Publications:
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Porikli, F.; Bovik, A.; Plack, C.; AlRegib, G.; Farrell, J.; LeCallet, P.; Huynth-Thu, Q.; Moeller, S.; Winkler, S., "Multimedia Quality Assessment", IEEE Signal Processing Magazine, ISSN: 1053-5888, Vol. 28, Issue 6, pps. 164-177, November 2011 (IEEE Xplore, TR2011-075)
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Nguyen H.V.; Porikli, F., "Concentric Ring Signature Descriptor for 3D Objects", IEEE International Conference on Image Processing (ICIP), September 2011 (IEEE Xplore, TR2011-063)
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Porikli, F.; Ozkan, H., "Data Driven Frequency Mapping for Computationally Scalable Object Detection", IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), August 2011 (AVSS 2011, TR2011-054)
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Hussein, M.; Porikli, F.; Li, R.; Arsian, S., "CrossTrack: Robust 3D Tracking from Two Cross-Sectional Views", IEEE Computer Vision & Patter Recognition (CVPR), June 2011 (IEEE Xplore, TR2011-037)
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Lian, Z.; Godil, A.; Bustos, B.; Daoudi, M.; Hermans, J.; Kawamura, S.; Kurita, Y.; Lavoua, G.; Nguyen, H.V.; Ohbuchi, R.; Ohkita, Y.; Porikli, F.; Reuter, M.; Sipiran, I.; Smeets, P.; Suetens, P.; Tabia H.; Vandermeulen, D., "Shape Retrieval on Non-rigit 3D Watertight Meshes", Eurographics Workshop on 3D Object Retrieval, April 2011 (3DOR2011, TR2011-024)
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Ruta, A.; Porikli, F.M.; Watanabe, S.; Li, Y., "In-vehicle Camera Traffic Sign Detection and Recognition", Machine Vision and Applications, Vol. 22, Issue 2, March 2011 (Springer-Verlag 2009, TR2011-041)
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Li, X.; Porikli, F., "Human State Classification and Predication for Critical Care Monitoring by Real-Time Bio-signal Analysis", International Conference on Pattern Recognition (ICPR), ISBN: 978-0-7695-4109-9, August 2010 (CS Digital Library, TR2010-073)
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Joshi, A.J.; Porikli, F., "Scene-Adaptive Human Detection with Incremental Active Learning", International Conference on Pattern Recognition (ICPR), ISBN: 978-0-7695-4109-9, August 2010 (CS Digital Library, TR2010-075)
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Porikli, F., "Learning on Manifolds", Joint IAPR International Conference on Structural, Syntactic and Statistical Pattern Recognition (SSPR & SPR), August 2010 (ACM Portal, TR2010-079)
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Venkatraman, V.; Porikli, F.M., "RelCom: Relational Combinatorics Features for Rapid Object Detection", IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum , Robust Object Detection, June 2010 (OTCBVS 2010, TR2010-036)
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Joshi, A.J.; Porikli, F.M.; Papanikolopoulos, N., "Breaking the Interactive Bottleneck in Multi-class Classification with Active Selection and Binary Feedback", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Object Recognition, June 2010 (CVPR 2010, TR2010-037)
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Joshi, A.J.; Porikli, F.; Papanikolopoulos, N., "Multi-Class Batch-mode Active Learning for Image Classification", IEEE International Conference on Robotics and Automation (ICRA), ISSN: 1050-5729, pp. 1873-1878, May 2010 (IEEE Xplore, TR2010-034)
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Porikli, F.M., "Needle Picking: A Sampling Based Track-before-Detection Method for Small Targets", SPIE Conference on Signal and Data Processing of Small Targets, Vol. 7698, 769803 (2010); doi: 10.1117/12.850452, April 2010 (SPIE Digital Library, TR2010-018)
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Porikli, F.; Sun, H., "Compressed Domain Video Object Segmentation", IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109/TCSVT.2009.2020253, pp. 2-14, January 2010 (IEEE Xplore, TR2005-040)
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Hussein, M.E.; Porikli, F.M.; Davis, L., "Object Detection via Boosted Deformable Features", IEEE International Conference on Image Processing (ICIP), DOI: 10.1109/ICIP.2009.5414561, pp. 1445-1448, November 2009 (IEEE Xplore, TR2009-072)
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Tuzel, C.O.; Porikli, F.M.; Meer, P., "Kernel Methods for Weakly Supervised Mean Shift Clustering", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/1CCV.2009.5459204, pp. 48-55, September 2009 (IEEE Xplore, TR2009-066)
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Porikli, F.M.; Pan, P., "Regressed Importance Sampling on Manifolds for Efficient Object Tracking", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), DOI: 10.1109/AVSS.2009.95, pp. 406-411, September 2009 (IEEE Xplore, TR2009-061)
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Hussein, M.E.; Porikli, F.M.; Davis, L., "A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors", IEEE Transactions on Intelligent Transportation Systems, DOI 10.1109/TITS.2009.2026870, Vol. 10, Issue 3, pp. 417-427, September 2009 (IEEE Xplore, TR2010-070)
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Sengupta, K.; Porikli, F., "Geometric Sequence (GS) Imaging with Bayesian Smoothing for Optical and Capacitive Imaging Sensors", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), DOI 10.1109/CVPR.2009.5205205, pp. 90-97, June 2009 (IEEE Xplore, TR2009-035)
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Joshi, A.J.; Porikli, F.; Papanikolopoulos, N., "Multi-Class Active Learning for Image Classification", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Poster Session 5, June 2009 (CVPR 2009, TR2009-034)
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Ruta, A.; Porikli, F.; Li, Yongmin,; Watanabe, S.; Kage, H.; Sumi, K., "A New Approach for In-Vehicle Camea Traffic Sign Detection and Recognition", IAPR Conference on Machine vision Applications (MVA), Session 15: Machine Vision for Transportation, May 2009 (MVA 2009, TR2009-027)
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Pan, P.; Porikli, F.; Schonfeld, D., "A New Method for Tracking Performance Evaluation Based on a Reflective Model and Perturbation Analysis", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 2009 (ICASSP 2009, TR2009-019)
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Tuzel, O.; Porikli, F.; Meer, P., "Pedestrian Detection via Classification on Riemannian Manifolds", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), ISSN: 0162-8828, Vol. 30, Issue 10, pp. 1713-1727, October 2008 (IEEE Xplore, TR2008-037)
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Porikli, F., "Constant Time O(1) Bilateral Filtering ", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2008 (IEEE Xplore, TR2008-030)
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Tuzel, O.; Porikli, F.; Meer, P., "Learning on Lie Groups for Invariant Detection and Tracking", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2008 (IEEE Xplore, TR2008-031)
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Hussein, M.; Porikli, F.; Davis, L., "Kernel Integral Images: A Framework for Fast non-Uniform Filtering", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ISSN: 1063-6919, pp. 1-8, , June 2008 (IEEE Xplore, TR2008-033)
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Parag, T.; Porikli, F.; Elgammai, A., "Boosting Adaptive Linear Weak Classifiers for Online Learning and Tracking", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ISSN: 1063-6919, pp. 1-8, June 2008 (IEEE Explore, TR2008-065)
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Hussein, M.; Porikli, F.; Davis, L., "Towards Practical Evaluation of Pedestrian Detectors", IEEE Workshop on Human Detection from Mobile Platforms, May 2008 (1st IEEE Workshop on Human Detection from Mobile Platforms, TR2008-088)
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Mei, X.; Porikli, F., "Joint Tracking and Video Registration by Factorial Hidden Markov Models", International Conference on Acoustic Speech and Signal Processing (ICASSP), ISSN: 1520-6149, pp. 973-976, March 2008 (IEEE Explore, TR2008-010)
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Porikli, F., "Reshuffling: A Fast Algorithm for Filtering with Arbitrary Kernels", SPIE Electronic Imagining Conference on Real-Time Image Processing, Vol. 6811, January 2008 (SPIE Publications, TR2008-007)
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Yin, Z.; Porikli, F.; Collins, R., "Likelihood Map Fusion for Visual Object Tracking", IEEE Workshop on Applications of Computer Vision (WACV), January 2008 (IEEE Xplore, TR2008-008)
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Porikli, F., "Detection of Temporarily Static Regions by Processing Video at Different Frame Rates", IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), ISBN: 978-1-4244-1696-7, pp. 236-241, September 2007 (IEEE Xplore, TR2007-040)
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Mei, X.; Zhou, S.K.; Wu, H.; Porikli, F., "Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification", Journal of Computers, ISSN: 1796-203X, Vol. 2, Issue 6, pp. 1-8, August 2007 (Academy Publisher, TR2007-044)
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Mei, X.; Zhou, S.K.; Porikli, F., "Probabilistic Visual Tracking via Robust Template Matching and Incremental Subspace Update", IEEE International Conference on Multimedia and Expo, ISBN: 1-4244-1027-7, pp. 1818-1821, July 2007 (IEEE Xplore, TR2007-045)
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Tuzel, O.; Porikli, F.; Meer, P., "Human Detection via Classification on Riemannian Manifolds", IEEE Computer Society Conference on Computer Vision & Pattern Recognition (CVPR), June 2007 (CVPR 2007, TR2007-046)
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Porikli, F.; Kocak, T., "Fast Distance Transform Computation Using Dual Scan Line Propagation", SPIE Conference Real-Time Image Processing, ISBN: 9780819466099, Vol. 6496, February 2007 (SPIE Publications, TR2007-013)
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Bashir, F.; Porikli, F., "Collaborative Tracking of Objects in EPTZ Cameras", SPIE Conference Visual Communications and Image Processing , ISBN: 978089466211, Vol. 6508, January 2007 (SPIE Publications, TR2006-088)
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Porikli, F.; Kocak, T., "Robust License Plate Detection Using Covariance Descriptor in a Neural Network Framework", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), ISBN: 0-7695-2688-8, pp. 107, November 2006 (IEEE Xplore, TR2006-100)
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Porikli, F.; Tuzel, O., "Fast Construction of Covariance Matrices for Arbitrary Size Image Windows", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, pp.1581-1584, October 2006 (IEEE Xplore, TR2006-043)
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Shao, J.; Porikli, F.; Chellappa, R., "A Cascading Framework of Contour Motion and Deformation Estimation for Non-Rigid Object Tracking", International Conference on Image Processing (ICIP), October 2006 (ICIP 2006, TR2006-044)
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Porikli, F., "Achieving Real-Time Object Detection and Tracking Under Extreme Conditions", Journal of Real-time Image Processing, ISSN: 1861 8200, Vol. 1, Number 1, pp. 33-40, October 2006 (Springer Berlin / Heidelberg, TR2006-039)
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Mei, X.; Porikli, F., "Fast Image Registration via Joint Gradient maximization: Application to Multimodal Data", SPIE Conference Electro-Optical and Infrared Systems Technology and Applications, ISBN: 9780819464934, Vol. 6395, September 2006 (SPIE Proceedings, TR2006-109)
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Porikli, F.; Tuzel, O.; Meer, P., "Covariance Tracking using Model Update Based on Lie Algebra", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), ISSN: 1063-6919, Vol. 1, pp. 728-735, June 2006 (IEEE Xplore)
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Bashir, F.; Porikli, F., "Performance Evaluation of Object Detection and Tracking Systems", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), June 2006 (PETS 2006, TR2006-041)
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Porikli, F.; Tuzel, O., "Covariance Tracker", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2006 (CVPR 2006, TR2006-042)
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Goubet, E.; Katz, J.; Porikli, F., "Pedestrian Tracking Using Thermal Infrared Imaging", SPIE Conference Infrared Technology and Applications XXXII, Vol. 6206, pp. 797-808, June 2006 (SPIE Proceedings, TR2005-126)
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Tuzel, O.; Porikli, F.; Meer, P., "Region Covariance: A Fast Descriptor for Detection and Classification", European Conference on Computer Vision (ECCV), May 2006 (ECCV 2006, TR2005-111)
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Porikli, F.; Tuzel, O., "Bayesian Background Modeling for Foreground Detection", ACM International Workshop on Video Surveillance and Sensor Networks (VSSN), ISBN: 1-59593-242-9, pp. 55-28, November 2005 (ACM Press, TR2005-101)
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Porikli, F.; Thornton, J., "Shadow Flow: A Recursive Method to Learn Moving Cast Shadows", IEEE International Conference on Computer Vision (ICCV), ISSN: 1550-5499, Vol. 1, pp. 891-898, October 2005 (IEEE Xplore, TR2005-058)
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Zilani, F.; Velastin, S.; Porikli, F.; Marcenaro, L.; Kelliher, T.; Cavallaro, A.; Bruneaut, P., "Performance Evaluation of Event Detection Solutions: The CREDS Experience", IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 201-206, September 2005 (IEEE Xplore, TR2006-018)
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Porikli, F.; Tuzel, O., "Multi-Kernel Object Tracking", IEEE International Conference on Multimedia and Expo (ICME), pp. 1234-1237, July 2005 (IEEE Xplore, TR2005-122)
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Tuzel, O.; Porikli, F.; Meer, P., "A Bayesian Approach to Background Modeling", IEEE Workshop on Machine Vision for Intelligent Vehicles (MVIV), ISSN: 1063-6919, Vol. 3, pp. 58, June 2005 (IEEE Xplore, TR2005-033)
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Porikli, F., "Integral Histogram: A Fast Way to Extract Higtograms in Cartesian Spaces", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), ISSN: 1063-6919, Vol. 1, pp. 829-836, June 2005 (IEEE Xplore, TR2005-057)
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Porikli, F.; Shao, J.; Maehara, H., "Heli-Tele: Road Extraction from Helicopter Video", IAPR Conference on Machine Vision Applicaitons (MVA), May 2005 (MVA 2005, TR2005-041)
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Porikli, F., "Ambiguity Detection by Fusion and Conformity: A Spectral Clustering Approach", IEEE International Conference Integration of Knowledge Intensive Multi-Agent Systems (KIMAS), pp. 366-372, April 2005 (IEEE Xplore, TR2005-035)
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Porikli, F.; Wren, C.R., "Change Detection by Frequency Decomposition: Wave-Back", Workshop on Image Analysis for Multimedia Interactive Services, April 2005 (WIAMIS 2005, TR2005-034)
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Porikli, F.; Tuzel, O., "Object Tracking in Low-Frame-Rate Video", SPIE Image and Video Communications and Processing, Vol. 5685, pp. 72-79, March 2005 (SPIE Publications, TR2005-013)
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Porikli, F., "Computationally Efficient Histogram Extraction for Rectangular Image Regions", SPIE Real-Time Imaging IX, Vol. 5671, pp. 36-43, February 2005 (SPIE Proceedings, TR2005-014)
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Wren, C.R.; Porikli, F., "Waviz: Spectral Similarity for Object Detection", IEEE International Workshop on Performance Evaluation of Tracking & Surveillance, January 2005 (PETS 2005, TR2005-004)
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Porikli, F., "Multiplicative Background-Foreground Estimation Under Uncontrolled Illumination using Intrinsic Images", IEEE Computer Society Workshop on Motion and Video Computing, January 2005 (IEEE MOTION 2005, TR2005-012)
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Li, X.; Porikli, F.M., "A Hidden Markov Model Framework for Traffic Event Detection Using Video Features", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, Vol. 5, pp. 2901-2904, October 2004 (IEEE Xplore, TR2004-130)
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Porikli, F.M., "Nonlinear Warping Function Recovery by Scan-Line Search Using Dynamic Programming", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, Vol. 3, pp. 1807-1810, October 2004 (IEEE Xplore, TR2004-031)
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Porikli, F.M., "Clustering Variable Length Sequences by Eigenvector Decomposition Using Hmm", International Workshop on Structural and Syntactic Pattern Recognition, ISSN: 0307-9743, Vol 3138/2004, pp. 352, August 2004 (Lecture Notes in Computer Science, TR2004-085)
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Porikli, F.M.; Haga, T., "Event Detection by Eigenvector Decomposition Using Object and Frame Features", Conference on Computer Vision and Pattern Recognition (CVPRW), ISBN: 1063-6919, ISSN: 0-7695-2158-4-07, Vol. 7, pp. 114, June 2004 (IEEE Computer Society, TR2004-029)
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Porikli, F.M.; Li. X., "Traffic Congestion Estimation Using HMM Models Without Vehicle Tracking", IEEE Intelligent Vehicles Symposium (IV), pp. 188-193, June 2004 (IEEE Xplore, TR2004-019)
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Porikli, F.M., "Trajectory Distance Metric Using Hidden Markov Model Based Representation", European Conference on Computer Vision (ECCV), May 2004 (TR2004-030)
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Porikli, F.M., "Trajectory Pattern Detection by HMM Parameter Space features and Eigenvector Clustering", European Conference on Computer Vision (ECCV), May 2004 (TR2004-032)
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Porikli, F.M., "Real-time Video Object Segmentation for MPEG-encoded Video Sequences", SPIE Conference on Real-Time Imagining VIII, Vol. 5297, pp. 195-203, May 2004 (TR2004-011)
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Porikli, F.M., "Automatic Image Segmentation by Wave Propagation", SPIE Conference on Image Processing: Algorithms and Systems III, Vol. 5298, pp. 536-543, May 2004 (TR2004-010)
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Porikli, F.M.; Wang, Y., "Automatic Video Object Segmentation Using Volume Growing and Hierarchical Clustering", EURASIP Journal on Applied Signal Processing, ISSN: 1536-1276, Vol. 3, Issue 2, pp. 442-453, March 2004 (IEEE Xplore, TR2004-012)
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Porikli, F.M., "Automatic Image Segmentation by Solving Eikonal Equation Based on Gaussian Mixture Models", IS&T / SPIE Symposium on Electronic Imaging: Science & Technology, January 2004 (IS&T SPIE Symposium on Electronic Imaging 2004, TR2004-010)
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Porikli, F.M., "Road Extraction by Point-wise Gaussian Models", SPIE Algorithms and Technologies for Multispectral, Hyperspectral and Ultraspectral Imagery IX, Vol. 5093, pp. 758-764, September 2003 (SPIE Proceedings, TR2003-059)
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Porikli, F.M., "Inter-Camera Color Calibration by Cross-Correlation Model Function", IEEE International Conference on Image Processing (ICIP), Vol. 2, pp. 133-136, September 2003 (IEEE Xplore, TR2003-103)
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Porikli, F.M.; Divakaran, A., "Multi-Camera Calibration, Object Tracking and Query Generation", IEEE International Conference on Multimedia and Expo (ICME), Vol. 1, pp. 653-656, July 2003 (IEEE Xplore, TR2003-100)
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Porikli, F.M.; Tuzel, O., "Fast Object Tracking by Adaptive Background Models and Mean-Shift Analysis", International Conference On Computer Vision Systems (ICVS), April 2003 (ICVS 2003)
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Porikli, F.M., "Human Body Tracking by Adaptive Background Models and Mean-Shift Analysis", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, March 2003 (PETS-ICVS 2003, TR2003-036)
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Porikli, F.M., "Sensitivity Characteristics of Cross-Correlation Distance Metric and Model Function", The John Hopkins University Conference on Information Sciences and Systems (CISS), March 2003 (CISS 2003, TR2003-146)
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Porikli, F.M., "Automatic Threshold Determination of Centroid-Linkage Region Growing by MPEG-7 Dominant Color Descriptors", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, Vol. 1, pp. 793-796, September 2002 (IEEE Xplore)
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Porikli, F.M.; Wang, Y., "Constrained Video Object Segmentation by Color Masks and MPEG-7 Descriptors", IEEE International Conference on Multimedia and Expo (ICME), Vol. 1, pp. 441-444, August 2002 (IEEE Xplore)
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Porikli, F.M.; Sahinoglu, Z., "An Online Renegotiation-Based Bandwidth Management with Circuit Assignment for VBR Traffic in Communications Networks", World Multi-Conference on Systemics, Cybernetics and Informatics (ISAS-SCI), July 2002
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Porikli, F.M., "Image Simplification by Robust Estimator Based Reconstruction Filter", International Symposium on Computer and Information Sciences (ISCIS), November 2001 (ISCIS 2001)
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Porikli, F.M., "Video Object Segmentation by Volume Growing Using Feature-Based Motion Estimator", International Symposium on Computer and Information Sciences (ISCIS), November 2001 (ISCIS 2001)
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Porikli, F.M.; Sahinoglu, Z., "Dynamic Bandwidth Allocation with Optimal Number of Renegotiations in ATM Networks", International Conference on Computer Communications and Networks, pp. 290-295, October 2001 (IEEE Xplore)
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Porikli, F.M.; Wang, Y., "An Unsupervised Multi-Resolution Object Extraction Algorithm Using Video-Cubes", IEEE International Conference on Image Processing (ICIP), October 2001 (ICIP 2001)
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Porikli, F.M., "Accurate Detection of Edge Orientation for Color and Multi-Spectral Imagery", IEEE International Conference on Image Processing (ICIP), October 2001 (ICIP 2001)
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Porikli, F.M., "Object Segmentation of Color Video Sequences", International Conference on Computer Analysis of Images and Pattern (CAIP) , LNCS 2124, pps 610, September 2001 (Springer)
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