Trucco, Manuel

Professor

  • United Kingdom

  • 1715 Citations
  • 22 h-Index
20042024
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Research Output 2004 2020

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Conference contribution
2019

Labels 2019 preface

Heller, N., Sznitman, R., Cheplygina, V., Mateus, D. & Trucco, E., 1 Jan 2019, Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention: International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Zhou, L., Heller, N., Shi, Y., Xiao, Y., Sznitman, R., Cheplygina, V., Mateus, D., Trucco, E., Hu, X. S., Chen, D., Chabanas, M., Rivaz, H. & Reinertsen, I. (eds.). Switzerland: Springer , Vol. 11851. p. vii 1 p. (Lecture Notes in Computer Science; vol. 11851).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

LABELS 2018 Preface

Sznitman, R., Cheplygina, V., Mateus, D., Maier-Hein, L., Granger, E., Jannin, P. & Trucco, E., 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Stoyanov, D., Taylor, Z., Balocco, S., Sznitman, R., Martel, A., Maier-Hein, L., Duong, L., Zahnd, G., Demirci, S., Albarqouni, S., Lee, S-L., Moriconi, S., Cheplygina, V., Mateus, D., Trucco, E., Granger, E. & Jannin, P. (eds.). 1 ed. Switzerland: Springer , Vol. 11043. p. IX 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
34 Downloads (Pure)

Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering

Mookiah, M. R. K., McGrory, S., Hogg, S., Price, J., Forster, R., MacGillivray, T. J. & Trucco, E., 14 Sep 2018, Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 294-302 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Standardization
Optics
Image Acquisition
Concordance
Image acquisition
2017
1 Citation (Scopus)

Comparison of automatic vessel segmentation techniques for whole body magnetic resonance angiography with limited ground truth data

McNeil, A., Degano, G., Poole, I., Houston, G. & Trucco, E., 2017, Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings. Hernandez, M. V. & Gonzalez-Castro, V. (eds.). Switzerland: Springer , p. 144-155 12 p. (Communications in Computer and Information Science; vol. 723).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Angiography
Magnetic resonance
Neural networks
Fluxes

Extended multi-resolution local patterns - A discriminative feature learning approach for colonoscopy image classification

Manivannan, S. & Trucco, M., 2017, CARE 2016: Computer-Assisted and Robotic Endoscopy. Yang, G-Z., Navab, N., McLeod, J., Peters, T., Mori, K., Luo, X. & Reichl, T. (eds.). Switzerland: Springer , Vol. 10170. p. 48-58 11 p. (Lecture Notes in Computer Science; vol. 10170).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Image Classification
Multiresolution
Computer vision
Labels

Preface OMIA 2017

Bogunovic, H., Chen, X., Garvin, M. K., Trucco, E. & Xu, Y., Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). 1 ed. Switzerland, Vol. 10554. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

137 Downloads (Pure)

Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population

Fetit, A., Manivannan, S., McGrory, S., Ballerini, L., Doney, A., MacGillivray, T. J., Deary, I. J., Wardlaw, J. M., Doubal, F., McKay, G. J., McKenna, S. & Trucco, E., 14 Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, held in conjunction with MICCAI2017, Quebec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). Switzerland: Springer , p. 150-158 9 p. (Lecture Notes in Computer Science; vol. 10554).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Dementia
Biomarkers
Semantics
Population
Optic Disk
2016
6 Citations (Scopus)
237 Downloads (Pure)

Automatic generation of synthetic retinal fundus images: Vascular network

Menti, E., Bonaldi, L., Ballerini, L., Ruggeri, A. & Trucco, E., 2016, Simulation and Synthesis in Medical Imaging - 1st International Workshop, SASHIMI 2016 held in conjunction with MICCAI 2016, Proceedings. Tsaftaris, S. A., Gooya, A., Frangi, A. F. & Prince, J. L. (eds.). Springer Verlag, Vol. 9968 LNCS. p. 167-176 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9968 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Vessel
Texture
Textures
Active Shape Model
Oxygenation

Enhancing normal-abnormal classification accuracy in colonoscopy videos via temporal consistency

Puerto-Souza, G. A., Manivannan, S., Trujillo, M. P., Hoyos, J. A., Trucco, E. & Mariottini, G-L., 20 Feb 2016, Computer-Assisted and Robotic Endoscopy: Second International Workshop, CARE 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers. Luo, X., Reichl, T., Reiter, A. & Mariottini, G-L. (eds.). Springer Verlag, Vol. 9515. p. 129-139 11 p. (Lecture notes in computer science ; vol. 9515).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adjacent
Labels
Classifiers
Leverage
Classifier
24 Citations (Scopus)
277 Downloads (Pure)

Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks

Li, W., Manivannan, S., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 - Proceedings. IEEE, Vol. June-2016. p. 1405-1408 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Histology
Support vector machines
Neural networks
Pixels
Tissue
110 Downloads (Pure)

Hierarchical mix-pooling and its applications to biomedical image classification

Manivannan, S., Wang, R. & Trucco, E., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. IEEE, Vol. 2016-June. p. 541-544 4 p. 7493326

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Image classification
Statistics
Radiology
Glossaries
Classifiers
3 Citations (Scopus)
209 Downloads (Pure)

Local structure prediction for gland segmentation

Manivannan, S., Li, W., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 - Proceedings. IEEE, Vol. 2016-June. p. 799-802 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Labels
Labeling
Support vector machines
Pixels
Experiments
3 Citations (Scopus)
78 Downloads (Pure)

Sub-category classifiers for multiple-instance learning and its application to retinal nerve fiber layer visibility classification

Manivannan, S., Cobb, C., Burgess, S. & Trucco, E., 17 Oct 2016, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9901 LNCS. p. 308-316 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Nerve
Visibility
Classifiers
Classifier
Fiber
2015
8 Citations (Scopus)

Boosting hand-crafted features for curvilinear structure segmentation by learning context filters

Annunziata, R., Kheirkhah, A., Hamrah, P. & Trucco, E., 18 Nov 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part III. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer International Publishing, p. 596-603 8 p. (Lecture notes in computer science ; vol. 9351).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Boosting
Glossaries
Redundancy
Segmentation
Filter
3 Citations (Scopus)

Combining efficient hand-crafted features with learned filters for fast and accurate corneal nerve fibre centreline detection

Annunziata, R., Kheirkhah, A., Hamrah, P. & Trucco, E., 4 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) . Institute of Electrical and Electronics Engineers, p. 5655-5658 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Confocal microscopy
Filter banks
Glossaries
Nerve Fibers
Hand
4 Citations (Scopus)

Learning discriminative local features from image-level labelled data for colonoscopy image classification

Manivannan, S. & Trucco, E., 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 420-423 4 p. 7163901

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Colonoscopy
Labels
Learning
Experiments

Mapping of arterial location for the design of automated identification and analysis algorithms in whole body MRA

McCormick, L., Weir-Mccall, J., Gandy, S., White, R., McNeil, A., Trucco, E. & Houston, J. G., Nov 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers, Vol. 2015-November. p. 7925-7928 4 p. 7320230

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cardiovascular Diseases
Workflow
Blood Vessels
Imaging techniques
Pathologic Constriction
18 Citations (Scopus)

Scale and curvature invariant ridge detector for tortuous and fragmented structures

Annunziata, R., Kheirkhah, A., Hamrah, P. & Trucco, E., 18 Nov 2015, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part III. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer International Publishing, p. 588-595 8 p. (Lecture notes in computer science; vol. 9351).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ridge
Signal to noise ratio
Curvature
Detector
Detectors
2014
18 Citations (Scopus)

An experimental assessment of five indices of retinal vessel tortuosity with the RET-TORT public dataset

Lisowska, A., Annunziata, R., Loh, G. K., Karl, D. & Trucco, E., 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. IEEE, p. 5414-5417 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Retinal Vessels
Sampling
Standardization
Datasets

Automatic generation of synthetic retinal fundus images

Fiorini, S., Ballerini, L., Trucco, E. & Ruggeri, A., 2014, Medical Image Understanding and Analysis 2014: Proceedings of the 18th Conference on Medical Image Understanding and Analysis. Reyes-Aldasoro, C. C. & Slabaugh, G. (eds.). London: BMVA Press, p. 7-12 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optics
Textures
Inspection
Color
Experiments
15 Citations (Scopus)

Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE

Relan, D., MacGillivray, T., Ballerini, L. & Trucco, E., 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. IEEE, p. 142-145 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Retinal Vessels
Venules
Arterioles
Least-Squares Analysis
Support vector machines
6 Citations (Scopus)

Inter-cluster features for medical image classification

Manivannan, S., Wang, R. & Trucco, E., 2014, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III. Golland, P., Hata, N., Barillot, C., Hornegger, J. & Howe, R. (eds.). Springer International Publishing, p. 345-352 8 p. (Lecture notes in computer science; vol. 8675).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Statistics
Encoding (symbols)
Semantics
Experiments

Tortuosity classification of corneal nerves images using a multiple-scale-multiple-window approach

Annunziata, R., Kheirkhah, A., Aggarwal, S., Cavalcanti, B. M., Hamrah, P. & Trucco, E., 2014, Proceedings of the Ophthalmic Medical Image Analysis First International Workshop, OMIA 2014, Held in Conjunction with MICCAI 2014. Chen, X., Garvin, M. K. & Liu, J. J. (eds.). Iowa Research Online, p. 113-120 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

tortuosity
microscopy
logistics
fold
modeling
2 Citations (Scopus)

Video-specific SVMs for colonoscopy image classification

Manivannan, S., Wang, R., Trujillo, M. P., Hoyos, J. A. & Trucco, E., 23 Nov 2014, Computer-Assisted and Robotic Endoscopy: First International Workshop, CARE 2014, held in conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014. Revised selected papers. Luo, X., Reichl, T., Mirota, D. & Soper, T. (eds.). Springer International Publishing, p. 11-21 11 p. (Lecture notes in computer science ; vol. 8899).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Image Classification
Classifiers
Experiments
Baseline
2013
37 Citations (Scopus)

Retinal vessel classification: sorting arteries and veins

Relan, D., MacGillivray, T., Ballerini, L. & Trucco, E., 2013, Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. IEEE, p. 7396-7399 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Retinal Vessels
Veins
Arteries
Lighting
Color
7 Citations (Scopus)

Spline-based refinement of vessel contours in fundus retinal images for width estimation

Cavinato, A., Ballerini, L., Trucco, E. & Grisan, E., 2013, Proceedings of the 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013)): from nano to macro. IEEE, p. 872-875 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Splines
Refining
2012
4 Citations (Scopus)

A face authentication scheme based on Affine-SIFT (ASIFT) and Structural Similarity (SSIM)

Wu, L., Zhou, P., Liu, S., Zhang, X. & Trucco, E., 2012, Biometric Recognition: 7th Chinese Conference, CCBR 2012, Guangzhou, China, December 4-5, 2012. Proceedings. Zheng, W-S. (ed.). Berlin: Springer , p. 25-32 8 p. (Lecture notes in computer science; vol. 7701).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Authentication

GroBa: growing balloons for calibre measurement on stenotic lumens

Perez-Rovira, A., Trucco, E., Weir-McCall, J. & Houston, G., 2012, Proceedings: IEEE Symposium on Computer-Based Medical Systems. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Balloons
Color
Magnetic resonance
2011
3 Citations (Scopus)

A dynamic 3D foot reconstruction system

Thabet, A. K., Trucco, E., Salvi, J., Wang, W. & Abboud, R. J., 2011, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. New York: IEEE Computer Society, p. 599-602 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Improving vessel segmentation in ultra-wide field-of-view retinal fluorescein angiograms

Perez-Rovira, A., Zutis, K., Hubschman, J. P. & Trucco, E., 2011, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. New York: IEEE Computer Society, p. 2614-2617 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Multiresolution localization and segmentation of the optical disc in fundus images using inpainted background and vessel information

Giachetti, A., Chin, K. S., Trucco, E., Cobb, C. & Wilson, P. J., 2011, 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). NEW YORK: IEEE Computer Society, p. 2145-2148 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

48 Citations (Scopus)

VAMPIRE: Vessel Assessment and Measurement Platform for Images of the REtina

Perez-Rovira, A., MacGillivray, T., Trucco, E., Chin, K. S., Zutis, K., Lupascu, C., Tegolo, D., Giachetti, A., Wilson, P. J., Doney, A. & Dhillon, B., 2011, Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE. New York: IEEE Computer Society, p. 3391-3394 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

3DVP 2010 - chair's welcome

Schreer, O., Hilton, A. & Trucco, E., 2010, 3DVP'10 : Proceedings of the 1st International Workshop on 3D Video Processing. New York: Association for Computing Machinery

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Corneal graft detection for Descemet's Stripping Automated Endothelial Keratoplasty using optical coherence tomography

Lee, B. H., Liu, J., Tan, Z., Heng, E., Cheng, J., Tan, N. M., Wong, D. W. K., Trucco, E., Mehta, J. & Wong, T. Y., 2010, Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. New York: IEEE Computer Society, p. 3037-3040 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Deformable registration of retinal fluorescein angiogram sequences using vasculature structures

Perez-Rovira, A., Trucco, E., Wilson, P. & Liu, J., 2010, Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE . New York: IEEE Computer Society, p. 4383-4386 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Markerless human motion capture using hierarchical particle swarm optimisation

John, V., Ivekovic, S. & Trucco, E., 2010, Computer Vision, Imaging and Computer Graphics: Theory and Applications. Ranchordas, A. K., Pereira, J. M., Araujo, H. J. & Tavares, J. M. R. S. (eds.). Berlin: Springer , p. 343-356 14 p. (Communications in computer and information science; vol. 68).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Markerless multi-view articulated pose estimation using adaptive hierarchical particle swarm optimisation

Ivekovic, S., John, V. & Trucco, E., 2010, Applications of Evolutionary Computation: EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I. DiChic, C., Cagoni, S., Cotta, C., Ebner, M., Ekart, A., EsparciaAlcazar, A. I., Goh, C. K., Merelo, J. J., Neri, F., Preuss, M., Togelius, J. & Yannakakis, G. N. (eds.). Berlin: Springer , p. 241-250 10 p. (Lecture notes in computer science; vol. 6024).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2009
18 Citations (Scopus)

A comparative study on feature selection for retinal vessel segmentation using FABC

Lupascu, C. A., Tegolo, D. & Trucco, E., 2009, Computer Analysis of Images and Patterns, Proceedings: 13th International Conference, CAIP 2009, Münster, Germany, September 2-4, 2009. Proceedings. Jiang, X. & Petkov, N. (eds.). Berlin: Springer , p. 655-662 8 p. (Lecture notes in computer science; vol. 5702).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2008
8 Citations (Scopus)

Contextual detection of diabetic pathology in wide-field retinal angiograms

Buchanan, C. R. & Trucco, E., 2008, 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8. NEW YORK: IEEE Computer Society, p. 5437-5440 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)

Robust optic disc location via combination of weak detectors.

Perez-Rovira, A. & Trucco, E., 2008, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008. NEW YORK: IEEE Computer Society, Vol. 2008. p. 3542-3545 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution