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Articles

2016

  1. García, J.; Martinel, N.; Gardel, A.; Bravo, I.; Foresti, G. L. and Micheloni, C. Modeling feature distances by orientation driven classifiers for person re-identification. In Journal of Visual Communication and Image Representation, 38 (7): 115-129, 2016.BibTex
  2. Martinel, N.; Micheloni, C and Foresti, G.L. A pool of multiple person re-identification experts. In Pattern Recognition Letters, 71 (1): 23-30, 2016.BibTex
  3. Martinel, N; Piciarelli., C. and Micheloni, C. Supervised extream learning committee for food recognition. In Computer Vision and Image Understanding, 2016.BibTex
    @Article{, Title = {Supervised extream learning committee for food recognition}, Author = {N Martinel and C. Piciarelli. and C. Micheloni}, Journal = {Computer Vision and Image Understanding}, Year = {2016}, Owner = {mike}, Timestamp = {2016.03.24}

2015

  1. Martinel, M.; Das, A.; Micheloni, C. and Roy-Chowdhury, A. Re-Identification in the Function Space of Feature Warps. In IEEE Transactions on Pattern Analysis and Machine Intelligence: 1-1, 2015.   doi.. BibTex
  2. Martinel, N. and Micheloni, C. Classification of Local Eigen-Dissimilarities for Person Re-Identification. In Signal Processing Letters, IEEE, 22 (4): 455-459, 2015.BibTex
  3. Martinel, N.; Micheloni, C. and Foresti, G.L Kernelized Saliency-based Person Re-Identification through Multiple Metric Learning. In IEEE Transactions on Image Processing, 24 (12): 5645-5658, 2015.  BibTex
  4. Roy-Chowdhury, A.K.; Kankanhalli, M.; Konrad, J.; Micheloni, C. and Varshney, P. Introduction to the Issue on Signal Processing for Situational Awareness From Networked Sensors and Social Media. In IEEE Journal of Selected Topics in Signal Processing, 9 (2): 201-203, 2015.BibTex

2014

  1. Martinel, N. and Micheloni, C. Person re-identification by modelling principal component analysis coefficients of image dissimilarities. In Electronic Letters, 50 (14): 1000-1001, 2014.BibTex
  2. Martinel, , N. and Micheloni, , C. Classification of Local Eigen-Dissimilarities for Person Re-Identification. In IEEE Signal Processing Letters, 2014.  BibTex
  3. Martinel, N.; Micheloni, C.; Piciarelli, C. and Foresti, G.L. Camera Selection for Adaptive Human-Computer Interface. In IEEE Transactions of SMC Systems, 44 (5): 653-664, 2014.  BibTex
  4. SanMiguel, J.C.; Micheloni, C.; Shoop, K.; Foresti, G.L. and Cavallaro, A. Self-reconfigurable smart camera networks. In IEEE Computer, 47 (5): 26-32, 2014.  BibTex

2013

  1. Martinel, N.; Micheloni, C. and Foresti, G.L. Robust Painting Recognition and Registration for Mobile Augmented Reality. In Signal Processing Letters, 20 (11): 1022-1025, 2013.  BibTex
  2. Piciarelli, C.; Micheloni, C. and Foresti, G.L. Kernel-Based clustering. In Electronic Letters, 49 (2): 113-114, 2013.BibTex
  3. Rani, A.; Kumar, S.; Micheloni, C. and Foresti, G.L. Incorporating linear discriminant analysis in neural tree for multidimensional splitting. In Applied Soft Computing, 13 (10): 4219-4228, 2013.  BibTex

2012

  1. Kumar, S.; Rani, A.; Micheloni, C. and Foresti, G.L. Application of balanced neural tree for classifying tentative matches in stereo vision. In Optical Engineering, 41 (8), 2012.BibTex
  2. Micheloni, C.; Rani, A.; Kumar, S. and Foresti, G.L. A balanced neural tree for pattern classification. In Neural Networks, 27: 81-90, 2012. doi.. BibTex

2011

  1. Dieber, B.; Micheloni, C. and Rinner, B. Resource-Aware Coverage and Task Assignment in Visual Sensor Networks. In IEEE Transactions on Circuits and Systems for Video Technology, 21 (10): 1424-1437, 2011.  BibTex

2010

  1. Kumar, S.; Micheloni, C.; Piciarelli, C. and Foresti, G.L. Stereo rectification of uncalibrated and heterogeneous images. In Pattern Recognition Letters, 31 (11): 1445-1452, 2010.  BibTex
  2. Micheloni, C.; Remagnino, P.; Eng, H.L. and Geng, J. Introduction to Intelligent Monitoring of Complex Environments. In IEEE Intelligent Systems, 25 (3): 12-14, 2010.BibTex
  3. Micheloni, C.; Rinner, B. and Foresti, G.L. Video Analysis in Pan-Tilt-Zoom Camera Networks. In IEEE Signal Processing Magazine, 27 (5): 78-90, 2010.  BibTex

2009

  1. Foresti, G.L.; Micheloni, C.; Piciarelli, C. and Snidaro, L. Visual Sensor Technology for Advanced Surveillance Systems: Historical View, Technological Aspects and Research Activities in Italy. In Sensors, 9 (4): 2252-2270, 2009.BibTex
  2. Micheloni, C.; Canazza, S. and Foresti, G.L. Audio-video biometric recognition for non-collaborative access granting. In Iournal of Visual Languages and Computing, 20 (6): 353-367, 2009.  BibTex
  3. Micheloni, C. and Foresti, G.L. Active Tuning of Intrinsic Camera Parameters. In IEEE Transactions on Automation Science and Engineering, 6 (4): 770-780, 2009.  BibTex
  4. Micheloni, C.; Snidaro, L. and Foresti, G.L. Exploiting temporal statistics for events analysis and understanding. In Image and Vision Comuting, 27 (10): 1459-1469, 2009.  BibTex

2008

  1. Micheloni, C.; Lestuzzi, M. and Foresti, G.L. Adaptive video communication for an intelligent distributed system: Tuning sensors parameters for surveillance purposes. In Machine Vision and Applications, 19 (5-6): 1432-1769, 2008.  BibTex
  2. Piciarelli, C.; Micheloni, C. and Foresti, G.L. Trajectory-based anomalous event detection. In IEEE Transactions on Circuits and Systems for Video Technology, 18 (11): 1544-1554, 2008.  BibTex

2007

  1. Micheloni, C.; Foresti, G.L.; Piciarelli, C. and Cinque, L. An Autonomous Vehicle for Video Surveillance of Indoor Environments. In IEEE Transactions on Vehicular Technologies, 56 (2): 487-498, 2007.  BibTex

2006

  1. Micheloni, C. and Foresti, G.L. Real Time Image Processing for Active Monitoring of Wide Areas". In Journal of Visual Communication and Image Representation, 17 (3): 589-604, 2006.  BibTex
  2. Micheloni, C.; Piciarelli, C. and Foresti, G.L. How a Visual Surveillance System Hypothesizes How You Behave. In Behaviours Research Methods, 38 (3): 447-455, 2006.BibTex

2005

  1. Foresti, G.L.; Micheloni, C. and Piciarelli, C. Detecting Moving People in Video Streams. In Pattern Recognition Letters, 26 (15): 2232-2243, 2005.BibTex
  2. Foresti, G.L.; Micheloni, C.; Snidaro, L.; Remagnino, P. and Ellis, T. Active Video-Based Surveillance Systems. In IEEE Signal Processing Magazine, 22 (2): 25-37, 2005.BibTex
  3. Micheloni, C.; Foresti, G.L. and Snidaro, L. A Network of Cooperative Cameras for Visual-Surveillance. In IEE Visual, Image & Signal Processing, 152 (2): 205-212, 2005.BibTex
  4. Snidaro, L.; Micheloni, C. and Chiavedale, C. Video Security for Ambient Intelligence. In IEEE Transaction on System, Man and Cybernetics - Part A, 35 (2): 133-144, 2005.BibTex

2004

  1. Snidaro, L. and Micheloni, C. People Detection and Tracking for Intelligent Buildings. In Intelligenza Artificiale, 1 (1): 6-10, 2004.BibTex

2003

  1. Foresti, G.L.; Micheloni, C. and Snidaro, L. Advanced Visual-Based Traffic Monitoring systems for Increasing Safety in Road Transportation. In Advances in Transportation Studies An International Journal, 1 (1): 22-47, 2003.BibTex
  2. Foresti, G.L. and Micheloni, C. A Robust Feature Tracker for Active Surveillance of Outdoor Scenes. In Electronic Letters on Computer Vision and Image Analysis, 1 (1): 21-36, 2003.  BibTex

2002

  1. Foresti, G.L. and Micheloni, C. Generalized Neural Trees for Pattern Recognition. In IEEE Transaction on Neural Networks, 13 (6): 1540-1547, 2002.  BibTex

Book chapters

2014

  1. Martinel, N.; Prati, A. and .Micheloni, Distributed Embedded Smart Cameras. In Distributed Embedded Smart Cameras, pages 93-120, Springer New York, 2014.BibTex

2013

  1. Kumar, S.; Micheloni, C. and Raman, B. Intelligent Multimedia Surveillance.BibTex

2012

  1. Piciarelli, C.; Canazza, S.; Micheloni, C. and Foresti, G.L. Handbook on soft computing for videosurveillance.BibTex

2009

  1. Kumar, S.; Micheloni, C. and Foresti, G.L. Smart Cameras.BibTex

2006

  1. Foresti, G.L.; Micheloni, C.; Snidaro, L. and Remagnino, P. Ambient Intelligence : A Novel Paradigm.BibTex

2005

  1. Foresti, G.L.; Micheloni, C.; Snidaro, L. and Piciarelli, C. Intelligent Distributed Video Surveillance Systems.BibTex

Collections

2014

  1. Micheloni, , C. and Foresti, , G. Situation Graph Trees. In Computer Vision, pages 741-744, Springer US, 2014.BibTex

In Proceedings

2014

  1. Akhtar, Z.; Micheloni, C. and Foresti, G.L. Liveness Detection for Biometric Authentication in Mobile Applications. In 48th IEEE International Carnahan Conference on Security Technology, Rome, 2014.BibTex
  2. Akhtar, Z.; Micheloni, C.; Piciarelli, C. and Foresti, G.L. MoBio_LivDet: Mobile Biometric Liveness Detection. In 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Seul. Korea, 2014.BibTex
  3. Akthar, Z.; Martinel, N.; Micheloni, C. and Foresti, G.L. Mobile Re-Identification Based on Local Features Analysis. In 8th ACM/IEEE International Conference on Distributed Smart Cameras, Venice, Italy, 2014.BibTex
  4. Garcia, , J.; Martinel, , N.; Foresti, , G. L.; Gardel, , A. and Micheloni, , C. Person Orientation and Feature Distances Boost Re-Identification. In International Conference on Pattern Recognition, 2014.BibTex
  5. Martinel, N. and Micheloni, C. Sparse Based Matching of Random Patches for Person Re-Identification. In 8th ACM/IEEE International Conference on Distributed Smart Cameras, Venice -Italy, 2014.BibTex
  6. Martinel, , N.; Micheloni, , C. and Foresti, , G. L. Saliency Weighted Features for Person Re-Identification. In IEEE European Conference on Computer Vision, Workshops and Demonstrations, pages 1-17, 2014.BibTex

2013

  1. Martinel, N.; Micheloni, C. and Piciarelli, C. Learning Pairwise Feature Dissimilarities for Person Re-Identification. In International Conference on Distributed Smart Cameras, 2013.  BibTex
  2. Piciarelli, C.; Micheloni, C.; Martinel, N.; Vernier, M. and Foresti, G.L. Outdoor Environment Monitoring with Unmanned Aerial Vehicles. In International Conference on Image Analysis and Processing, pages 279-289, 2013.BibTex
  3. Vernier, M.; Martinel, N.; Micheloni, C. and Foresti, G. L. Remote Feature Learning for Mobile Re-Identification. In International Conference on Distributed Smart Cameras, 2013.BibTex

2012

  1. Martinel, N. and Micheloni, C. Re-identify people in wide area camera network. In IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), pages 31-36, Providence RI, 2012.BibTex
  2. Martinel, N.; Micheloni, C. and Piciarelli, C. Distributed Signature Fusion for Person Re-Identification. In International Conference on Distributed Smart Cameras, Hong Kong, 2012.  BibTex

2011

  1. Kumar, S.; Rhani, A.; Micheloni, c. and Foresti, G.L. Supervised Learning Based Stereo Matching using Neural Tree. In International Conference on Image Analysis, Ravenna, 2011.BibTex
  2. Martinel, N. and Micheloni, C. Pre-Emptive camera activation for Video Surveillance HCI. In International Conference on Image Analysis, Ravenna, IT, 2011.  BibTex
  3. Micheloni, C.; Piciarelli, C. and Foresti, G.L. Multi-Sensor Awareness for Protection and Security. In Future Security Security Research Conference, Berlin, GE, 2011.  BibTex
  4. Piciarelli, C.; .Micheloni, and Piciarelli, C. Automatic reconfiguration of video sensor networks for optimal 3D coverage. In International Conference on Distributed Smart Cameras, Ghent, BE, 2011.  BibTex
  5. Roda, A. and Micheloni, C. Tracking sound sources by means of HMM. In 8th IEEE Internationcal Conference on Advanced Video and Signal-Based Surveillance, pages 1-6, Klagenfurt AUT, 2011.  BibTex

2010

  1. Piciarelli, C.; Micheloni, C. and Foresti, G.L. Occlusion-aware multiple camera reconfiguration. In ACM/IEEE International Conference on Distributed Smart Cameras, pages 1-7, Atlanta, GA, U.S.A., 2010.  BibTex
  2. Rani, A.; Kumar, S.; Micheloni, C. and Foresti, G.L. Human Action Recognition using a Hybrid NTLD Classifier. In 7th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Boston, MA, USA, 2010.BibTex

2009

  1. Kumar, S.; Micheloni, C. and Piciarelli, C. Stereo localization using dual PTZ cameras. In International Conference on Computer Analysis of Images and Patterns, pages 1061-1069, Munster, GE, 2009.  BibTex
  2. Kumar, S.; Micheloni, C.; Piciarelli, C. and Foresti, G. L. Stereo localization based on network uncalibrated camera pairs. In 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, Genova,IT, 2009.BibTex
  3. Dammavalam, S.; Piciarelli, C.; Micheloni, C. and Foresti, G.L. Shadow removal in outdoor video sequence by automatic thresholding of division images. In International Conference on Image Analysis and Processing, pages 190-198, Salerno, IT, 2009.BibTex
  4. Micheloni, C.; Sangineto, E.; Cinque, L. and Foresti, G.L. Improved Statistical Techniques for Multi-part Face Detection and Recognition. In Scandinavian Conference on Image Analysis, pages 331-340, Oslo, NO, 2009.BibTex
  5. Piciarelli, C.; Kumar, S.; Micheloni, C. and Foresti, G.L. Event recognition with PTZ Cameras. In IEE International Conference on Imaging for Crime Detection and Prevention, London, UK, 2009.BibTex
  6. Piciarelli, C.; Micheloni, C. and Foresti, G.L. PTZ Camera Network Reconfiguration. In ACM/IEEE International Conference on Distributed Smart Cameras, pages 1-7, Como,IT, 2009.  BibTex
  7. Rhani, A.; Micheloni, C. and Foresti, G.L. Balancing Neural Trees to Improve Classification Performance. In WASET International Conference on Neural Networks, pages 394-398, Oslo, NO, 2009.BibTex

2008

  1. Becher, C.; Foresti, G.L.; Kaul, P.; Koch, W.; Lorenz, F.P.; Lubczyk, D.; Micheloni, C.; Piciarelli, C.; Safenreiter, K.; Siering, C.; Varela, M.; Waldvogel, S.R. and Wieneke, M. A Security Assistance System Combining Person Tracking with Chemical Attributes and Video Event Analysis. In International Conference on Information Fusion, pages 1-8, Koln, GE, 2008.BibTex
  2. Piciarelli, C.; Micheloni, C. and Foresti, G.L. Support Vector Machines for Robust Trajectory Clustering. In IEEE International Conference on Image Processing, pages 2540-2543, San Diego CA, USA, 2008.BibTex
  3. Piciarelli, C.; Micheloni, C. and Foresti, G.L. Anomalous Trajectory Patterns Detection. In IAPR International Conference on Pattern Recognition, pages 1-4, Tampa Fl, USA, 2008.BibTex
  4. Piciarelli, C.; Micheloni, C. and Foresti, G.L. Kernel-based unsupervised trajectory clusters discovery. In IEEE European Conference on Computer Vision, Visual Surveillance Workshop, Marseille, FR, 2008.BibTex

2007

  1. Visentini, I.; Micheloni, C. and Foresti, G.L. Reactive Learning Strategy for AsymBoost Based Face Detectors. In International Conference on Image Analysis and Processing, pages 357-362, Modena, IT, 2007.BibTex
  2. Visentini, I.; Micheloni, C. and Foresti, G.L. Tuning AsymBoost Cascades Improves Face Detection. In IEEE International Conference on Image Processing, pages 447-480, San Antonio TX, USA, 2007.BibTex

2006

  1. Micheloni, C. and Foresti, G.L. Focusing on Target's Features while Tracking. In IAPR International Conference on Pattern Recognition, pages 836-839, Hong-Kong, 2006.BibTex
  2. Micheloni, C.; Snidaro, L. and Foresti, G.L. Statistical Event Analysis for Video Surveillance. In IEEE European Conference on Computer Vision, Visual Surveillance Workshop, pages 1-8, Gras, AUT, 2006.BibTex
  3. Micheloni, C.; Snidaro, L.; Visentini, I. and Foresti, G.L. Sensor Bandwidth Assignment through Video Annotation. In IEEE International Conference on Advanced Video and Signal based Surveillance, Sidney, AUS, 2006.BibTex

2005

  1. Foresti, G.L.; Micheloni, C.; Piciarelli, C. and Snidaro, L. A multi-sensor surveillance system for the detection of anomalous behaviours. In 5th International Conference on Methods and Techniques in Behavioral Research, Wageningen,NL, 2005.BibTex
  2. Foresti, G.L.; Micheloni, C. and Salvador, E. Real-Time Object Detection and Tracking for Road Traffic Monitoring. In Associazione italiana per l'informatica ed il calcolo distribuito, 2005.BibTex
  3. Micheloni, C. and Foresti, G.L. Zoom on Target While Tracking. In IEEE International Conference on Image Processing, pages 117-120, Genova, 2005.BibTex
  4. Micheloni, C.; Salvador, E.; Bigaran, F. and Foresti, G.L. An Integrated Surveillance System for Outdoor Security. In IEEE International Conference on Advanced Video and Signal based Surveillance, pages 480-485, Como, Italy, 2005.BibTex
  5. Piciarelli, C.; .Micheloni, and Foresti, G.L. An Autonomous Surveillance Vehicle for People Tracking. In 13th International Conference on Image Analysis and Processing, pages 1140-1147, Cagliari, IT, 2005.BibTex
  6. Snidaro, L.; Micheloni, C. and Foresti, G.L. Ontology-based Intelligent Environments. In 9th Congress of the Italian Association for Artificial Intelligence, Workshop on Ambient Intelligence, 2005.BibTex

2004

  1. Foresti, G.L.; Micheloni, C. and Snidaro, L. Event classification for automatic visual-based surveillance of parking lots. In IEEE International Conference on Pattern Recognition, pages 314-317, Cambridge, UK, 2004.BibTex
  2. Micheloni, C. and Foresti, G.L. Image Acquisition Enhancement for Active Video Surveillance. In IAPR International Conference on Pattern Recognition, pages 271-275, Cambridge, UK, 2004.BibTex
  3. Micheloni, C.; Foresti, G.L. and Alberti, F. A New Feature Clustering Method for Object Detection with an Active Camera. In IEEE International Conference on Image Processing, pages 271-275, Singapore, 2004.BibTex
  4. Rossi, P.G.; Macoratti, M.; Foresti, G.L. and Micheloni, C. STI : Sistema per la Teledidattica Interattiva. In Didamatica, 2004.BibTex

2003

  1. Micheloni, C. and Foresti, G.L. Fast Good Features Selection for Wide Area Monitoring. In IEEE International Conference on Advanced Video and Signal Based Surveillance, pages 271-276, Miami, FL, 2003.BibTex
  2. Micheloni, C.; Foresti, G.L. and Snidaro, L. A Cooperative Multicamera System for Videosurveillance of Parking Lots. In IEE Intelligent Distributed Surveillance Systems, pages 5/1-5/5, London, UK, 2003.BibTex
  3. Foresti, G.L.; .Micheloni, and Snidaro, L. A Robust Face Detection System For Real Environments. In IEEE International Conference on Image Processing, pages 897-900, Barcellona, SP, 2003.BibTex
  4. Foresti, G.L.; .Micheloni,; Snidaro, L. and Marchiol, C. Face Detection for Visual Surveillance. In 12th International Conference on Image Analysis and Processing, Mantova, 2003.BibTex
  5. Snidaro, L.; Micheloni, C. and Foresti, G.L. Automatic people detection and counting for intelligent buildings. In 8 th Conference of the Italian Association for Artificial Intelligence, pages 26-33, Pisa, 2003.BibTex

2002

  1. Foresti, G.L. and Micheloni, C. Real-Time Video Surveillance by an Active Camera. In Ottavo Convegno Associazione Italiana Intelligenza Artificiale (AI*IA) - Workshop sulla Percezione e Visione nelle Macchine, 2002.  BibTex
  2. Foresti, G.L.; Micheloni, C. and Snidaro, L. Adaptive High Order Neural Trees for Pattern Recognition. In IAPR International Conference on Pattern Recognition, Quebec City, CA, 2002.BibTex

Technical Reports

2014

  1. Kumar, S. and Micheloni, C. Dual PTZ Stereo Rectification for Target Localization and Depth Map Computation. Technical Report, University of Udine, 2014.  BibTex

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