Degree in Computer Science Engineering (106/110), received on September 25, 2001 at Università degli studi Lecce (Italy)

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1 Pier Luigi Mazzeo Scholastic experiences: Degree in Computer Science Engineering (106/110), received on September 25, 2001 at Università degli studi Lecce (Italy) Qualification to exercise engineer profession received on 2002, II session Graduation (60/60) at the technical high school A. Meucci of Casarano (LE-Italy) received on July 1993 Job experiences: November 2007 Today Researcher contract at Institute of Studies on Intelligent Systems for Automation of the Italian National Research Council (CNR). I have studied and developed with my research group a system which aims at monitoring soccer events that take place in the penalt y area or in its neighbourhood[23]. The system provides the possibility to visually inspect in real time relevant events such as: A) Penalty award; B) Player Position during penalty kick; C) GoalKeeper Position during penalty kick; D) Player posture monitoring in the penalty area. I had Co-organised Technical Seminar: Intelligent machine vision to support human activities with the IEEE Queen Mary University of London Student Branch at Electronic Engineering Building Queen Mary, University of London, UK. I am external consultant for : 1. Open Source Software Testing 2. Web services designing 3. web services developing 4. Electronic Document Managing Systems 5. ICT designing and developing 1

2 In October 2007 I have been as academic visitor at Electronic Engineering of Queen Mary University of London. I have studied and developed new multi-view tracking technique with the Andrea Cavallaro research Group. January October 2007 Automation (ISSIA) of the Italian National Research Council (CNR) on System for real time people tracking in sport event (soccer ). In particular I have developed with my team a system which can detect the offiside in soccer matches. Furthermore a real time goal line monitoring system has been realized in collaboration with FIGC (Italian Soccer Federation). Furthermore I have cooperated for The goal line monitoring system. The main aim of the systems is to solve the problem of detecting Goal/NoGoal events during soccer matches and to provide a signal to the referee who retains the power to take the final decision on the occurred events[14][15][16][17][20][21] Keywords: Background subtraction, people tracking, Classification Real time Systems. Project Website: January 2005 December 2005 Automation (ISSIA) of the Italian National Research Council (CNR) on System for real time smart surveillance for monitoring of forbidden areas and detection of abandoned or removed objects. It has been realized a system for monitoring public areas and detect critical situations like unattended luggage: a person carrying luggage leaves it and moves away. Also the systems generates an alarm if a person is present in forbidden areas. Keywords: Background subtraction, people tracking real time systems. January December 2004 Automation (ISSIA) of the Italian National Research Council (CNR) on System for real-time defect detection in railway maintenance using image processing In collaboration with the University of Bari we have provided a real time system which detect the fastening bolts in railway infrastructure (called VISyR); 2

3 VISyR Visual Inspection System for Railway maintenance acquires images of the rail by means of a DALSA PIRANHA 2 line scan camera having 1024 pixels of resolution (maximum line rate of 67 kline/s) and using the Cameralink protocol. Furthermore, it is provided with a PC-CAMLINK frame grabber (Imaging Technology CORECO). A long video sequence captured by the acquisition system is fed into Prediction Algorithm Block (PAB). Moreover, PAB receives a feedback from the Bolt Detection Block, as well as the coordinates of the railways geometry by the Rail Detection & Tracking Block. PAB exploits this knowledge for extracting 24x100 pixel windows where the presence of a bolt is expected. These windows are provided to the 2-D DWT Preprocessing Block (DWTPB). DWTPB reduces these windows to two sets of 150 coefficients (features) resulting respectively from a Daubechies DWT and a Haar DWT. The features are therefore provided respectively to the Daubechies Classifier and to the Haar Classifier. The output from DC and HC are combined in a logical AND in order to produce the final response of the classification. This cross validated response avoids (practically-at-all) false positive, and reveals the presence/absence of the fastening bolts with an accuracy of 99.6% in detecting visible bolts and of 95% in detecting missing bolts [1][2][3][19][20]. Keyword: wavelet transform, MultiLayerPerceptron Network (MLPN), Feature Extraction Classification, Visual Inspection System Project Website: January 2002 December 2002 Automation (ISSIA) of the Italian National Research Council (CNR) on Patterns for computer vision and realization of systems for the analysis and the classification of vegetable and cheese products Thesis: Thesis in Computer Vision Fields in collaboration Institute of studies on Intelligent System for automation (ISSIA-CNR) Title: Neural approach for automatic recognition of the fastening bolts in Railway Maintenance Computer skills: Operative systems: Windows 95/97/98/Me/2000/NT/XP Ms-Dos, Unix, Linux Programs: 3

4 Microsoft Office Photoeditor Paint Shop Pro PhotoShop P-Spice Matrox Inspector Programming languages: C, C++, Visual C++ (Very strong) Ms Visual Basic Matlab (Very Strong) Developer 2000 Turbo Pascal HTML VBScript ASP Framework.NET Internet Protocol Suite IP TCP/UDP FTP Telnet http mobile IP IEEE 802. Database Ms Access Oracle DB IV PostgreSQL MySQL Language skills: Very good knowledge of spoken and written English language practiced in Florida USA for an Advanced American English course and a Work Experience in a IT Enterprise (8 weeks ACCET Certification). Other informations: Actual salary is 1700 euros a month Available to transfer in Italy and abroad 4

5 Possessor of driver s licence type B (car) Registered in the employment list since 1998 Hobbies: reading, travelling, football, tennis, swimming, listen to music International Program Committee Partecipation Since 2004 I am a member of IASTED VIIP Visualization, Imaging and Image Processing International Program Committee. Scientific publications: [1] P.L. Mazzeo, M. Nitti, E. Stella, A. Distante, Visual recognition of fastening bolts for railroad maintenance Pattern Recognition Letters 25 (Elsevier) 2004, pp IJ [2] P.L. Mazzeo, E. Stella, M. Nitti, A. Distante, Visual Recognition of fastening bolt in Railway maintenance context by using wavelet Transform (ICGST International Journal on Graphics, Vision and Image Processing- Special Issue on wavelets, 2005, pp May SI 1 ) IJ [3]F.Marino, A. Distante, P.L. Mazzeo, E. Stella A real time visual inspection system for Railway Maintenance: automatic hexagonal headed bolts detection, IEEE Transaction on system man Cybernetics Part C vol. 37 no. 3 pp , IJ [4] P.L. Mazzeo, M.Nitti, E.Stella, A.Distante, Visual recognition of noisy fastening bolts using neural networks and wavelet transform, IASTED 4th VIIP Conference, 2004, Marbella pp IC [5] M. Nitti, P.L. Mazzeo, E. Stella, A. Distante, Real-time position estimation of overhead line in railway application, Computers in Railways IX COMPRAIL 2004 IC [6] M.Leo, P. Spagnolo, T. D Orazio, P.L. Mazzeo, A. Distante, Real time smart surveillance using motion analysis, VISAPP 2007 International conference on computer vision theory and applications, 2007, Barcellona, pp IC [7] P.L. Mazzeo, M. Nitti, E. Stella, A. Distante, Potential Dangerous Object detection on railway ballast context using digital image processing, Computers in Railways X COMPRAIL 2006, Praga pp IC [8] E. Stella, P.L. Mazzeo, M.Nitti, G.Cicirelli, A.Distante, T.D Orazio Visual Recognition of Missing Fastening Elements for Railroad Maintenance, Proceedings of the IEEE 5th ITSC,2002, Singapore IC [9] P.L. Mazzeo, M.Nitti, E. Stella, N. Ancona, A.Distante,, An automatic inspection system for the hexagonal headed bolts detection in railway maintenance, Proceedings of the IEEE 7th ITSC,2004, Washington pp IC 5

6 [10] P.L. Mazzeo, N. Ancona, E. Stella, A. Distante, Visual Recognition of hexagonal headed bolts by comparing ICA to wavelets, Proceedings of the 2003 IEEE International Symposium on Intelligent Control, Houston, pp IC [11] G. De Ruvo, P. De Ruvo, F. Marino, G. Mastronardi, P.L. Mazzeo, A FPGA-Based Architecture for Automatic Hexagonal Bolts detection in railway maintenance, Proceedings of the 7th IEEE International Workshop on Computer Architecture for Machine Perception, 2005, Palermo pp IC [12] P.L. Mazzeo, E. Stella, N. Ancona, A. Distante, Visual detection of hexagonal headed bolts using method of frames and matching pursuit, Iberian Conference on Pattern recognition and Image Analysis 2005, Estoril LNCS 3522 pp IC [13] P.L. Mazzeo, N.Ancona, E.Stella, A.Distante, Fastening Bolts Recognition in Railway Images by Independent Component Analysis, IASTED 3rdVIIP Conference, 2003, Benalmadena pp IC [14] T. D orazio, M.Leo, P.Spagnolo, P.L. Mazzeo, N. Mosca, M. Nitti, A visual tracking algorithm for real time people detection, IEEE WIAMIS 2007 [15] P. Spagnolo, P.L. Mazzeo, M.Leo, T.D Orazio, Unsupervised Algorithms for Segmentation and Clustering Applied to Soccer Players Classification, sottomesso a International Conference on Signal Processing and Multimedia Application - SIGMAP 2007, luglio, Barcellona IC [16] T.D'Orazio,M.Leo, P.Spagnolo, P.L.Mazzeo, N.Mosca, M.Nitti, A.Distante, A Visual System for Offside Detection during Soccer Matches (submitted a IEEE Transaction on MultiMedia) - IJ. [17] P.L.Mazzeo, P.Spagnolo, A.Distante People Detection And Tracking Algorithm In Soccer Application (IASTED Intelligent System and Control Conference, 2007, Cambridge(USA)) IC. [18] M. Leo, P. Spagnolo, P.L. Mazzeo, T. D Orazio, N. Mosca, A Smart Surveillance System for Indoor Environments (International Conference On PRIA, 2007, Yoshkar- Ola, Russian Federation) - IC. - IJ = International Journal - IC = International Conference Patents: [19]Distante, F. Marino, P.L. Mazzeo, M. Nitti, E. Stella, Metodo e Sistema Automatico di ispezione visuale di una infrastruttura, Italian Patent registered at n. RM 2005 A in data 30 Maggio

7 [20]Distante, F. Marino, P.L. Mazzeo, M. Nitti, E. Stella, Automatic method and system for infrastructure visual inspection, International PCT/IB2006/ IPN WO 2007/ WIPO del 25 Gennaio [21]P.L. Mazzeo, L. Capozzo, A.Distante, T.D Orazio, M.Ianigro, M.Leo, N. Mosca, M.Nitti, P.Spagnolo, E.Stella, Metodo e sistema per la rilevazione automatica di eventi in ambito sportivo. Italian Patent registered at n. RM 2006 A in data [22]P.L. Mazzeo, L. Capozzo, A.Distante, T.D Orazio, M.Ianigro, M.Leo, N. Mosca, M.Nitti, P.Spagnolo, E.Stella, Method and system for the automatic detection of events in sport fields, PCT/IB2007/ IPN WO 2007/ del 07 Settembre [23] P.L. Mazzeo, L. Capozzo, A.Distante, T.D'Orazio, M.Ianigro, M.Leo, N. Mosca, M.Nitti, P.Spagnolo, E.Stella Metodo e sistema per la rilevazione e l'interpretazione di eventi complessi in un'area delimitata. Italian Patent registered at n. RM 2007 A in data 3 Ottobre My Research Areas: Image analysis and processing: feature extraction, feature matching Strong knowledge in machine learning application. Neural network and Support Vector Machine. Bayesan Belief Network. People tracking in open aerea Mobile camera positioning in open area. Develop of people tracking algorithm. Camera calibration DSP and FPGA (Field Programmable Gate Array). Industrial quality inspection application I authorize the use of the provided information in accordance to the Italian Privacy Protection Law I grant permission for my personal information to be used, ref. law 196/2003" 7

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