Massimo
Piccardi - Publications
(reverse chronological
order)
NB: This list is only updated to August 2004. For a
more up-to-date list of publications, please click here:
http://datasearch2.uts.edu.au/feit/research/publications/
International journals
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Neighbor cache prefetching for
multimedia image and video processing”, IEEE Transactions on Multimedia,
vol. 6, no. 4, August 2004, pp. 539-552 (ISSN: 1520-9210).
·
R.
Cucchiara, C. Grana, M. Piccardi, and A. Prati, “Detecting moving objects,
ghosts and shadows in video streams”, IEEE
Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 10,
October 2003, pp. 1337-1342 (ISSN: 0162-8828).
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Improving cache performance for
multimedia applications”, Multimedia
Tools and Applications, vol. 20, no. 3, June 2003, pp. 159-178, Kluwer
Academic Publishers (ISSN: 1380-7501).
·
M.
Piccardi, T. Jan, “Recent Advances in Computer Vision”, The Industrial Physicist, vol. 9, no. 1, pp.18-21, Feb/Mar. 2003,
American Institute of Physics (ISSN: 1082-1848).
·
R.
Cucchiara, M. Gavanelli, E. Lamma, P. Mello, M. Milano, and M. Piccardi, “From
eager to lazy constrained data acquisition: a general framework”, New Generation Computing, v. 19, n. 4,
pp. 339-367, Aug. 2001, Ohmsha (former publisher: Springer-Verlag; ISSN:
0288-3635).
·
R.
Cucchiara, P. Mello, M. Piccardi, and F. Riguzzi, “An application of machine
learning and statistics to defect detection”, Intelligent Data Analysis, v. 5, 2001, pp. 151-164, IOS Press
(ISSN: 1088-467X).
·
R.
Cucchiara, M. Piccardi and P. Mello, “Image analysis and rule-based reasoning
for a traffic monitoring system”, IEEE
Transactions on Intelligent Transportation Systems, v. 1, n. 2, Jun. 2000,
pp. 119-130 (ISSN: 1524-9050).
·
Callipo,
R. Cucchiara, and M. Piccardi, “Computational models for machine vision on
shared memory multiprocessors”, Integrated
Computer-Aided Engineering, v. 7, 2000, pp. 39-52, Wiley Interscience/IOS
Press (ISSN: 1069-2509).
·
R.
Cucchiara and M. Piccardi, “Eliciting visual primitives for detection of
elongated shapes”, Image and Vision
Computing, v. 17, n. 5-6, pp. 347-355, Apr. 1999, Elsevier Science B.V.
(ISSN: 0262-8856).
·
R.
Cucchiara, M. Piccardi, and P. Mello, “Tecniche di visione e intelligenza
artificiale per la diagnostica industriale” (Computer vision and artificial
intelligence techniques for industrial diagnostics – in Italian), Manutenzione, Tecnica and Management, n.
5, Feb. 1998, pp. 53-59, Reed Business Information, Brussels, Belgium (ISSN:
1123-1084).
·
R.
Cucchiara, G. Neri, and M. Piccardi, “A real-time architecture for the Hough
transform”, Journal of Systems
Architecture, v. 45, n. 1, Sept. 1998, pp. 31-45, Elsevier Science B.V.
(ISSN: 1383-7621).
·
R.
Cucchiara, L. Di Stefano, M. Piccardi, and T. Salmon Cinotti, “The GIOTTO
system: a parallel computer for image processing”, Real-Time Imaging, v. 3, n. 5, pp. 343-353, Oct. 1997, Academic
Press (ISSN: 1077-2014).
·
R.
Cucchiara, L. Di Stefano, and M. Piccardi, “Detection of circular objects by
wave propagation on a mesh-connected computer”, International Journal of Parallel and Distributed Computing, v. 31,
n. 1, pp. 77-87, Nov. 1995, Academic Press (ISSN: 0743-7315).
·
T.
Salmon Cinotti, G. Neri, R. Cucchiara, L. Di Stefano, M. Piccardi, and G.
Rustichelli, “New research and developments in high performance image
processing on MBII”, REAL TiMES, no.
15, Intel OMC Co., 1993, Swindon, Wiltshire, England.
Book chapters
·
“Video-based
Surveillance Systems: Computer Vision and Distributed Processing", [P.
Remagnino, G. Jones,
Conference Proceedings
·
M.
Piccardi, T. Jan, “Mean-shift background image modelling”, in Proc. of IEEE
International Conference on Image Processing, ICIP-2004,
·
H.
Gunes, M. Piccardi, T. Jan, “Bimodal Emotion Modelling from Facial and
Upper-Body Gesture for Affective HCI”, in Proc. of CHISIG OZCHI 2004,
·
M.
Piccardi, “Background subtraction techniques: a review”, in Proc. of IEEE SMC
2004 International Conference on Systems, Man and Cybernetics, The Hague, The
Netherlands, October 2004.
·
H.
Gunes, M. Piccardi, T. Jan, “Comparative Beauty Classification for Pre-Surgery
Planning”, in Proc. of IEEE SMC 2004 International Conference on Systems, Man
and Cybernetics,
·
T.
Jan, P.-H. Tsai, M. Piccardi, T. Hintz, “Efficient Video Object Classifier
using Locality-Enhanced Support Vector Machines”, in Proc. of IEEE SMC 2004
International Conference on Systems, Man and Cybernetics, The Hague, The
Netherlands, October 2004.
·
T.
Jan, M. Piccardi, P.-H. Tsai, “Neural Network Based Threat Assessment for
Automated Visual Surveillance”, in Proc. of IJCNN 2004 - International Joint
Conference on Neural Networks, Budapest, Hungary, July 2004.
·
H.
Gunes, M. Piccardi, T. Jan, “Face and Body Gesture Analysis for
Multimodal HCI”, in Proc. of APCHI 2004 6th Asia-Pacific Conference on
Computer-Human Interaction incorporating the 5th ACM SIGCHI-NZ Symposium,
Rotorua, New Zealand, June-July 2004.
·
W
Jia, X. He, M. Piccardi, “Automatic Number Plate Recognition: An Overview”, in
Proc. of the Int. Conf. on Imaging Science, Systems and Technology (CISST '04),
June 2004, Las Vegas, Nevada, USA.
·
H.
Gunes, M. Piccardi, T. Jan, “Face and Body Gesture Recognition for a
Vision-Based Multimodal Analyzer”, in Proc. of Visual Information Processing,
Sydney, Australia, December 2003.
·
T.
Jan, M. Piccardi, T. Hintz, “Neural classifiers for automated video
surveillance”, in Proc. of IEEE International Workshop on Neural Network for
Signal Processing (IEEE-NNSP), Toulouse, France, September 17-19, 2003, pp.
729-738.
·
H.
Gunes, M. Piccardi, T. Jan, “Performance Evaluation of an Automated Classifier
of Female Facial Beauty”, in Proc. of the Int. Conf. on Imaging Science,
Systems and Technology (CISST '03), June 23-26, 2003, Las Vegas, Nevada, USA,
vol. 2, pp. 652-656.
·
T.
Jan, M. Piccardi, H. Gunes, “Suspicious Behavior Assessment for Visual
Surveillance Using Neural Network Classifiers”, in Proc. of the Int. Conf. on
Imaging Science, Systems and Technology (CISST '03), June 23-26, 2003, Las
Vegas, Nevada, USA, vol. 2, pp. 657-664.
·
H.
Gunes, M. Piccardi, and T. Jan, “Automated Classification of Female Facial
Beauty by Image Analysis and Supervised Learning”, accepted for publication in
Proc. of SPIE Visual Communications and Image Processing 2004 (EI25), 18–22
January 2004, San Jose, California, USA.
·
T.
Jan, T. Hintz, and M. Piccardi, “Effective surveillance image analysis using
combination of linear regression and modified probabilistic neural network”, in
Proc. of the Int. Conf. on Computational Intelligence for Modeling, Control and
Automation, February 12-14, 2003, Vienna, Austria.
·
T.
Jan, M. Piccardi, and T. Hintz, “Detection of suspicious pedestrian behavior
using modified probabilistic neural networks”, in Proc. of the Int. Conf. on
Computational Intelligence for Modeling, Control and Automation, February
12-14, 2003, Vienna, Austria.
·
H.
Gunes, M. Piccardi, and T. Jan, “Automated classification of female facial
beauty using learning algorithms”, in Proc. of Image and Vision Computing New Zealand
2002, Nov. 26-28, 2002, Auckland, New Zealand, pp. 169-173.
·
T.
Jan, A. Krishna, M. Piccardi and T. Hintz, “Effective surveillance image
analysis using combination of linear regression model and modified
probabilistic neural networks”, in Proc. of Image and Vision Computing New
Zealand 2002, Nov. 26-28, 2002, Auckland, New Zealand, pp. 19-22.
·
T.
Jan, M. Piccardi and T. Hintz, “Detection of suspicious pedestrian behavior
using modified probabilistic neural network”, in Proc. of Image and Vision
Computing New Zealand 2002, Nov. 26-28, 2002, Auckland, New Zealand, pp.
237-241.
·
F.
Cavalli, R. Cucchiara, M. Piccardi, and A. Prati, “Performance analysis
of MPEG-4 decoder and encoder”, in Proc. of 4th EURASIP-IEEE Region 8
International Symposium on Video/Image Processing and Multimedia Communications
VIPromCom-2002, June 16-19, 2002, Zadar, Croatia, pp.227-231.
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Data-type Dependent Cache Prefetching
for MPEG Applications, in Proc. of IPCCC 2002 – 21st IEEE International
Performance, Computing, and Communications Conference, April 3-5, 2002,
Phoenix, AZ, USA, pp. 115-122.
·
R.
Cucchiara, C. Grana, M. Piccardi, and A. Prati, “Detecting objects, shadows and
ghosts in video streams by exploiting color and motion information”, in Proc.
of ICIAP 2001, 11th International Conference on Image Analysis and Processing,
Palermo, Italy, September 26-28, 2001, pp. 360-365.
·
R.
Cucchiara, C. Grana, G. Neri, M. Piccardi, and A. Prati, “The Sakbot system for
moving object detection and tracking”, in Proc. of 2nd European Workshop on
Advanced Video-based Surveillance, 4th September 2001, Kingston upon Thames,
London, UK.
·
R.
Cucchiara, C. Grana, M. Piccardi, A. Prati, and S. Sirotti, “Improving shadow
suppression in moving object detection with HSV color information ”, in Proc.
of the 4th International IEEE Conference on Intelligent Transportation Systems,
August 25-29, 2001, Oakland, CA, USA, pp.334-339.
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Temporal analysis of cache prefetching
strategies for multimedia applications”, in Proc. of IPCCC 2001 - 20th IEEE
International Performance, Computing, and Communications Conference, April 4-6
2001, Phoenix, AZ, USA, pp. 311-318.
·
R.
Cucchiara, P. Mello, M. Piccardi, and F. Riguzzi, “Comparing statistical and
machine learning techniques for visual pattern classification”, in Proc. of
ECAI 2000 Workshop on Machine Learning in Computer Vision, Aug. 20-25, 2000,
Berlin, Germany.
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Focus based feature extraction for
pallets recognition”, in Proc. of BMVC2000 - The Eleventh British Machine
Vision Conference, Sept. 11-14, 2000, Bristol, UK.
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Hardware prefetching techniques for
cache memories in multimedia applications”, in Proc. of CAMP 2000 – IEEE
International Workshop on Computer Architectures for Machine Perception, 2000,
pp. 311-319, (ISBN 0-7695-0740-9).
·
R.
Cucchiara, C. Grana, M. Piccardi, and A. Prati, “Statistic and Knowledge-based
Moving Object Detection in Traffic Scenes”, in Proc. of ITSC-2000 - The 3rd
Annual IEEE Conference on Intelligent Transportation Systems, Oct. 1-5, 2000,
Dearborn, MI, USA, pp. 27-32.
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Improving data prefetching efficacy in multimedia
applications”, in Proc. of SSGRR 2000, Scuola Superiore G. Romolo Reiss,
L’Aquila, Italy, July 31, 2000.
·
R.
Cucchiara, E. Lamma, P. Mello, M. Milano, and M. Piccardi, “3D object
recognition by VC-graphs and Interactive Constraint Satisfaction”, in Proc. of
ICIAP’99 - 10th Int. Conf. on Image Analysis and Processing, 1999, IEEE
Computer Society, pp. 508-513, (ISBN 0-7695-0040-4).
·
R.
Cucchiara, M. Piccardi, A. Prati, and N. Scarabottolo, “Real-time segmentation
of moving vehicles”, in Proc. of ICIAP’99 - 10th Int. Conf. on Image Analysis
and Processing, 1999, IEEE Computer Society, pp. 618-623, (ISBN 0-7695-0040-4).
·
R.
Cucchiara, M. Piccardi, and P. Mello, “Image Analysis and Rule-based Reasoning
for a Traffic Monitoring System”, in Proc. of IEEE ITSC99 – Int. Conf. on
Intelligent Transportation Systems, 1999 (ISBN 0-7803-4975-X).
·
R.
Cucchiara and M. Piccardi, “Vehicle Detection under Day and Night
Illumination”, in Proc. of IIA’99 – Third Int. ICSC Symp. on Intelligent
Industrial Automation., Special Session on Vision Based Intelligent Systems for
Surveillance and Traffic Control, 1999, pp. 789-794 (ISBN 3-906454-16-9).
·
R.
Cucchiara, M. Piccardi, and A. Prati, “Exploiting Cache in Multimedia”, in
Proc. of IEEE ICMCS’99 - Int. Conf on Multimedia Computing and Systems, 1999,
IEEE Computer Society, pp. 345-350 (ISBN 0-7695-0253-9).
·
R.
Cucchiara, M. Gavanelli, E. Lamma, P. Mello, M. Milano, and M. Piccardi,
“Constraint propagation and value acquisition: why we should do it
interactively”, in Proc. of IJCAI99 – 16th Int. Joint Conference on Artificial
Intelligence, 1999, pp. 468-473 (ISBN 1-55860-613-0).
·
M.
Gavanelli, E. Lamma, P. Mello, M. Milano, R. Cucchiara, and M. Piccardi,
“Extending CLP(FD) with interactive data acquisition for 3D visual object
recognition”, in Proc. of PACLP’99, 1999, pp. 137-155 (ISBN
1-902426-01-0).
·
M.
Barattin, R. Cucchiara, and M. Piccardi, “A rule-based vehicular traffic
tracking system” in Proc. of JCIS’98 – CVPRIP’98, First Int. Works. on Computer
Vision, Pattern Recognition and Image Processing, 1998, pp. 334-337,
Association for Intelligent Machinery, Oct. 23, 1998, Research Triangle Park,
North Carolina, USA.
·
R.
Cucchiara and M. Piccardi, “Exploiting image processing locality in cache
pre-fetching”, in Proc. of IEEE HiPC98 – First Int. Conf. on High Performance
Computing, 1998, pp. 466-472, IEEE Computer Society (ISBN 0-8186-9194-8).
·
R.
Cucchiara and M. Piccardi, “Cache pre-fetching for image processing”, in Proc.
of MTAC98 – Multimedia Technology and Applications Conference, 1998, pp.
124-128, Sept. 15, 1998, Anaheim, California, USA.
·
R.
Cucchiara, E. Lamma, P. Mello, M. Milano, and M. Piccardi, “Interactive
Constraint Satisfaction and its application to visual object recognition”, in
Proc. of AGP’98 – Joint Conference on Declarative Programming, 1998, pp. 57-69,
July 20, 1998, A Coruña, Spain.
·
R.
Cucchiara, C. Grana, and M. Piccardi, “Iterative fuzzy clustering for detecting
regions of interest in skin lesions”, in Proc. of AI*IA99 - Settimo Congresso
dell’Associazione Italiana per l’Intelligenza Artificiale, 2001.
·
R.
Cucchiara, E. Lamma, P. Mello, M. Piccardi, and L. Testoni, “Diagnosi di
malfunzionamenti in sensori di monitoring mediante tecniche di intelligenza
artificiale” (Fault diagnosis of monitoring sensors with artificial
intelligence techniques – in Italian), in Proc. of Giornata di Studio dell’
A.I.MAN. L’ottimizzazione della manutenzione attraverso il monitoraggio, 1999.
·
R.
Cucchiara, M. Gavanelli, M. Piccardi, and A. Prati, “Rule-based reasoning on
visual data for urban traffic monitoring”, in Proc. of AI*IA99 - Sesto
Congresso della Associazione Italiana per l’Intelligenza Artificiale, Pitagora,
1999, pp. 89-98.
·
R.
Cucchiara, P. Mello, A. Vicentini, M. Milano, M. Piccardi, and E. Mainardi,
“Multimedia services for the international trade”, in Proc. of AI*IA98 – Sesto
Convegno dell’Associazione Italiana per l’Intelligenza Artificiale, 1998, pp.
115-119.
·
M.
Bariani, R. Cucchiara, P. Mello, and M. Piccardi, “Comparing machine learning
tools for visual pattern classification”, in Proc. of Giornata di Lavoro
AI*IA/IAPR-IC IAPRVA98 - Tecniche di Intelligenza Artificiale and Pattern
Recognition per la Visione Artificiale, 1998, pp. 158-163.
·
R.
Cucchiara, P. Mello, E. Lamma, M. Gavanelli, M. Milano, and M. Piccardi,
“Object recognition by Interactive Constraint Satisfaction”, in Proc. of
Giornata di Lavoro AI*IA/IAPR-IC IAPRVA98 - Tecniche di Intelligenza
Artificiale and Pattern Recognition per la Visione Artificiale, 1998, pp.
53-58.
·
S.
Zuffi, A. Leardini, F. Catani, R. Cucchiara, and M. Piccardi, “Elaborazione di
immagini per la diagnostica di articolazioni artificiali” (Image processing for
diagnostics of artificial joint replacements – in Italian), in Proc. of
Giornata di Studio dell’ A.I.MAN. Tecniche di analisi per la manutenzione di
impianti industriali, 1998.
·
R.
Cucchiara, A. Callipo, and M. Piccardi, “The Multi-Stage Block Data Flow
paradigm for crossbar multiprocessors”, in Proc. of PDCS-97 - 10th Int. Conf. on
Parallel and Distributed Computing Systems, October 1-3, 1997, New Orleans,
Louisiana, USA, pp. 131-135 (ISBN 1-880843-21-8).
·
M.
Bariani, R. Cucchiara, P. Mello, and M. Piccardi, “Learning for feature
selection and shape detection”, in Proc. of ICIAP’97 - 9th Int. Conf. on Image
Analysis and Processing, September 17-19, 1997, Florence, Italy, pp. 535-542,
Lecture Notes in Computer Science v. 1310 (ISBN 3-540-63507-6).
·
M.
Bariani, R. Cucchiara, P. Mello, and M. Piccardi, “Exploiting symbolic learning
in visual inspection”, in Proc. of IDA 97 - Second Int. Symp. on Intelligent
Data Analysis, London, UK, August 4-6 1997, Lecture Notes in Computer Science
v. 1280, Springer, pp. 223-234 (ISBN 3-540-63346-4).
·
R.
Cucchiara and M. Piccardi, “Eliciting visual primitives for detecting elongated
shapes”, in Proc. of IWVF3 - 3rd Int. Workshop on Visual Form, Capri, Italy,
May 28-30, 1997, pp. 130-139 (ISBN 981-02-3258-6).
·
R.
Cucchiara, A. Callipo, and M. Piccardi, “Block processing on multiprocessor
DSPs for multimedia applications”, in Proc. of MMSP’97 - First IEEE Workshop on
Multimedia Signal Processing, Princeton, New Jersey, June 23-25, 1997, pp.
439-444 (ISBN 0-7803-3780-8).
·
M.
Bariani, R. Cucchiara, P. Mello, and M. Piccardi, “Data mining for automated
visual inspection”, in Proc. of PADD’97 - First Int. Conf. on the Practical
Application of Knowledge Discovery and Data Mining, 23-25 April 1997, London,
UK, pp. 51-64 (ISBN 0-9525554-7-6).
·
R.
Cucchiara and M. Piccardi, “Detection of luminosity profiles of elongated
shapes”, in Proc. of ICIP 96 - Int. Conf. on Image Processing 1996, IEEE, vol.
3, pp. 635-638 (ISBN 0-7803-3258-X).
·
R.
Cucchiara and M. Piccardi, “DARPA benchmark image processing on SIMD parallel
machines”, in Proc. of ICA3PP 96 - IEEE 2nd International Conference on
Algorithms and Architectures for Parallel Processing, 1996, pp. 171-178 (ISBN
0-7803-3259-5).
·
M.
Bariani, R. Cucchiara, P. Mello, and M. Piccardi, “Using machine learning for
defect detection”, Quinto Workshop sulla Percezione, Associazione Italiana per
l’Intelligenza Artificiale, 1996.
·
M.
Piccardi, T. Salmon Cinotti, and S. Zuffi, “A preliminary performance
evaluation of the Quadrics architecture with the DARPA Image Understanding
benchmark”, in Proc. of HPCN 95 - Int. Conf. on High Performance Computing and
Networking, 1995, Lecture Notes in Computer Science v. 919, Springer, pp.
124-129 (ISBN 3-540-59393-4).
·
R.
Cucchiara, L. Di Stefano, M. Monacelli, M. Piccardi, and G. Rustichelli, “A
parallel vision subsystem for robotic inspection and manipulation”, in Proc. of
Int. Conf. IECON 94, 1994 (ISBN 0-7803-1328-3).
·
R.
Cucchiara, L. Di Stefano, M. Monacelli, M. Piccardi, G. Rustichelli, and T.
Salmon Cinotti, “The prototype of a heterogeneous machine for robot vision:
architecture, programming and performance”, in Proc. of Int. Symp. IPPS ‘94
Parallel System Fair, spons. IEEE Comp. Society, 1994 (ISBN 0-9636720-1-0).
·
R.
Cucchiara, L. Di Stefano, M. Piccardi, and T. Salmon Cinotti, “Recognition of
circular shapes on a SIMD-parallel machine”, in Proc. of ISCIS VIII - The Eigth
Int. Symp. on Computer and Information Sciences, IEEE Computer Society Turkey,
1993, 3 Nov. 1993, Istanbul, Turkey.
·
M.
Piccardi, L. Di Stefano, R. Cucchiara, and T. Salmon Cinotti, “Processing of
variable size images on a cellular array: performance analysis with the
Abingdon Cross benchmark”, in Proc. of ASAP 93 - EUROMICRO/IEEE Int. Conf. on
Application-Specific Array Processors, 1993, pp.172-175 (ISBN 0-8186-3492-8).
·
R.
Cucchiara, L. Di Stefano, M. Monacelli, M. Piccardi, G. Rustichelli, and T.
Salmon Cinotti, “Una macchina per l’analisi di immagini in applicazioni
robotiche” (An image analysis machine for robotic applications - in Italian),
in Proc. of 94a Riunione Annuale AEI, sessione Elaborazione di segnali ed
immagini, 1993.
Massimo Piccardi - Publications - Last updated 24/05/2011