Bolton, S. Yuksel, P. D. Gader, “Multiple instance learning for hidden Markov models: application to landmine detection“, Proc. SPIE. 8709, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVIII, 7 June 2013.
T. Glenn, B. Smock, J. Wilson, P. D. Gader , “A run packing technique for multiple sensor fusion“, Proc. SPIE. 8709, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVIII, 7 June 2013.
J. Bolton, P. D. Gader, H. Frigui, “Embedding the multiple instance problem: applications to landmine detection with ground penetrating radar“, Proc. SPIE. 8709, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVIII, 7 June 2013.
R. Heylen, P. D. Gader, P. Scheunders, “Handling spectral variability with alternating angle minimization“, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2013.
C. Yang, W. Lee, P. D. Gader, H. Li, “Hyperspectral band selection using Kullback-Leibler divergence for blueberry fruit detection“, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2013.
H. Jenzri ; H. Frigui ; P. D. Gader, “Graph constrained multi-model unmixing using LIDAR information“, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2013.
A. Zare, P. D. Gader, D.i Dranishnikov, T. Glenn, “Spectral unmixing using the beta compositional model“, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2013.
T. Glenn, B. Smock, J. Wilson, P. D. Gader, “Context-dependent detection via Alarm-Set Fusion and segmentation“, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2013.
2012
R. Close, P. D. Gader, A. Zare, J. Wilson, D. Dranishnikov, “Endmember extraction using the physics-based multi-mixture pixel model“, Proc. SPIE. 8515, Imaging Spectrometry XVII, 15 October 2012.
H. Jenzri, H. Frigui, P. D. Gader, “Context dependent spectral unmixing”, 2012 IEEE International Workshop Machine Learning for Signal Processing, Sept. 23-26, 2012, Santander, Spain.
S. E. Yuksel, J. Bolton, P. D. Gader, “Landmine detection with multiple instance hidden Markov models“, 2012 IEEE International Workshop Machine Learning for Signal Processing, Sept. 23-26, 2012, Santander, Spain
A. Zare, O. Bchir, H. Frigui, P. D. Gader,”Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing”, IEEE Conf. on Image Processing (ICIP), 30 – Oct. 3, 2012.
R. Close, P. D. Gader, “Estimating the Percentage of Linear and Nonlinear Mixing at the Subpixel Level in Hyperspectral Imaging”, IEEE Geoscience and Remote Sensing Symposium (IGARSS), July 23-27, 2012.
S. Yuksel, P. D. Gader, “Mixture of HMM experts with applications to landmine detection”, IEEE Geoscience and Remote Sensing Symposium (IGARSS), July 23-27, 2012.
P. D. Gader, D. Dranishnikov, Alina Zare, J. Chanussot, “A Sparsity Promoting Bilinear Unmixing Model”, IEEE Workshop on Hyperspectral Image and Signal Processing – Evolution in Remote Sensing, Shanghai, China, June 2012.
A. Zare, P. D. Gader, T. Allgire, D. Dranishnikov, R. Close, “Bootstrapping for piece-wise convex endmember distribution detection”, IEEE Workshop on Hyperspectral Image and Signal Processing – Evolution in Remote Sensing, Shanghai, China, June 2012.
S. Yuksel, T. Dubroca, R. Hummel, P. D. Gader, “An automatic detection software for differential reflection spectroscopy”, SPIE Conf. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII, April 2012, .
R. Close, P. D. Gader, J. Wilson, “Using physics-based macroscopic and microscopic mixture models for hyperspectral pixel unmixing “,SPIE Conf. Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII, April 2012.
K. Ho, P. D. Gader, “On the estimation of target depth using the single-transmit multiple-receive metal detector array”, SPIE Conf Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVII, April 2012,
S. Goldberg, T. Glenn, J. Wilson, P. D. Gader, “Landmine detection using two-tapped joint orthogonal matching pursuits”, SPIE Conf Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVII, April 2012.
2011
J. Bolton, P. D. Gader, “Conjunctive formulation of the random set framework for multiple instance learning: Application to remote sensing“, Geoscience and Remote Sensing Symposium (IGARSS), pp.3582-3585, 24-29 July 2011.
R. Close, J. Wilson, P. D. Gader, “A Bayesian approach to localized multi-kernel learning using the relevance vector machine,” Geoscience and Remote Sensing Symposium (IGARSS), pp.1103-1106, 24-29 July 2011.
A. Zare, P. D. Gader, “Piece-wise convex spatial-spectral unmixing of hyperspectral imagery using possibilistic and fuzzy clustering,” IEEE International Conf. on Fuzzy Systems (FUZZ-IEEE), pp.741-746, 27-30 June 2011.
A. Zare, P. D. Gader, J. Bolton, S. Yuksel, T. Dubroca, R. Close, R. Hummel, “Sub-pixel target spectra estimation and detection using functions of multiple instances,” 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), pp.1-4, 6-9 June 2011.
B. Smock, P. D. Gader, J. Wilson, “DynaMax+ ground-tracking algorithm,” SPIE Defense, Security, and Sensing of Mines, Explosive Objects, and Obscured Targets XVI, May 2011.
R. Close, K. Watford, T. Glenn, P. D. Gader, J. Wilson, “Using predictive distributions to estimate uncertainty in classifying landmine targets“, Proc. SPIE. 8017, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVI, 23 May 2011 .
J. Wood, J. Bolton, G. Casella, L. Collins, P. D. Gader, T. Glenn, J. Ho, W. Lee, R. Mueller, B. Smock, P. Torrione, K. Watford, J. Wilson, “Comparison of algorithms for finding the air-ground interface in ground penetrating radar signals“, Proc. SPIE. 8017, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XVI, 23 May 2011.
A. Zare, P. D. Gader, “Multiclass subpixel target detection using functions of multiple instances“, Proc. SPIE. 8048, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII, 20 May 2011 .
A. Zare, M. Weiss, P. D. Gader, “Rebuilding the injured brain: use of MRS in clinical regenerative medicine“, Proc. SPIE. 7965, Medical Imaging 2011: Biomedical Applications in Molecular, Structural, and Functional Imaging, 16 March 2011.
2010
S. Yuksel, P. D. Gader, “Variational Mixture of Experts For Classification with Applications to Landmine Detection”, Proceedings of 20th International Conference on Pattern Recognition, (ICPR 2010), Istanbul, Turkey, Aug. 23-26 2010, 2981-2984
O. Missaoui, H. Frigui, P. D. Gader , “Model level fusion of edge histogram descriptors and gabor wavelets for landmine detection with ground penetrating radar“, IEEE Geoscience and Remote Sensing Symposium (IGARSS), pp.3378-3381, 25-30 July 2010.
J. Bolton, P. D. Gader, “Multiple instance learning for hyperspectral image analysis“, IEEE Geoscience and Remote Sensing Symposium (IGARSS), pp.4232-4235, 25-30 July 2010.
A. Zare, P. D. Gader, “Robust Endmember detection using L1 norm factorization,” IEEE Geoscience and Remote Sensing Symposium (IGARSS), pp.971-974, 25-30 July 2010.
A. Chamseddine, A. Abdallah, Frigui, P. D. Gader, “Local Fusion with Fuzzy Integrals”, Proceedings of IEEE Conference on Fuzzy Systems (FUZZ-IEEE ’10), Barcelona, Spain, July 18-23 2010, CD.
G. Heo, P. D. Gader, “An Extension of Global Fuzzy C-means Using Kernel Methods”, Proceedings of IEEE Conference on Fuzzy Systems (FUZZ-IEEE ’10), Barcelona, Spain, July 18-23 2010, CD.
G. Heo, P. D. Gader, and H. Frigui, “A Noise Robust Variant of Context Extraction for Local Fusion”, Proceedings of IEEE Conference on Fuzzy Systems (FUZZ-IEEE ’10), Barcelona, Spain, July 18-23 2010, CD.
A. Zare, P. D. Gader, “An Investigation of Likelihoods and Priors for Bayesian Endmember Estimation”, 30th Int’l Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Chamonix, France, July 4-9, 2010 (Invited Paper)
A. Zare, O. Bchir, H. Frigui, P. D. Gader, “Spatially Smooth Piece-wise Convex Endmember Detection“, Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS’10), Reykjavik, Iceland, June 2010, CD.
J. Bolton, P. D. Gader, “Spatial Multiple Instance Learning for Hyperspectral Image Analysis”, Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS’10), Reykjavik, Iceland, June 2010, CD.
O. Bchir, H. Frigui, A. Zare, P. D. Gader, “Multiple Model Endmember Detection Based On Spectral And Spatial Information”, Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS’10), Reykjavik, Iceland, June 2010, CD.
A. Zare, O. Bchir, H. Frigui, P. D. Gader, “A Comparison Of Deterministic And Probabilistic Approaches To Endmember Representation”, Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS’10), Reykjavik, Iceland, June 2010, CD (Invited Paper).
A. Zare, M. Silvious, R. Close, P. D. Gader, “Quantifying the benefit of airborne and ground sensor fusion for target detection”, Proc. SPIE. 7664, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XV, 29 April 2010.
J. Bolton, P. D. Gader, H. Frigui, “Multiple instance learning for landmine detection in ground penetrating radar data”, Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIV, April 2010, CDROM.
D. Ho, P. D. Gader, H. Frigui, “Effect of radar undesirable characteristics on the performance of spectral feature landmine detection technique”, Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIV, April 2010, CDROM.
A. Hamdi, O. Missaoui, H. Frigui, P. D. Gader, “Landmine detection using ensemble discrete hidden Markov models with context dependent training methods”, Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIV, April 2010, CDROM.
A. Fadeev, A. Fadeev, H. Frigui, P. D. Gader, “Comparison of different classification algorithms for landmine detection using GPR”, Proceedings of the SPIE Conference on Detection and Remediation Technologies for Mines and Minelike Targets XIV, April 2010, CDROM.
A. Zare, P. D. Gader, “L1-endmembers: a robust endmember detection and spectral unmixing algorithm”, Proceedings of the SPIE Conference Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, April 2010, CDROM.
A. Zare, P. D. Gader, “Pattern Recognition Using Functions of Multiple Instances“, 2010 20th International Conference on Pattern Recognition, 2010.
X. Zhang, S. Yuksel, P. D. Gader, J. Wilson, “Simultaneous feature and HMM Model learning for landmine detection using Ground Penetrating Radar“, 2010 IAPR Workshop on Pattern Recognition in Remote Sensing, 2010.
J. Bolton, P. D. Gader, “Cross Entropy Optimization of the Random Set Framework for Multiple Instance Learning“, 2010 20th International Conference on Pattern Recognition, 2010.
2009
O. Missaoui, H. Frigui, P. D. Gader, “Discriminative Multi-stream Discrete Hidden Markov Models”, Proceedings of IEEE Conference on Machine Learning and Applications (ICMLA), Miami Beach, Dec. 2009, pp. 178-183.
L. Zhang, H. Frigui, P. D. Gader, “Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning”, Proceedings of IEEE Conference on Machine Learning and Applications (ICMLA), Miami Beach, Dec. 2009, pp. 190-195.
A. Zare, P. D. Gader, “Context-dependent fusion for mine detection using airborne hyperspectral imagery”, Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS’09), Grenoble, France, Aug. 2009 CDROM.
L. Zhang, H. Frigui, P. D. Gader and J. Bolton, “Context-dependent fusion for mine detection using airborne hyperspectral imagery” Proceedings of IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS’09), Grenoble, France, Aug. 2009 CDROM.
J. 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.
G. Heo and P D. Gader, “Fuzzy SVM for Noisy Data: A Robust Membership Calculation Method”, Proceedings IEEE Conf. on Fuzzy Systems, Jeju Island, Korea, Aug. 2009, pp. 431-436.
Abdallah, H. Frigui, P. D. Gader, “Context extraction for local fusion using fuzzy clustering and feature discrimination,”, Proceedings IEEE Conf. on Fuzzy Systems, Jeju Island, Korea, Aug. 2009, 490-495.
G. Heo, P D. Gader, H. Frigui, “Robust Kernel PCA using Fuzzy Membership”, International Joint Conference on Neural Networks(IJCNN), Atlanta GA, Jun. 2009 pp. 1213-1220.
G. Heo, P D. Gader, “Learning the Number of Gaussian Components Using Hypothesis Test”, International Joint Conference on Neural Networks(IJCNN), Atlanta GA, Jun. 2009, pp. 1206 -1212.
H. Frigui, A. S. Fadeev, A. 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.
H. Frigui, A. Hamdi, O. 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.
D. 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, A. 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. Wilson, G. Ramachandran, P. D. Gader, B. Smock, W. 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.
A. Zare, P. D. Gader, “Context-based endmember detection for hyperspectral imagery“, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009.
A. Chamseddine, B. Abdallah, H. Frigui, P. D. Gader, “Context extraction for local fusion using fuzzy clustering and feature discrimination“, 2009 IEEE International Conference on Fuzzy Systems, 2009.
2008
G. Heo, P D. Gader, “Prior-Updating Ensemble Learning for Discrete HMM”, Proceedings of the International Conference on Pattern Recognition (ICPR), Tampa FL, Dec. 2008
A. Zare, P D. Gader, “Endmember Detection using the Dirichlet Process”, Proceedings of the International Conference on Pattern Recognition (ICPR), Tampa FL, Dec. 2008
R. Mazhar, P. D. Gader, “EK-SVD: Optimized Dictionary Design for Sparse Representations”, Proceedings of the International Conference on Pattern Recognition (ICPR), Tampa FL, Dec. 2008.
S. Yuksel, G. Ramachandran, P. D. Gader, J. N. Wilson, D. Ho, 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.
A. 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.. 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.
A. Mendez-Vazquez, 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. 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, “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.. Ho, P. D. Gader, J. 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).
S. Yuksel, G. Ramachandran, P. D. Gader, J. Wilson, G. Heo ; D. Ho, “Hierarchical Methods for Landmine Detection with Wideband Electro-Magnetic Induction and Ground Penetrating Radar Multi-Sensor Systems“, IGARSS 2008 – 2008 IEEE International Geoscience and Remote Sensing Symposium, 2008.
2007
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.
R. Mazhar, J. N. Wilson, P. D. Gader, “Use of an application-specific dictionary for matching pursuits discrimination of landmines and clutter”, Proceedings of the IEEE Geoscience and Remote Sensing Symposium 2007, Barcelona, Spain, 23-28 July 2007, Page(s): 26-29.
J. Bolton, 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.
A. Mendez-Vazquez, 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.
2006
H. Frigui, 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.
P. Ngan, S. Burke, R. Cresci, J. Wilson, P. D. Gader, D. Ho, “Region processing algorithm for HSTAMIDS,” Proc. SPIE. 6217, Detection and Remediation Technologies for Mines and Minelike Targets XI, 18 May 2006.
H. Frigui, P. D. Gader, “Detection and discrimination of landmines in ground-penetrating radar based on edge histogram descriptors“, Proc. SPIE. 6217, Detection and Remediation Technologies for Mines and Minelike Targets XI, 18 May 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. Ho, P. D. Gader, J. Wilson, “Improving spectral features from GPR by exploring the 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. Keller, M. Busch, P. D. Gader, C. Hawkins, J. McElroy, K. 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. Wilson, P. D. Gader, K. Ho, R. Mazhar, “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. 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.
2005
K. 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. 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
W. 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.
T. Wang, J. Keller, P. D. Gader, A. Hocaoglu, “Phase signatures in acoustic-seismic landmine detection,” Proc. SPIE. 5415, Detection and Remediation Technologies for Mines and Minelike Targets IX, September 2004 .
P. D. Gader, A. Mendez-Vasquez, K. Chamberlin, J. Bolton, 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. 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, W. Lee, 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.
H. Frigui, P. D. Gader, W. Lee, J. 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. Lee, J. Wilson, K. 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. Ho, W. Lee, R. 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.
J. McElroy, P. D. Gader,, J. Keller, 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.
J. Stanley, K. 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.
T. Wang, J.. 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.
R. Luke, J. Keller, P. D. Gader,, M. Skubic, T. 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. 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
P. D. Gader, J. Wilson, and W. 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.
A. Hocaoglu, P. D. Gader, G. 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. Ritter, J, Keller, P. D. Gader, T. Wang, A. 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. Keller, P. D. Gader, “Linguistic hidden Markov models”, Proceedings IEEE Conference Fuzzy Systems, May 25-28, 2003, pp. 796-797.
A. Hocaoglu, 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, 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.
A. Hocaoglu, 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. Keller, P. D. Gader, T. Wang, A.Hocaoglu, G. 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. 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, J. Wilson, T. Wang, J. Keller, W. Lee, R. Grandhi, A. Koksal Hocaoglu, J. 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. Ho, 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
S. Rodrigues, R. Stanley, C. Caldwell, P. D. Gader, “Dynamic programming-based approach to microarray image registration“, Proc. SPIE. 4735, Hybrid Image and Signal Processing VIII, 7 June 2002
P. D. Gader, A. 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. Ho, P. D. Gader, J. 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, 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. Keller, P. D. Gader, Z. Cheng, A. 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. Stanley, S. Somanchi, 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.
2001
K. Hocaoglu, 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.
R. Stanley, N. Theera-Umpon, P. D. Gader, S. Somanchi, D. Ho, “Detecting landmines using weighted density distribution function features“, Proc. SPIE. 4380, Signal Processing, Sensor Fusion, and Target Recognition X, 16 August 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, 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, 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, P. D. Gader, “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. Ho, P. D. Gader, S. Bishop, D. Lang, 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. Keller, S. Auephanwiriyakul, 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.
2000
B. K. Verma, 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.
P. D. Gader, 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, 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, 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, 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.
P. D. Gader, A. Hocaoglu, M. Mystkowski, Y. 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.
J. Keller, Sansanee Auephanwiriyakul, P. 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, P. D. Gader, “Counting white blood cells using morphological granulometries“, ournal of Electronic Imaging Vol. 9, Issue 2, 1 Apr 2000.
1999
M. Khabou, P. D. Gader, 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, 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, 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. Nelson, P. D. Gader, 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, 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.
K. Hocaoglu, P. D. Gader, E. Gelenbe, 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. Khabou, P. D. Gader, H. Shi, “Entropy optimized morphological shared-weight neural networks“, Optical Engineering Vol. 38, Issue 2, 1 February 1999.
M. Popescu, 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. Chen, 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, 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 .
K. Hocaoglu, 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.
M. Klein, P. D. Gader, 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
M. Popescu, P. D. Gader, “Image content retrieval from image databases using feature integration by Choquet integral,” Proc. SPIE. 3656, Storage and Retrieval for Image and Video Databases VII, 17 December 1998.
J. Park, J. M. Keller, P. D. Gader, 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. Li, H. Shi, P. D. Gader, J. Keller, “Implementation of the morphological shared-weight neural network (MSNN) for target recognition on the Parallel Algebraic Logic (PAL) computer,” Proc. SPIE. 3452, Parallel and Distributed Methods for Image Processing II, 21 September 1998.
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, P. D. Gader, “A Fuzzy Logic Approach to Detector Scoring,” Proceedings of NAFIPS ’98, Pensacola, FL, August 1998, pp. 339-345.
A. Blanchard, P. D. Gader, A. C. Correa, 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, 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, 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, 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, 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, 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. Hocaoglu, 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
K. Hocaoglu, P. D. Gader, 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, 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, A. 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, 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, 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, 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, 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, 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.
M. Khabou, P. D. Gader, “Erosion and dilation as solutions to regularization problem“, Proc. SPIE. 3026, Nonlinear Image Processing VIII, 4 April 1997.
1996
H. Shi, 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. Chiang, 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, 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, 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, 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, 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, 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, M. Mohamed, “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, M. Mohamed, J. Keller, “Dynamic-programming-based handwritten word recognition using the Choquet fuzzy integral as the match function“, Journal of Electronic Imaging Vol. 5, Issue 1, 1 January 1996.
1995
J. -H. Chiang, 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, 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, M. A. Mohamed, “Multiple Classissifier Fusion for Handwritten Word Recognition,” IEEE Conference on Systems, Man, and Cybernetics, Vancouver, Canada, October 1995, pp. 2329-2335.
J. M. Keller, 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, 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, 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. Caldwell,, H. 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. Stanley, J. Keller, C. Caldwell, 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. Mohamed, J. 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, 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. Andres Mohamed, J. Chiang, “The Principle of Least Commitment in Computer Vision,” Proceedings of the Fourth Annual Midwest Electro-Technology Conference, Ames, IA, March 1995.
1994
M. Mohamed, 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, 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, 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, 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. Sims, P. D. Gader, 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, P. D. Gader, “Matching Database Records to Handwritten Text,” Proceedings of the SPIE Conference on Document Recognition, San Jose, CA, Feb. 1994.
1993
P. D. Gader, M. Khabou, “Automated Feature Generation for Handwritten Digit Recognition,” Proceedings of the Third International Workshop on Frontiers of Handwriting Recognition, Buffalo, NY, May 1993.
1992
P. D. Gader, M. Mohamed, 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, 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, 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, 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
W. Pont, Jr., 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
P. D. Gader, D. Hepp, B. Forester, T. Peurach, 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, 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, B. Forester, “Integrating Template and Model Matching for Unconstrained Handwritten Numeral Recognition,” SPSE Annual Conference, Rochester, NY, May 1990.
1989
A. Gillies. P. D. Gader, M. Whalen, B. 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, E. Dunn, “Image Algebra And Morphological Template Decomposition“, Proc. SPIE. 1098, Aerospace Pattern Recognition, 30 August 1989.
P. D. Gader, E. Dunn, “Image Algebra and Morphological Template Decomposition,” Proceedings of the SPIE Conference on Aerospace Pattern Recognition, Orlando, FL, March 1989.
1986
G. Ritter, P. D. Gader, J. Davidson, “Bridge Detection FLIR Images,” Proceedings of the Eighth International Conference on Pattern Recognition, Paris, France, October 1986.
1985
G. X. Ritter, 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.