Books
G. Bebis, R. Boyle, B. Parvin, and D. Koracin (eds) "Advances in Visual Computing", Lecture Notes in Computer Science (LNCS), Vol. 3804, 1st International Symposium, ISVC 2005, Lake Tahoe, NV, USA, December 5-7, 2005.
G. Bebis et al (eds) "Advances in Visual Computing", Lecture Notes in Computer Science (LNCS), Vol. 4291, 2nd International Symposium, ISVC 2006, Lake Tahoe, NV, USA, November 6-8, 2006.
G. Bebis et al (eds) "Advances in Visual Computing", Lecture Notes in Computer Science (LNCS), Vol.4292, 2nd International Symposium, ISVC 2006, Lake Tahoe, NV, USA, November 6-8, 2006.
G. Bebis et al (eds) "Advances in Visual Computing", Lecture Notes in Computer Science (LNCS), Vol. 4841, 3rd International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28, 2007.
G. Bebis et al (eds) "Advances in Visual Computing", Lecture Notes in Computer Science (LNCS), Vol. 4842, 3rd International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28, 2007.
Editorials
N. Bourbakis and G. Bebis, "Digital Multimedia on Demand", IEEE Multimedia, January-March 2004.
Journal Publications
L. Loss, G. Bebis, M. Nicolescu, and A. Skurikhin, "An Iterative Multi-Scale Tensor Voting Scheme for Perceptual Grouping of Natural Shapes in Cluttered Backgrounds", Computer Vision and Image Understanding (CVIU) (accepted), 2008.
W. Li, G. Bebis, and N. Bourbakis, "3D Object Recognition Using 2D Views", IEEE Transactions on Image Processing (accepted), 2008.
J. Martinez, A. Erol, G. Bebis, R. Boyle, and X. Twombly, "Integrating Perceptual Level of Detail with Head Pose Estimates and their Uncertainty", Machine Vision and Applications (accepted), 2008.
A. Tavakkoli, Mircea Nicolescu, G. Bebis, and Monica Nicolescu, "Non-Parametric Statistical Background Modeling for Efficient Foreground Region Detection", Machine Vision and Applications (accepted), 2008.
J. Usabiaga, A. Erol, G. Bebis, R. Boyle, and X. Twombly, "Global Hand Pose Estimation by Multiple Camera Ellipse Tracking", Machine Vision and Applications (accepted), 2008.
R. Kelley, C. King, A. Tavakkoli, Mircea Nicolescu, Monica Nicolescu, and G. Bebis, "An architecture for understanding intent using novel hidden Markov formulation", International Journal of Humanoid Robotics, (special issue on ""Cognitive Humanoid Robots"), (accepted), 2008.
A. Tavakkoli, Mircea Nicolescu, G. Bebis, and Monica Nicolescu, "A Support Vector Data Description Approach for Background Modeling in Videos with Quasi-Stationary Backgrounds", International Journal on Artificial Intelligence Tools (accepted), 2008.
J. Wang, G. Bebis, Mircea Nicolescu, Monica Nicolescu, and R. Miller, "Improving Target Detection by Coupling It with Tracking", Machine Vision and Applications, (accepted), 2008.
J. Usabiaga, G. Bebis, A. Erol, Mircea Nicolescu, and Monica Nicolescu, "Recognizing Simple Human Actions Using 3D Head Trajectories", Computational Intelligence (special issue on Ambient Intelligence), vol. 23, no. 4, pp. 484-496, 2007.
A. Erol, G. Bebis, M. Nicolescu, R. Boyle, X. Twombly, "Vision-Based Hand Pose Estimation: A Review", Computer Vision and Image Understanding (CVIU) (special issue on Vision for Human-Computer Interaction), vol. 108, no. 1-2, pp. 52-73, October/November 2007.
G. Bebis, A. Gyaourova, S. Singh, and I. Pavlidis, "Face Recognition by Fusing Thermal Infrared and Visible Imagery", Image and Vision Computing, vol. 24, no. 7, pp. 727-742, 2006.
Z. Sun, G. Bebis, and R. Miller, "On-road Vehicle Detection: A review", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 5, pp. 694-711, 2006.
Z. Sun, G. Bebis, and R. Miller, "Monocular Pre-crash Vehicle Detection: Features and Classifiers", IEEE Transactions on Image Processing , vol. 15, no. 7, pp. 2019-2034, July 2006.
Z. Sun, G. Bebis, and R. Miller, "On-Road Vehicle Detection Using Evolutionary Gabor Filter Optimization ", IEEE Transactions on Intelligent Transportation Systems, vol. 6, no. 2, pp. 125-137, 2005.
Z. Sun, G. Bebis, and R. Miller, "Object Detection Using Feature Subset Selection", Pattern Recognition, vol. 37, pp. 2165-2176, 2004.
N. Bourbakis, J. Gattiker, and G. Bebis "A Synergistic Model for Interpreting Human Activities and Events from Video", International Journal on Artificial Intelligence Tools , vol. 12, no. 1, 2003.
J. Dowdall, I. Pavlidis, and G. Bebis, "Face Detection in the Near-IR Spectrum", Image and Vision Computing, vol 21, no. 7, pp. 565-578, 2003.
G. Bebis. D. Egbert, and M. Shah, "Review of Computer Vision Education", IEEE Transactions on Education, vol. 46, no. 1, pp. 2-21, 2003.
G. Bebis. S. Louis, Y. Varol, and A. Yfantis, "Genetic Object Recognition Using Combinations of Views", IEEE Transactions on Evolutionary Computation, vol 6, no. 2, pp. 132-146, April 2002.
G. Bebis, S. Uthiram, and M. Georgiopoulos, " Face Detection and Verification Using Genetic Search", International Journal on Artificial Intelligence Tools, vol 9, no 2, pp. 225-246, 2000.
E.Yfantis, T. Lazarakis, G. Bebis, and M. Gallitano, " An Algorithm for Cancer Recognition of Ultrasound Images", International Journal on Artificial Intelligence Tools , vol 9, no 2, pp. 265-276, 2000.
G. Bebis, M. Georgiopoulos, M. Shah, and N. da Vitoria Lobo, " Indexing Based on Algebraic Functions of Views", Computer Vision and Image Understanding (CVIU), Vol. 72, No. 3, pp. 360-378, 1998.
G. Bebis, M. Georgiopoulos and N. La Vitoria Lobo, "Using Self-Organizing Maps to Learn Geometric Hashing Functions for Model-Based Object Recognition " IEEE Transactions on Neural Networks Vol 9, No. 3, pp. 560-570, 1998.
G. Bebis, G. Papadourakis and S. Orphanoudakis, " Curvature Scale Space Driven Object Recognition with an Indexing Scheme based on Artificial Neural Networks ", Pattern Recognition., Vol. 32, No. 7, pp. 1175-1201, 1999.
G. Bebis, M. Georgiopoulos, N. da Vitoria Lobo, and M. Shah, " Recognition by learning affine transformations", Pattern Recognition, Vol. 32, No. 10, pp. 1783-1799, 1999.
I. Dagher, M. Georgiopoulos, G. Heilman, and G. Bebis, "An Ordering Algorithm for Pattern Presentation in Fuzzy ARTMAP That Tends to Improve Generalization Performance ", IEEE Transactions on Neural Networks , Vol. 10, No. 4, pp. 768-778, 1999.
M. Georgiopoulos, I. Dagher, G. Heilman, and G. Bebis, "Properties of Learning of a Fuzzy ART Variant ", Neural Networks., Vol. 12, No. 6, pp. 837-850, 1999.
G. Bebis, M. Georgiopoulos and T. Kasparis, " Coupling Weight Elimination with Genetic Algorithms to Reduce Network Size and Preserve Generalization", Neurocomputing, Vol 17, No. 3&4, pp. 167-194, 1997.
M. Georgiopoulos, H. Fernlund, G. Bebis, and G. Heileman, " Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the choice parameter", Neural Networks.vol. 9, no. 9, pp. 1541-1559, 1996.
G. Bebis and M. Georgiopoulos, " Feed-forward neural networks: why network size is so important" , IEEE Potentials pp. 27-31, October/November 1994.
G. Bebis and G. Papadourakis, "Object Recognition Using Invariant Object Boundary Contour Representations and Neural Network Models ", Pattern Recognition, Vol. 25, No. 1, pp. 25-44, January 1992.
G. Bebis, G. Papadourakis and M. Georgiopoulos, " Back Propagation: Increasing Rate of Convergence by Predictable Pattern Loading ", Intelligent Systems Reviews, Vol. 1, No. 3, pp. 14-30, 1989.
G. Papadourakis and G. Bebis, "Artificial Neural Networks I", Technika Chronika Scientific Journal of the Technical Chamber of Greece, Vol. 11, No. 3, pp. 57-73, 1991.
G. Papadourakis and G. Bebis, "Artificial Neural Networks II",
Technika Chronika Scientific Journal of the Technical Chamber of
Greece, Vol. 12, No. 1, pp. 107-131, 1992.
Conference Publications
F. Scalzo, G. Bebis, Mircea Nicolescu, L. Loss, and A. Tavakkoli, "Feature Fusion Hierarchies for Gender Classification", International Conference on Pattern Recognition (ICPR08), December 2008.
A. Tavakkoli, Mircea Nicolescu, G. Bebis and Monica Nicolescu, "Efficient Background Modeling through Incremental Support Vector Data Description", International Conference on Pattern Recognition (ICPR08), December 2008.
L. Loss, G. Bebis, M. Nicolescu, and A. Skurikhin, "Investigating How and When Perceptual Organization Cues Improve Boundary Detection in Natural Images", IEEE Workshop on Perceptual Organization in Computer Vision (in conjunction with CVPR08), 2008.
G. Amayeh, G. Bebis and M. Nicolescu, "Gender Classification from Hand Shape", IEEE Workshop on Biometrics (in conjunction with CVPR08), 2008.
A. Tavakkoli, Mircea Nicolescu, Monica Nicolescu, and G. Bebis, "Incremental SVDD Training: Improving Efficiency of Background Modeling in Videos", Signal and Image Processing (SIP08), August 2008.
A. Ambardekar, M. Nicolescu, and G. Bebis, "Efficient Vehicle Tracking and Classification for an Automated Traffic Surveillance System ", Signal and Image Processing (SIP08), August 2008.
F. Scalzo, G. Bebis, M. Nicolescu, and L. Loss, "Multimodal Feature Fusion Hierarchies", Benelearn, Spa, Belgium, May 2008.
K. McDermott, I. Juricevic, G. Bebis, and M. Webster, "Adapting Images to Observers", SPIE Electronic Imaging (Human Vision and Electronic Imaging XIII), vol. 6806, San Jose, CA, January 2008.
A. Tavakkoli, M. Nicolescu, and G. Bebis, "A Novelty Detection Approach for Foreground Region Detection in Videos with Quasi-stationary Backgrounds", 2nd International Symposium on Visual Computing (ISVC06), Lake Tahoe, November 6-8, 2006.
J. Usabiaga, A. Erol, G. Bebis, R. Boyle, and X. Twombly, "Global Hand Pose Estimation by Multiple Camera Ellipse Tracking", 2nd International Symposium on Visual Computing (ISVC06), Lake Tahoe, November 6-8, 2006.
N. Bourbakis and G. Bebis, "A Method for Associating Patterns of Motion in Events from Video: A Case Study", IEEE International Conference on Tools with Artificial Intelligence (ICTAI06), Washington, DC, November 2006.
A. Tavakkoli, M. Nicolescu, and G. Bebis, "Robust Recursive Learning for Foreground Region Detection in Videos with Quasi-Stationary Backgrounds", International Conference on Pattern Recognition (ICPR06), Hong Kong, August 2006.
G. Amayeh, G. Bebis, A. Erol, and M. Nicolescu, "Peg-Free Hand Shape Verification Using High Order Zernike Moments", IEEE Workshop on Biometrics (in conjunction with CVPR06), New York, NY, June 2006.
J. Wang, G. Bebis, and R. Miller, "Robust Video-Based Surveillance by Integrating Target Detection with Tracking", IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum (in conjunction with CVPR06), New York, NY, June 2006.
A. Tavakkoli, M. Nicolescu, and G. Bebis, "An Adaptive Recursive Learning Technique for Robust Foreground Object Detection", Workshop on Statistical Methods in Multi-image and Video Processing, (in conjunction with ECCV06), Graz, Austria, May 2006.
A. Tavakkoli, M. Nicolescu, and G. Bebis, "Automatic Statistical Object Detection for Visual Surveillance", IEEE Southwest Symposium on Image Analysis and Interpretation, Denver, CO, March 2006.
K. McDermott, J. Mulligan, G. Bebis, and M. Webster, "Visual Search and Eye Movements in Novel and Familiar Contexts", SPIE Electronic Imaging (Human Vision and Electronic Imaging XI), San Jose, January 2006.
K. Veropoulos, G. Bebis, and M. Webster, "Investigating the Impact of Face Categorization on Recognition Performance", International Symposium on Visual Computing, (LNCS, vol 3804), Lake Tahoe, NV, December 2005.
G. Amayeh, A. Erol, G. Bebis, and M. Nicolescu, "Accurate and Efficient Computation of High Order Zernike Moments", International Symposium on Visual Computing, (LNCS, vol 3804), Lake Tahoe, NV, December 2005.
J. Martinez, A. Erol, G. Bebis, R. Boyle, and X. Twombly, "Rendering Optimizations Guided by Head-Pose Estimates and their Uncertainty", International Symposium on Visual Computing, (LNCS, vol 3804), Lake Tahoe, NV, December 2005.
A. Tavakkoli, M. Nicolescu, and G. Bebis, "Automatic Robust Background Modeling Using Multivariate Non-Parametric Kernel Density estimation for Visual Surveillance", International Symposium on Visual Computing, (LNCS, vol 3804), Lake Tahoe, NV, December 2005.
A. Erol, G. Bebis, M. Nicolescu, R. Boyle and X. Twombly, "A Review on Vision-Based Full DOF Hand Motion Estimation", IEEE Workshop on Vision for Human-Computer Interaction, (in conjunction with CVPR05) San Diego, CA, June 21, 2005.
J. Wang, G. Bebis, and R. Miller, "Overtaking Vehicle Detection Using Dynamic and Quasi-Static Background Modeling", IEEE Workshop on Machine Vision for Intelligent Vehicles, (in conjunction with CVPR05) San Diego, CA, June 21, 2005.
N. Goel, G. Bebis, A. Nefian, "Face Recognition Experiments with Random Projection", SPIE Defense and Security Symposium (Biometric Technology for Human Identification), Orlando, FL, March 28 - April 1, 2005.
A. Erol, G. Bebis, R. Boyle and M. Nicolescu, "Visual Hull Construction Using Adaptive Sampling", IEEE Workshop on Applications of Computer Vision, Breckenridge, CO, January 5-7, 2005.
T. Patten, W. Li, G. Bebis, and M. Freeman, "Automatic Heliothis Zea Classification Using Image Analysis", IEEE International Conference on Tools with Artificial Intelligence, Boca Raton, FL, November 15-17, 2004.
K. She, G. Bebis, H. Gu, and R. Miller, "Vehicle Tracking Using On-Line Fusion of Color and Shape Features", IEEE International Conference on Intelligent Transportation Systems, Washington, DC, October 3-6, 2004.
Z. Sun, G. Bebis, and R. Miller, "On-road Vehicle Detection Using Optical Sensors: A Review", IEEE International Conference on Intelligent Transportation Systems, Washington, DC, October 3-6, 2004.
G. Cong, M. Eser, B. Parvin, and G. Bebis, "Shape Metamorphism Using p-Laplacian Equation", International Conference on Pattern Recognition (ICPR), Cambridge UK, 23-26 August 2004.
W. Li, G. Bebis, and N. Bourbakis, "Integrating Algebraic Functions of Views with Indexing and Learning for 3D Object Recognition", IEEE Workshop on Learning in Computer Vision and Pattern Recognition, Washington DC, June 28, 2004.
S. Singh, A. Gyaourova, G. Bebis, and I. Pavlidis, "Infrared and Visible Image Fusion for Face Recognition", SPIE Defense and Security Symposium (Biometric Technology for Human Identification), Orlando, 12-16 April, 2004.
A. Gyaourova, G. Bebis, and I. Pavlidis, "Fusion of Infrared and Visible Images for Face Recognition", European Conference on Computer Vision (ECCV04), Prague, May 11-14, 2004.
V. Nikulin and G. Bebis, "Multiresolution Image Retrieval Through Fusion", SPIE Electronic Imaging (Storage and Retrieval Methods and Applications for Multimedia), San Jose, January 2004.
Z. Sun, G. Bebis, and R. Miller, "Evolutionary Gabor Filter Optimization with Application to Vehicle Detection", IEEE International Conference on Data Mining, pp. 307-314, Melbourne FL, November 2003.
J. Bhatt, N. Lobo, M. Shah, and G. Bebis "Automatic recognition of a baby gesture", IEEE International Conference on Tools with Artificial Intelligence, November 2003, Sacremento.
Z. Sun, G. Bebis, and R. Miller, "Boosting Object Detection Using Feature Selection", IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 290-296, Miami, July 2003.
Z. Sun, Z. Sun, Y. Varol and G. Bebis, "A distributed Visual Surveillance System", IEEE International Conference on Advanced Video and Signal Based Surveillance, Miami, July 2003.
J. Dowdall, I. Pavlidis, and G. Bebis "Face Detection in the Near-IR Spectrum", AeroSense SPIE Conference, April 2003, Orlando.
Dwight Egbert, George Bebis, and Dave Williams, "Computer Vision Research Teaching Modules for Community College Computer Science and Engineering Courses", 2003 ASEE Annual Conference & Exposition, June 2003.
G. Bebis and D. Egbert, "Using Computer Vision to Improve Learning and Knowledge Acquisition, 4th International Conference on Information Communication Technologies in Education, Samos, Greece, July 2003.
G. Bebis and D. Egbert, "Integrating Teaching with Research Using Computer Vision Examples, International Conference on Computers and Advanved Technology in Education, Rhodes, Greece, July 2003.
Z. Sun, G. Bebis, X. Yuan, and S. Louis, "Genetic Feature Subset Selection for Gender Classification: A Comparison Study", IEEE Workshop on Applications of Computer Vision, pp. 165-170, Orlando, December 2002.
Z. Sun, R. Miller, G. Bebis, and D. DiMeo, "A Real-time Precrash Vehicle Detection System", IEEE Workshop on Applications of Computer Vision, pp. 171-176, Orlando, December 2002.
Z. Sun, G. Bebis, and R. Miller, "On-Road Vehicle Detection Using Gabor Filters and Support Vector Machines", IEEE International Conference on Digital Signal Processing, Santorini, Greece, July 2002.
Z. Sun, G. Bebis, and R. Miller, "Improving the Performance of On-Road Vehicle Detection by Combining Gabor and Wavelet Features", IEEE International Conference on Intelligent Transporation Systems, Singapore, September 2002.
Z. Sun, G. Bebis, and R. Miller, "Quantized Wavelet Features and Support Vector Machines for On-Road Vehicle Detection", IEEE International Conference on Control, Automation, Robotics and Vision, Singapore, December 2002.
B. Carlson, G. Bebis, and C. Looney, "Minutiae Detection Through Classifier Fusion and Clustering", International Conference on Imaging Science, Systems, and Technology, Las Vegas, June 2002.
D. Egbert, G. Bebis, M. McIntosh, N. LaTourrette, and A. Mitra "Computer Vision Research as a Teaching Tool in CS1",32nd ASEE/IEEE Frontiers in Education Conference, Boston, November 2002.
W. Abd-Almageed, S. Fadali, and G. Bebis "A Non-intrusive Kalman Filter-Based Tracker for Pursuit Eye Movement", American Control Conference 2002 (ACC'02) May 8-10, 2002, Anchorage, Alaska.
Z. Sun, X. Yuan, G. Bebis, and S. Louis, "Neural-Network-Based Gender Classification Using Genetic Eigen-Feature Extraction", IEEE International Joint Conference on Neural Networks, May 2002, Honoloulu, Hawaii.
J. Dowdall, I. Pavlidis, and G. Bebis "A Face Detection Method Based on Multi-Band Feature Extraction in the Near-IR Spectrum",IEEE Workshop on Computer Vision Beyond the Visible Spectrum December 14, 2001, Hawaii.
N. Bourbakis, G. Bebis, and J. Gattiker "A Synergistic Model for Interpreting Human Activities and Events from Video: A Case Study", IEEE International Conference on Tools with Artificial Intelligence, pp. 132-139, Vancouver, Canada, 2000.
E. Yfantis, T. Lazarakis, A. Popovitch, A. Angelopoulos, and G. Bebis, "On Cancer Recognition of Ultrasound Images", IEEE Workshop on Computer Vision Beyond the Visible Spectrum: Methods and Applications, pp 44-54, Hilton Head Island, 2000.
G. Bebis and K. Fujimura, "An Eigenspace Approach to
Eye-Gaze Estimation", ISCA 13th International Conference on
Parallel and Distributed Computing Systems (Special Session on Digital Video
and Digital Audio), pp. 604-609, Las Vegas, 2000.
G. Bebis, T. Deaconu and M. Georgiopoulos, "
Fingerprint Identification Using Delaunay Triangulation", IEEE
International Conference on Intelligence, Information and Systems (ICIIS'99)
, pp. 452-459, Maryland, 1999.
G. Bebis, S. Uthiram and M. Georgiopoulos, "
Genetic Search for Face Detection and Verification", IEEE
International Conference on Intelligence, Information and Systems (ICIIS'99)
, pp. 360-368, Maryland, 1999.
E. Yfantis, T. Lazarakis, G. Bebis, and G. Gallitano "A Computer Algorithm for
Cancer Recognition on Ultrasound Images of Prostate Tissue", IEEE
International Conference on Intelligence, Information and Systems (ICIIS'99)
, pp. 34-39, Maryland, 1999
G. Bebis, M. Georgiopoulos and N. La Vitoria Lobo, "Learning Geometric
Hashing Functions for Model Based Object Recognition",
Fifth International Conference on Computer Vision (ICCV-95),
pp. 543-548, M.I.T., Cambridge, Massachusetts, June 1995.
G. Bebis, M. Georgiopoulos, N. da Vitoria Lobo and M. Shah, " Learning Affine Transformations of
the Plane for Model-based Object Recognition ", 13th International
Conference on Pattern Recognition (ICPR-96), vol. IV, pp. 60-64,
Vienna, Austria, August 1996.
G. Bebis, M. Georgiopoulos, and T. Kasparis, "Coupling Weight Elimination
and Genetic Algorithms",
International Conference on Neural Networks (ICNN-96),
vol. 2, pp. 1115-1120, Washington, DC, June 1996.
M. Georgiopoulos, H. Fernlund, G. Bebis, and G. Heileman, "Order of Search
in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter", invited paper,
International Conference on Neural Networks (ICNN-96).
Panel and Special Session, pp. 215-220, Washington, DC, June 1996.
.
G. Bebis and M. Georgiopoulos, "Improving Generalization
by Using Genetic Algorithms to Determine the Neural Network Size",
Proceedings of the Southcon/95 Conference,
pp. 592-595, Ft. Lauderdale, Florida, March 1995.
P. Karkhanis and G. Bebis, "A Performance Evaluation of Variations to the Standard
Back-propagation Algorithm",
Proceedings of the Southcon/94 Conference,
pp. 71-76, Orlando, Florida, March 1994.
G. Bebis, M. Georgiopoulos, G. Papadourakis and G. Heileman,"Increasing Classification Accuracy
Using Multiple Neural Network Schemes",
Proceedings of the SPIE (Inter. Soc. for Opt. Eng.), Vol. 1709,
pp. 221-231, Orlando, Florida, April 1992.
G. Bebis and G. Papadourakis, "Model Based Object Recognition Using
Artificial Neural Networks",
Artificial Neural Networks, ICANN-91, Vol. 2, Kohonen et. al. (eds.),
pp. 1111-1115, North-Holland, 1991.
G. Papadourakis and G. Bebis, "Artificial Neural Networks", (tutorial
presentation),
Proceedings of the Third Panhellenic Conference on Information Sciences,
pp. 336-351, Athens, Greece, May 1991.
G. Papadourakis, G. Bebis and M. Georgiopoulos, "Machine Printed
Character Recognition Using Artificial Neural Networks",
Proceedings of the International Neural Networks Conference (INNS-90),
pp. 392, Paris, 1990.
G. Bebis and G. Papadourakis, "Implementation of Character Recognition
Using Neural Networks and Traditional Classifiers",
Proceedings of the NEURONET International Symposium on Neural Networks and Neural Computing,
pp. 33-36, Prague, September 1990.
G. Papadourakis, S. Micheloyannis, G. Bebis and M. Giaxnakis, "EEG Signal Classification Using Neural Networks ",
Engineering Systems with Intelligence,
EURISCON '91, S. Tzafestas (ed.), Kluwer Academic, pp. 221-228, 1991.
G. Papadourakis and G. Bebis, "The Design of a Systolic Architecture to
Implement Graphic Transformations",
Proceedings of the IEEE CompEuro '91 Conference,
pp. 170-175, Bologna, Italy, May 1991.
G. Papadourakis, E. Gaga, G. Vareltzis and G. Bebis, "Use of ANN for
Clinical Decision-Making (Maldescensus Testis),
Proceedings of International Joint Conference on Neural Networks 92
(IJCNN 1992),
Vol. III, pp. 159-164, Baltimore, Maryland, June 1992.
G. Bebis, M. Georgiopoulos, and S. Bhatia "
Learning Orthorgraphic Transformations for Object Recognition",
IEEE International Conference on Systems, Man, and Cybernetics, Vol 4,
pp. 3576-3581, Orlando, FL, October 1997.
G. Anagnostopoulos, M. Georgiopoulos, D. Nickerson, and G. Bebis,
"Extending the Power of Linear Hybrid Ensemble Methods", IEEE International
Conference on Systems, Man, and Cybernetics, Vol 2, pp. 1350-1355, Orlando, FL,
October 1997.
G. Bebis, M. Georgiopoulos, M. Shah, and N. da Vitoria Lobo, " Using Algebraic Functions of Views for Indexing-Based Object Recognition",6th International Conference on Computer Vision (ICCV-98), pp. 634-639, India, January 1998.
M. Georgiopoulos, I. Dagher, G. Heilman, and G. Bebis, "Properties of
Learning of a Fuzzy ART Variant", International Conference on Neural
Networks (ICNN-97), Vol. III, pp. 2012-2016, 1997.
S. Fadali and G. Bebis, "Control System Design for LTI Systems Using
Interval Analysis", 13th International Conference on Computers and
Their Applications (CATA-98), Hawaii, March 1998.
S. Louis, G. Bebis. S. Uthiram, and Y. Varol, "Genetic Search for
Object Recognition", Lecture Notes in Computer Science 1447, V. Porto et.
al (Eds.) (Seventh Annual Conference on Evolutionary Programming, San Diego, March 1998),
pp. 199-208.
G. Bebis, S. Louis, and Y. Varol, "Using Genetic
Algorithms for Model-Based Object Recognition", 1998 International
Conference on Imaging Science, Systems, and Technology (CISST'98),
Las Vegas, NV, July 1998, pp. 1-6.
G. Bebis, G. Papadourakis, and S. Orphanoudakis, "
Recognition using Curvature Scale Space and Artificial Neural Networks",
Signal and Image Processing (SIP'98), Las Vegas, NV,
October 28-31, 1998.
I. Dagher, M. Georgiopoulos, G. Heilman, and G. Bebis, "Fuzzy ARTVar:
An Improved Fuzzy ARTMAP Algorithm", 1998 International Joint
Conference on Neural Networks (IJCNN-98), Vol. 3, pp. 1688-1693,
May 4-9, Alaska, 1998.
I. Dagher, M. Georgiopoulos, G. Heilman, and G. Bebis, "Ordered Fuzzy
ARTMAP: A Fuzzy ARTMAP algorithm with a fixed order of pattern presentation",
1998 International Joint Conference on Neural Networks (IJCNN-98), Vol. 3, pp. 1717-1722, May 4-9, Alaska, 1998.
G. Bebis, S. Louis, and S. Fadali, "Using Genetic
Algorithms for 3D Object Recognition", 11th International
Conference on Computer Applications in Industry and Engineering( CAINE'98),
pp. 13-16, Las Vegas, NV, November 1998.
Qiang Ji and George Bebis, "Visual Cues Extraction for
Monitoring Driver's Vigilance", First HONDA Initiation Grant Forum: The HIG Symposium, pp. 48-55, 1999.
R. Kelley, A. Tavakkoli, C. King, Monica Nicolescu, Mircea Nicolescu, and George Bebis, "Understanding Human Intentions via Hidden Markov Models in Autonomous Mobile Robots", ACM/IEEE International Conference on Human-Robot Interaction, Amsterdam, Netherlands, March 2008.
G. Amayeh, G. Bebis, A. Erol and M. Nicolescu, "A new approach to hand-based authentication", SPIE Defense and Security Symposium (DS26: Biometric Technology for Human Identification V), Orlando, FL, April 2007,.
G. Amayeh, G. Bebis, A. Erol and M. Nicolescu, "A component-based approach to Hand Verification", IEEE Workshop on Biometrics (in conjunction with CVPR07), Minneapolis, MN, June 2007.
A. Tavakkoli, R. Kelley, C. King, Mircea Nicolescu, Monica Nicolescu, and G. Bebis, "A Vision-based Architecture for Intent Recognition", 3rd International Symposium on Visual Computing (ISVC07), Lecture Notes of Computer Science (LNCS), vol. 4842, pp. 173-182,
November 26-28, 2007, Lake Tahoe, NV.
M. Webster, K. McDermott, and G. Bebis, "Fitting the world to the mind: Transforming images to mimic perceptual adaptation", 3rd International Symposium on Visual Computing (ISVC07),
Lecture Notes of Computer Science (LNCS), vol. 4842, pp. 757-768, November
26-28, 2007, Lake Tahoe, NV.
T. Uz, G. Bebis, A. Erol, and S. Prabhakar, "Minutia-Based Template Synthesis and Matching Using Hierarchical Delaunay Triangulations", IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS07), September 27-29, 2007, Washington DC.
L. Loss, G. Bebis, M. Nicolescu, and A. Skurikhin, "An Automatic Framework for Figure-Ground Segmentation in Cluttered Backgrounds", British Machine Vision Conference (BMVC 2007), University of Warwick, UK, September 10-13, 2007.
G. Amayeh, S. Kasaei, G. Bebis, A. Tavakkoli, and K. Veropoulos, "Improvement of Zernike Moment Descriptors on Affine Transformed Shapes", International Symposium on Signal Processing and its Applications (ISSPA07), United Arab Emirates, February 12-15, 2007.
L. Loss, G. Bebis, M. Nicolescu, and A. Skourikhine, "Perceptual Grouping Based on Iterative Multi-Scale Tensor Voting", 2nd International Symposium on Visual Computing (ISVC06), Lake Tahoe, November 6-8, 2006.