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Fatih Porikli
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WORK EXPERIENCE:
Mitsubishi Electric Research Labs, Cambridge, MA
(March 2000 - Present)
Distinguished Member Research Staff and Technical Manager, Imaging Group
Hughes Research Laboratories, Malibu, CA
(May 1999 - March 2000)
Contractor, Information Sciences Lab (started as an intern)
- Developed novel road extraction methods for very low-resolution multi-spectral satellite images as a key component of aerial surveillance products
- Designed an electron microscope data analyzer to determine nano-level properties of atomic structures to reduce the cost of special IC production
AT&T Bell Labs, Holmdel, NJ
(July 1997 - August 1998)
Contractor, Image Processing Group (started as an intern)
- Developed boundary accurate 3D estimation methods that prevent surface singularities for low texture images by mesh patch matching for experimental 3D display
- Prepared a comprehensive formulation of the psychometric aspects of 3D perception to reduce eye-strain
HONORS:
- R&D100 Award, category: Scientist of the Year (select group of winners), 2006
- Best Paper Prize, IEEE AVSS 2011
- Best Paper Prize, IEEE OTCBVS Workshop, in conjunction with CVPR 2010
- Best Paper Prize – Runner up (out of 1300 papers), IEEE CVPR 2007
- Public Utility Systems Research Excellence Award for excellent performance of developed technology for the system deciphering damages through the Helicopter TV images, 2009
- MELCO-ATC Excellence Award for contribution to planning and monitoring technologies for scanning particle beam therapy, 2009
- Corporate R&D Award for contributions to product competitiveness thorough innovative algorithm development for video surveillance systems, 2008
- MERL Directors Award for contributions to product development of medical image based alignment technology for particle beam radiotherapy, 2008
- Most Popular Scientist Award from Popular Science Magazine, TR, for the contributions in smart camera systems, 2007
- Best Paper Prize – nomination (out of 900 papers), IEEE ICME 2007
- Best Paper Prize – nomination (out of 250 papers), IEEE AVSS 2009
- 5 and 10 years of High Achievement Awards by MERL 2005, 2010
- Top 0.005% in the National University Entrance Exam
- Ranked 32nd among 700,000 students
- Full scholarship for overseas doctorate study from National High Educational Council (Top 1%)
- Full scholarship for 5 years from the Board of Education of Bilkent University (Top 2.5%)
- Honorable mention at the Regional Peace Poems Awards
EDUCATION:
Ph.D. Electrical and Computer Engineering
(2002)
New York University – Poly, NY
Minors: 1.Mathematics, 2.Computer Science
Thesis: Automatic Video Object Segmentation. Advisor: Prof. Yao Wang (IEEE Fellow)
M.S. Electrical Engineering
(1996)
New York University – Poly, NY
Concentration: Signal Processing. Advisor: Prof. Yao Wang (IEEE Fellow)
University of Southern California, Los Angeles, CA
Enrolled in graduate program; transferred to Polytechnic University.
B.S. Electrical Engineering
(1992)
Bilkent University, Ankara, Turkey. Advisor Prof. Levent Onural (IEEE Fellow)
TEACHING:
- Research Assistant, Polytechnic University, NY (1999)
- Tutor, Polytechnic University, NY (1996)
- Teaching Assistant, Ankara University, TR (1993)
- Instructor, First Step Computer Center, Inc., TR (1987)
KEYNOTES:
- Vision application of structural learning through manifolds", IAPR S+SSPR Keynote, 2010
- Surveillance from a practical point of view", IEEE AVSS Panel, 2009
- Past and future of smart camera systems", IEEE DICTA Plenary, 2008
- Future generation detection and tracking systems", ISVC Keynote, 2007
Invited talks:
- Computer vision manifolds", University of Minnesota, IMA Invited Colloquium Speaker, 2011
- "Learning in non-linear spaces", Brown University, 2011
- "Video analytics", Siemens, 2010
- "Inference on manifolds", ECE Colloquium Series Boston University, 2010
- Is world made of manifolds?" The Ohio State University, 2009
- Future of surveillance systems", AVSS, Genoa, 2009
- Manifold learning", MIT, 2008
- Issues in video analytics & surveillance systems: research vs. applications", AVSS Panel, 2007
- Detection, classification and tracking in manifolds", Google, 2007
- Covariance matrix descriptors and their applications", Boston University, CS, 2006
- Object detection and tracking", University of Illinois-Chicago, 2006
- Combining detection and tracking", Sarnoff, 2005
- Advanced computer vision solutions for surveillance systems", Rutgers University, 2005
- How to learn backgrounds in challenging environments", EPFL, 2004
- Image processing tools for multi-camera systems", University of Maryland, 2003
- Video object segmentation using video-cubes", Carnegie-Mellon, 2003
ACADEMIC RESPONSIBILITIES:
Editor:
- Associate Editor, IEEE Signal Processing Magazine, 2011 to present (impact rate 6.0)
- Associate Editor, SIAM Imaging Sciences, 2011 to present (rank 2 / 236 in applied math)
- Associate Editor, EURASIP Journal of Image & Video Processing, 2011 to present
- Associate Editor, Journal of Machine Vision Applications, Springer, 2006 to present
- Associate Editor, Journal of Real-Time Image and Video Processing, Springer, 2004 to present
- Guest Editor, Journal of Machine Vision Applications, SI on Car Navigation Systems, 2011
- Guest Editor, EURASIP JIVP, SI on Video Tracking in Complex Scenes for Surveillance, 2008
- Guest Editor, Journal of Machine Vision Applications, SI on Dynamic Textures, 2009
- Co-editor, Springer Book on Video Analytics for Business Intelligence, C. Shan, F. Porikli, T. Xiang, S. Gong, 2011
Conference Organization:
- General Chair, IEEE Intl. Conference on Advanced Video & Signal Based Surveillance (AVSS), 2010
- Technical Program Chair, IEEE Workshop on Applications in Computer Vision (WACV), 2013
- Technical Program Chair, IEEE Intl. Conference on Advanced Video & Signal Based Surveillance (AVSS), 2012
- Area Chair, IEEE Conference on Computer Vision & Pattern Recognition (CVPR), 2009
- Area Chair, IAPR International Conference on Pattern Recognition (ICPR), 2010
- Program Chair, Visual Communications & Image Processing, 2004~2006
- Program Chair, SPIE Real-Time Imaging, 2003 to present
- Track Chair, IEEE International Conference on Multimedia & Expo (ICME) 2007, 2008
- Industrial Chair, IEEE International Conference on Computer Vision (ICCV), 2011
- Corporate Relations Chair, IEEE Conf. Computer Vision & Pattern Recognition (CVPR), 2012, 2013
- Special Tracks Chair, International Symposium on Visual Computing (ISVC), 2009, 2012
- Advisory Board, IAPR International Conference on Pattern Recognition (ICPR), 2010
- USA Liaison, IEEE Intelligent Vehicles Symposium (IV), 2009
- USA Liaison, Asian Conference on Pattern Recognition (ACPR), 2013
- Senior Member IEEE, member ACM, SPIE
Panelist Judge:
- National Science Foundation, NSF, Computer Vision, 2012
- National Science Foundation, NSF, Computer Vision, 2011
- National Science Foundation, NSF, Computer Vision, 2010
- National Science Foundation, NSF, Image Processing, 2008
Organizer:
- IEEE Change Detection Workshop (with CVPR 2012)
- ICPR Contest on People Tracking in Wide Baseline Camera Networks, ICPR 2012
- IEEE Workshop on Modeling, Simulation and Visual Analysis of Large Crowds 2011
- IEEE Online Learning for Computer Vision Workshop (with IEEE CVPR 2010)
- IEEE Online Learning for Computer Vision Workshop (with IEEE ICCV 2009)
- IEEE Online Learning for Classification Workshop (with IEEE CVPR 2008)
- IEEE Online Learning for Classification Workshop (with IEEE CVPR 2007)
- International Symposium of Visual Computing (ISVC) 2007, Algorithms for the Understanding of Dynamics in Complex and Cluttered Scenes
Session Chair (not updated any longer):
- IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 2006, Video Object Tracking Session
- IEEE International Conference on Image Processing (ICIP) 2006, Object Detection
- SPIE Real Time Imaging 2004-2008 Video Compression & Image Analysis Sessions
- IAPR Machine Vision Applications (MVA) 2005, Intelligent Transport Systems Session
- International Symposium of Visual Computing (ISVC) 2005, Autonomous Navigation
- IS&T Image & Video Communications Processing 2003, 2005, Video Scaling - Tracking
- IEEE International Conference on Image Processing (ICIP) 2003, Surveillance Video
- IEEE International Conference on Multimedia & Expo (ICME) 2002, 2003, 2005, Multimedia Analysis & Multi-Camera Systems Sessions
Program Committee:
- IEEE Conference Computer Vision and Pattern Recognition (CVPR) 2005~2012
- IEEE International Conference on Computer Vision (ICCV) 2005, 2007, 2009, 2011
- European Conference on Computer Vision (ECCV) 2006, 2008, 2010, 2012
- IEEE International Conference on Image Processing (ICIP) 2004, 2006~ 2008
- IEEE Conference on Intelligent Transportation Systems (ITS) 2006, 2007, 2008
- International Conference on Pattern Recognition (ICPR), 2008, 2012
- International Symposium of Visual Computing (ISVC) 2005~2012
- Computer Vision in Vehicle Technology, From Earth to Mars (CVVT), 2011
- IEEE Workshop on Applications of Computer Vision (WACV) 2006, 2008~2010
- IEEE Workshop on Performance Evaluation of Tracking Sys. (PETS) 2005~2008
- IEEE Advanced Video and Signal based Surveillance (AVSS) 2005~2009
- IEEE Workshop on Object Tracking & Class. Beyond Visible Spectrum (OTCBVS), 2006~2010
- IS&T Image and Video Communications and Processing (IVCP) 2003, 2005
- Visual Communications and Image Processing (VCIP) 2004, 2006, 2008, 2010
- International Workshop on Online Pattern Recognition and Machine Learning Techniques for Computer Vision Applications (OPRMLT) 2008
- IEEE Workshop on Motion and Video Computing (WMVC) 2008
- IEEE International Workshop on Mobile Multimedia Processing (WMMP) 2008
- IEEE Workshop on Multi-Camera and Multi-modal Sensor Fusion, (MCMMSF) (2008)
- IEEE Intelligent Vehicles Symposium (IVS) 2004
- IEEE Digital Image Computing: Techniques and Applications (DICTA) 2010
- IEEE Workshop on Video-Oriented Object and Event Classification, ICCV 2009
- IEEE International Workshop on Multimedia Signal Processing (WMSP) 2008
Journal Reviewer:
- IEEE Transactions on Pattern Analysis & Machine Intelligence, 2003~2012
- International Journal on Computer Vision (IJCV), 2012
- IEEE Computer Society Pattern Recognition Letters, 2005~ 2008, 2010
- IEEE Transactions on Image Processing 2003~ 2012
- IEEE Transactions on Circuits & Systems for Video Tech., 1997, 1998, 2000, 2002, 2003, 2006~2010
- ACM Multimedia 2002, 2004, 2006, ACM Computer Applications in Health Care, 2003~2007
Board of Trustees:
- Pioneer Charter School of Science, Everett, MA
- American Business Improvement & Development, Boston, MA (President 2009)
PUBLICATIONS:
- see 'publications' link on the navigation menu (left)
PATENT DISCLOSURES (50 Granted, 30+ Pending):
- F. Porikli, F. Li, "Tumor tracking in multi-view X-ray videos", 2012
- O. Tuzel, F. Porikli, C. Hedge, "Upscaling natural images", 2012
- F. Porikli, X. Shu, "Method for recovering low-rank matrices and subspaces from data in high-dimensional matrices", 2012
- F. Porikli, Y. Chi, "Multi-class classification method", 2012
- F. Porikli, N. Rao, "Learning dictionaries with clustered atoms", 2012
- F. Porikli, Y. Wang, "Method for image deblocking", 2012
- F. Porikli, R. Sundaresan, "Image filtering by sparse reconstruction on affinity net", 2012
- F. Porikli, "Method for encoding building images", pending, 2011
- F. Porikli, "Tumor tracking system and method for radiotherapy", pending, 2011
- F. Porikli, M. Hussein, "Segmentation of orthogonal slice and projection images" pending, 2011
- F. Porikli, H. Nguyen, "Method for representing objects with concentric ring signature descriptors for detecting 3D objects in range images", pending, 2011
- F. Porikli, H. Nguyen, "Method for 3D shape representation using classifiers", pending, 2010
- F. Porikli, A. Joshi, "Method for multi-class classifier by binary feedback", pending, 2010
- F. Porikli, "Method for radar target detection", pending, 2010
- F. Porikli, A. Joshi, "Method for scene adapting object detector", pending, 2010
- F. Porikli, P. Pan, "Method for regressed particle filter tracking", pending, 2009
- F. Porikli, A. Joshi, "Active learning method for multi-class classifiers", (8,140,450)
- F. Porikli, Z. Zhao, "Method for automatic tracker selection", pending, 2009
- R. Yim, S. Perli, F. Porikli, J. Zhang, "Method and system for coding information subject to motion blur", (20100327064)
- F. Porikli, M. Hussein, "Object detection method via boosted deformable features" pending, 2009
- R. Yim, S. Saito, F. Porikli, J. Zhang, "Method and system for coding digital information in lane markings using an optical sensor", (8,174,374)
- F. Porikli, "Method for filtering of images with bilateral filters and power images", (8,139,888)
- F. Porikli, "Method for filtering of images with bilateral filters and integral histograms", 8,081,836)
- F. Porikli, A. Ruta, "Method for recognizing traffic signs", (8,041,080)
- O. Tuzel, F. Porikli, "Apparatus for semi-supervised mean-shift", pending, 2009
- F. Porikli, T. Lee, "Method for respiration phase estimation", pending, 2008
- F. Porikli, P. Pan, "Regression method on Lie algebra for efficient sampling", pending, 2008
- F. Porikli, A. Joshi, "Method for multi-class active learning for classification", pending, 2008
- F. Porikli, R. Li, "Method for image segmentation with shape prior", pending, 2008
- F. Porikli, Q. Yuan, "Method for tracking soft tissue masses in images using directed graphs", (8,121,669)
- F. Porikli, O. Tuzel, "Method and system for detecting and tracking objects in images", (7,961,952)
- Z. Sahinoglu, F. Porikli, "Constructing an energy matrix of a radio signal", (7,916,778)
- F. Porikli, X. Mei, "Jointly registering images while tracking moving objects with moving cameras", (7,856,120)
- F. Porikli, T. Parag, "Method for adaptively boosting classifiers for object tracking", (7,840,061)
- F. Porikli, "Method for filtering images with bilateral filters", (7,835,586)
- F. Porikli, "Method for filtering data with arbitrary kernel filters", (7,826,676)
- F. Porikli, Y. Ivanov, "Method for detecting objects left-behind in a scene", (7,813,528)
- F. Porikli, "Method for generating distance maps using scan lines", (7,809,165)
- F. Porikli, T. Kocak, "Detecting objects in images with covariance matrices", (7,734,097)
- F. Porikli, O. Tuzel, "Method for classifying data using an analytic manifold", (7,724,961)
- F. Porikli, X. Mei, D. Brinkman, "Method for tracking objects in videos using forward and backward tracking (7,756,296)
- F. Porikli, O. Tuzel, "Method for constructing covariance matrices from data features", (7,720,289)
- F. Porikli, J. Katz, "Object segmentation using visible and infrared images", (7,693,331)
- F. Porikli, O. Tuzel, "Detecting moving objects in video by classifying on Riemannian manifolds", (7,899,253),
- F. Porikli, X. Mei, "Image registration using joint spatial gradient maximization", (7,680,303)
- F. Porikli, O. Tuzel, "Method for tracking objects in videos using covariance matrices", (7,620,204)
- F. Porikli, "Method for modeling cast shadows in videos", (7,574,043)
- F. Porikli, "Method of extracting and searching integral histograms of data samples",(7,454,058)
- F. Porikli, "Recovering a non-linear warping function from images", (7,483,572)
- O. Tuzel, F. Porikli, "Modeling low frame rate videos with Bayesian estimation", (7,466,842)
- F. Porikli, "Usual event detection in a video using object and frame features", (7,426,301)
- F. Porikli, O. Tuzel, "Tracking objects in low frame rate videos", (7,418,113)
- C Wren, F. Porikli, "Modeling scenes in videos using spectral similarity (7,415,164)
- F. Porikli, X. Li, "Traffic event detection in compressed videos", (7,403,664)
- J. Shao, F. Porikli, "Subspace projection based non-rigid object tracking with particle filters", (7,376,246)
- F. Porikli, J. Shao, "Detecting roads in images using feature-based classifiers", (7,359,555)
- F. Porikli, "Foreground detection using intrinsic images", (7,359,552)
- F. Porikli, "Hidden Markov model based object tracking and similarity metrics", (7,263,472)
- F. Porikli, "Image segmentation by base point selection and wavefront propagation", (7,349,573)
- F. Porikli, "Method for determining similarities between data sequences using cross-correlation matrices and deformation functions", (7,328,111)
- F. Porikli, O. Tuzel, D. Brinkman "Adaptive background image updating", (7,224,735)
- Z. Sahinoglu, F. Porikli, F. Matsubara, J. Cukier "Method and system for assigning circuits to a new service request in a communications networks", (7,209,438)
- F. Porikli, H. Sun, A. Divakaran, "Method for segmenting 3D objects from compressed videos", (7,142,602)
- F. Porikli, "Image simplification using a reconstruction filter", (7,103,229)
- F. Porikli, H. Sun, "Method and apparatus for decoding a video bitstreams to reduced spatial resolutions", (7,006,572)
- F. Porikli, Z. Sahinoglu, "Method and system for minimizing error in bandwidth allocation with an optimal number of renegotiations", (7,027,403)
- F. Porikli, "Identifying moving objects in a video using volume growing and change detection masks", (6,904,159)
- F. Porikli, "Method for determining compactness ratios of multiple data and signal sets", (6,885,765)
- F. Porikli, "A method for adaptive threshold assignment using color vector clustering", 2002
- F. Porikli, Y. Wang, "Method for segmenting multi-resolution video objects", (6,859,554)
- P. Keaton, Q. Jiang, F. Porikli, "Digital image edge detection and road network tracking method and system", 7,636,455 – however, originally disclosed as: F. Porikli, T. Keaton, "Method for accurate edge orientation detection from color and multi-channel imagery by using line-to-vector transform", (20030223615)
- F. Porikli, Y. Wang, C. Swain, disclosed as "Adaptive stripe based patch matching", 1998 (this is my first patent app I wrote yet it was lost under the wheels when AT&T split in around those years)
FUN:
- US Citizen
- Skiing, electronic music, ancient history
- C++, C, MATLAB, CUDA, Turbo Pascal, Assembly, OpenCV, OpenGL, DirectX
- 2006 Person of the Year: co-recipient (with 6 billion others, including you!) of Time magazine's Person of the Year Award :-)