Prof. Costantino Grana

Prof. Costantino Grana

Homepage:

http://personale.unimore.it/Rubrica/dettaglio/cgrana

Position at Imagelab:

Associate Professor
Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy

Email:

costantino_DOT_grana_AT_unimore_DOT_it

Phone:

Tel +39-059-2056265 Fax +39-059-2056129

Costantino Grana


Research Projects


Research Activities


Publications

1 Balducci, Fabrizio; Grana, Costantino; Cucchiara, Rita "Affective level design for a role-playing videogame evaluated by a braincomputer interface and machine learning methods" THE VISUAL COMPUTER, vol. 33, pp. 413 -427 , 2017
DOI: 10.1007/s00371-016-1320-2 Journal
2 Corbelli, Andrea; Baraldi, Lorenzo; Balducci, Fabrizio; Grana, Costantino; Cucchiara, Rita "Layout analysis and content classification in digitized books" Digital Libraries and Multimedia Archives, vol. 701, Firenze, pp. 153 -165 , Feb. 4-5, 2017
DOI: 10.1007/978-3-319-56300-8_14 Conference
3 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Hierarchical Boundary-Aware Neural Encoder for Video Captioning" 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, July, 22-25, 2017 Conference
4 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use" Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, Florence, Italy, 19-21 June 2017, 2017
DOI: 10.1145/3095713.3095735 Conference
5 Bolelli, Federico; Borghi, Guido; Grana, Costantino "Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features" Proceedings of the 19th International Conference on Image Analysis and Processing, Catania, 11-15 september 2017, 2017 Conference
6 Ulrich, Martina; Themstrup, Lotte; de Carvalho, Nathalie; Manfredi, Marco; Grana, Costantino; Ciardo, Silvana; Kstle, Raphaela; Holmes, Jon; Whitehead, Richard; Jemec, Gregor B E; Pellacani, Giovanni; Welzel, Julia "Dynamic Optical Coherence Tomography in Dermatology" DERMATOLOGY, vol. 232, pp. 298 -311 , 2016
DOI: 10.1159/000444706 Journal
7 Manfredi, Marco; Grana, Costantino; Cucchiara, Rita; Smeulders, Arnold W.M. "Segmentation models diversity for object proposals" COMPUTER VISION AND IMAGE UNDERSTANDING, pp. 1 -9 , 2016
DOI: 10.1016/j.cviu.2016.06.005 Journal
8 Baraldi, Lorenzo; Grana, Costantino; Messina, Alberto; Cucchiara, Rita "A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation" Proceedings of the 2016 ACM on Multimedia Conference, Amsterdam, The Netherlands, pp. 733 -734 , 15 - 19 October 2016, 2016
DOI: 10.1145/2964284.2973825 Conference
9 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Analysis and Re-use of Videos in Educational Digital Libraries with Automatic Scene Detection" Digital Libraries on the Move, vol. 612, Bolzano, pp. 155 -164 , Jan. 29-30, 2016
DOI: 10.1007/978-3-319-41938-1_16 Conference
10 Corbelli, Andrea; Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Historical Document Digitization through Layout Analysis and Deep Content Classification" Proceedings of the 23rd International Conference on Pattern Recognition, Cancun, Mexico, 4-8 Dec 2016, 2016 Conference
11 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks" IEEE TRANSACTIONS ON MULTIMEDIA, pp. 1 -14 , 2016 Journal
12 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features" Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, New York, USA, pp. 23 -29 , 6-9 Giugno 2016, 2016
DOI: 10.1145/2911996.2912012 Conference
13 Baraldi, Lorenzo; Grana, Costantino; Borghi, Guido; Vezzani, Roberto; Cucchiara, Rita "Shot, scene and keyframe ordering for interactive video re-use" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016
DOI: 10.5220/0005768706260631 Conference
14 Grana, Costantino; Baraldi, Lorenzo; Bolelli, Federico "Optimized Connected Components Labeling with Pixel Prediction" Advanced Concepts for Intelligent Vision Systems, vol. 10016, Lecce, Italy, pp. 431 -440 , Oct. 24-27, 2016, 2016
DOI: 10.1007/978-3-319-48680-2_38 Conference
15 Grana, Costantino; Bolelli, Federico; Baraldi, Lorenzo; Vezzani, Roberto "YACCLAB - Yet Another Connected Components Labeling Benchmark" Proceedings of the 23rd International Conference on Pattern Recognition, Cancun, Mexico, 4-8 Dec 2016, 2016 Conference
16 Manfredi, Marco; Grana, Costantino; Pellacani, Giovanni "Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Roma, pp. 234 -240 , Feb. 27-29, 2016
DOI: 10.5220/0005758702340240 Conference
17 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "GOLD: Gaussians of Local Descriptors for Image Representation" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 134, pp. 22 -32 , 2015
DOI: 10.1016/j.cviu.2015.01.005 Journal
18 Balducci, Fabrizio; Grana, Costantino; Cucchiara, Rita "Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame" VS-Games 2015 - 7th International Conference on Games and Virtual Worlds for Serious Applications, University of Skovde, swe, pp. 1 -8 , 2015, 2015
DOI: 10.1109/VS-GAMES.2015.7295766 Conference
19 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "GOLD: Gaussians of Local Descriptors for Image Representation" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 134, pp. 22 -32 , 2015
DOI: 10.1016/j.cviu.2015.01.005 Journal
20 Baraldi Lorenzo; Grana Costantino; Cucchiara Rita "A Deep Siamese Network for Scene Detection in Broadcast Videos" Proceedings of the 23rd ACM international conference on Multimedia, Brisbane, Australia, pp. 1199 -1202 , Oct. 26-30, 2015
DOI: 10.1145/2733373.2806316 Conference
21 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Measuring scene detection performance" Pattern Recognition and Image Analysis, vol. 9117, Santiago de Compostela; Spain, pp. 395 -403 , 17-19 June 2015, 2015
DOI: 10.1007/978-3-319-19390-8_45 Conference
22 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Scene segmentation using temporal clustering for accessing and re-using broadcast video" Proceedings - IEEE International Conference on Multimedia and Expo, vol. 2015-, Torino, Italia, pp. 1 -6 , 2015, 2015
DOI: 10.1109/ICME.2015.7177476 Conference
23 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video" Computer Analysis of Images and Patterns, vol. 9256, Valletta, Malta, pp. 801 -811 , Sep. 2-4, 2015
DOI: 10.1007/978-3-319-23192-1_67 Conference
24 Grana, Costantino; Serra, Giuseppe; Manfredi, Marco; Coppi, Dalia; Cucchiara, Rita "Layout analysis and content enrichment of digitized books" MULTIMEDIA TOOLS AND APPLICATIONS, vol. -, pp. 1 -22 , 2014
DOI: 10.1007/s11042-014-2360-0 Journal
25 M. Manfredi; C. Grana; S. Calderara; R. Cucchiara "A complete system for garment segmentation and color classification" MACHINE VISION AND APPLICATIONS, vol. 25, pp. 955 -969 , 2014
DOI: 10.1007/s00138-013-0580-3 Journal
26 G. Serra; C. Grana; M. Manfredi; R. Cucchiara "Covariance of Covariance Features for Image Classi?cation" Proceedings of International Conference on Multimedia Retrieval, Glasgow, pp. 411 -414 , Apr 1-4, 2014
DOI: 10.1145/2578726.2578781 Conference
27 D. Coppi; C. Grana; R. Cucchiara "Illustrations Segmentation in Digitized Documents Using Local Correlation Features" Proceedings of the 10th Italian Research Conference on Digital Libraries, PROCEDIA COMPUTER SCIENCE, vol. 38, Padova, pp. 76 -83 , Jan. 30-31, 2014
DOI: 10.1016/j.procs.2014.10.014 Conference
28 M. Manfredi; C. Grana; R. Cucchiara "Learning Graph Cut Energy Functions for Image Segmentation" Proceedings of the 22nd International Conference on Pattern Recognition, Stockholm, Sweden, pp. 960 -965 , Aug. 24-28, 2014
DOI: 10.1109/ICPR.2014.175 Conference
29 M. Manfredi; C. Grana; R. Cucchiara "Learning Superpixel Relations for Supervised Image Segmentation" Proceedings of the 21st International Conference on Image Processing, Paris, France, pp. 4437 -4441 , Oct. 27-30, 2014
DOI: 10.1109/ICIP.2014.7025900 Conference
30 D. Borghesani; C. Grana; R. Cucchiara "Miniature illustrations retrieval and innovative interaction for digital illuminated manuscripts" MULTIMEDIA SYSTEMS, vol. 20, pp. 65 -79 , 2014
DOI: 10.1007/s00530-013-0315-3 Journal
31 A. Rozza; G. Serra; C. Grana "Truncated Isotropic Principal Component Classifier for Image Classification" Proceedings of the 21st International Conference on Image Processing, Paris, France, pp. 986 -990 , Oct. 27-30, 2014 Conference
32 C. Grana; D. Borghesani; M. Manfredi; R. Cucchiara "A Fast Approach for Integrating ORB Descriptors in the Bag of Words Model" Multimedia Content and Mobile Devices, vol. 8667, Burlingame, California, USA, pp. 09-1 -09-8 , Feb 4-6, 2013
DOI: 10.1117/12.2008460 Conference
33 M. Manfredi; C. Grana; R. Cucchiara "Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging" New Trends in Image Analysis and Processing ICIAP 2013, vol. LNCS 8158, Napoli, pp. 188 -197 , Sep 9, 2013
DOI: 10.1007/978-3-642-41190-8_21 Conference
34 C. Grana; G. Serra; M. Manfredi; R. Cucchiara "Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives" SISAP 2013, vol. LNCS 8199, A Corua, Spain, pp. 233 -244 , Oct 2-4, 2013
DOI: 10.1007/978-3-642-41062-8_24 Conference
35 C. Grana; G. Serra; M. Manfredi; R. Cucchiara "Image Classification with Multivariate Gaussian Descriptors" 17th International Conference on Image Analysis and Processing (ICIAP 2013), vol. LNCS 8157, Napoli, pp. 111 -120 , Sep 11-13, 2013
DOI: 10.1007/978-3-642-41184-7_12 Conference
36 M. Fornaciari; A. Prati; C. Grana; R. Cucchiara "Lightweight Sign Recognition for Mobile Devices" Proceedings Of the Seventh ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2013), Palm Spring, CA, pp. 124 -129 , Oct. 29 - Nov. 1, 2013 Conference
37 G. Serra; C. Grana; M. Manfredi; R. Cucchiara "Modeling Local Descriptors with Multivariate Gaussians for Object and Scene Recognition" Proceedings of the 21th International Conference on Multimedia (ACM Multimedia 2013), Barcelona, Catalunya, Spain, pp. 709 -712 , Oct 21-25, 2013
DOI: 10.1145/2502081.2502185 Conference
38 C. Grana; G. Serra; M. Manfredi; R. Cucchiara; R. Martoglia; F. Mandreoli "UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation" CLEF 2013 Working Notes, Valencia, Spain, pp. - -- , Sep 23-26, 2013 Conference
39 C. Grana; D. Borghesani; R. Cucchiara "Class-based color bag of words for fashion retrieval" Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, Melbourne, Australia, pp. 444 -449 , Jul 9-13, 2012 Conference
40 C. Grana; S. Calderara; D. Borghesani; R. Cucchiara "Learning Non-Target Items for Interesting Clothes Segmentation in Fashion Images" Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012), Tsukuba Science City, Japan, pp. 3317 -3320 , Nov 11-15, 2012 Conference
41 R. Cucchiara; C. Grana; D. Borghesani; M. Agosti; A.D. Bagdanov "Multimedia for Cultural Heritage: Key Issues" Multimedia for Cultural Heritage, vol. CCIS 247, Modena, pp. 206 -216 , May 3, 2012 Conference
42 D. Borghesani; C. Grana; R. Cucchiara "Relevance Feedback as an Interactive Navigation Tool" VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications, vol. 2, Rome, Italy, pp. 54 -59 , Feb 24-26, 2012 Conference
43 R. Cucchiara; C. Grana "Special Issue: Recent Achievements in Multimedia for Cultural Heritage - Guest Editorial" JOURNAL OF MULTIMEDIA, vol. 7 (2), pp. 107 -108 , 2012
DOI: 10.4304/jmm.7.2.107-108 Journal
44 D. Borghesani; C. Grana; R. Cucchiara "Towards Artistic Collections Navigation Tools based on Relevance Feedback" Multimedia for Cultural Heritage, vol. CCIS 247, Modena, Italy, pp. 143 -153 , May 3, 2012 Conference
45 C. Grana; D. Borghesani; P. Santinelli; R. Cucchiara "Veiling Luminance estimation on FPGA-based embedded smart camera" Proceedings of the 2012 IEEE Intelligent Vehicles Symposium (IV), Alcal de Henares, Spain, pp. 334 -339 , Jun 3-7, 2012 Conference
46 D. Borghesani; C. Grana; R. Cucchiara "2D Images Map Warping for Improved User Interaction" Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012), Tsukuba Science City, Japan, pp. 1096 -1099 , Nov 11-15, 2012 Conference
47 C. Grana; M. Montangero; D. Borghesani "Optimal Decision Trees for Local Image Processing Algorithms" PATTERN RECOGNITION LETTERS, vol. 33, pp. 2302 -2310 , 2012
DOI: 10.1016/j.patrec.2012.08.015 Journal
48 S. Cattini; C. Grana; R. Cucchiara; L. Rovati "A low-cost system and calibration method for veiling luminance measurement" Proceedings of 2011 IEEE Instrumentation and Measurement Technology Conference (I2MTC), Binjiang, China, pp. 1 -6 , May 10-12, 2011 Conference
49 C. Grana; D. Borghesani; R. Cucchiara "Automatic segmentation of digitalized historical manuscripts" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 55 (3), pp. 483 -506 , 2011 Journal
50 D. Borghesani; D. Coppi; C. Grana; S. Calderara; R. Cucchiara "Feature Space Warping Relevance Feedback with Transductive Learning" Advanced Concepts for Intelligent Vision Systems, vol. LNCS 6915, Ghent, Belgium, pp. 70 -81 , Aug 22-25, 2011 Conference
51 C. Grana; M. Montangero; D. Borghesani; R. Cucchiara "Optimal Decision Trees Generation from OR-Decision Tables" Image Analysis and Processing - ICIAP 2011, vol. LNCS 6978, Ravenna, Italy, pp. 443 -452 , Sep 14-16, 2011 Conference
52 Vezzani, Roberto; Grana, Costantino; Cucchiara, Rita "Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system" PATTERN RECOGNITION LETTERS, vol. 32 (6), pp. 867 -877 , 2011
DOI: 10.1016/j.patrec.2010.11.003 Journal
53 C. Grana; D. Borghesani; R. Cucchiara "Relevance feedback strategies for artistic image collections tagging" Proceedings of the 1st ACM International Conference on Multimedia Retrieval, Trento, Italy, pp. 353 -360 , Apr 18-20, 2011 Conference
54 C. Grana; D. Borghesani; G. Gualdi; R. Cucchiara "Bag-Of-Words Classification of Miniature Illustrations" Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, Desenzano del Garda, Brescia, Italy, pp. 61 -64 , Apr 12-14, 2010 Conference
55 C. Grana; D. Borghesani; R. Cucchiara "Decision Trees for Fast Thinning Algorithms" Proceedings of the 20th International Conference on Pattern Recognition - ICPR 2010, Istanbul, Turkey, pp. 2836 -2839 , Aug 23-27, 2010 Conference
56 C. Grana; D. Borghesani; P. Santinelli; R. Cucchiara "High Performance Connected Components Labeling on FPGA" 2010 Workshops on Database and Expert Systems Applications, Bilbao, Spain, pp. 221 -225 , Sep 1, 2010 Conference
57 C. Grana; D. Borghesani; R. Cucchiara "Improving classification and retrieval of illuminated manuscripts with semantic information" Digital Libraries, Padova, Italy, pp. 183 -193 , Jan 28-29, 2010 Conference
58 C. Grana; D. Borghesani; R. Cucchiara "Optimized Block-based Connected Components Labeling with Decision Trees" IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 19 (6), pp. 1596 -1609 , 2010 Journal
59 D. Borghesani; C. Grana; R. Cucchiara "Rerum Novarum: Interactive Exploration of Illuminated Manuscripts" Proceedings of the 18th International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 1621 -1623 , Oct 25-29, 2010 Conference
60 C. Grana; D. Borghesani; R. Cucchiara "Surfing on Artistic Documents with Visually Assisted Tagging" Proceedings of the 18th International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 1343 -1352 , Oct 25-29, 2010 Conference
61 H. Decker; C. Grana; J.C. Prez; E. Vidal "Message from the IMPRESS 2010 Workshop Chairs" Proceedings of the 21st International Workshop on Database and Expert Systems Applications (DEXA2010), Bilbao, Spain, pp. xxv -xxv , Aug 30 - Sep 3, 2010 Conference
62 C. Grana; D. Borghesani; R. Cucchiara "Automatic Analysis of Historical Manuscripts" Pattern Recognition in Information Systems, Milano, pp. 93 -102 , May 7, 2009 Conference
63 D. Borghesani; C. Grana; R. Cucchiara "Color features performance comparison for image retrieval" Image Analysis and Processing - ICIAP 2009, vol. LNCS 5716, Vietri sul Mare, Salerno, Italy, pp. 902 -910 , Sep 8-11, 2009 Conference
64 C. Grana; D. Borghesani; R. Cucchiara "Connected component labeling techniques on modern architectures" Image Analysis and Processing - ICIAP 2009, vol. 5716, Vietri sul Mare, Salerno, Italy, pp. 816 -824 , Sep 8-11, 2009 Conference
65 Bertini, Marco; Del Bimbo, Alberto; Serra, Giuseppe; Torniai, Carlo; Cucchiara, Rita; Grana, Costantino; Vezzani, Roberto "Dynamic Pictorially Enriched Ontologies for Video Digital Libraries" IEEE MULTIMEDIA, vol. 16 (2), pp. 42 -51 , 2009 Journal
66 C. Grana; D. Borghesani; R. Cucchiara "Fast Block Based Connected Components Labeling" Proceedings of the IEEE International Conference on Image Processing, Cairo, Egypt, pp. 4061 -4064 , Nov 7-12, 2009 Conference
67 C. Grana; D. Borghesani; R. Cucchiara "Picture Extraction from Digitized Historical Manuscripts" Proceedings of ACM International Conference on Image and Video Retrieval (CIVR2009), Santorini, Greece, pp. 169 -176 , Jul 8-10, 2009 Conference
68 C. Grana; D. Borghesani "Optimal decision tree synthesis for efficient neighborhood computation" AI*IA 2009: Emergent Perspectives in Artificial Intelligence, Reggio Emilia, Italy, pp. 92 -101 , Dec 9-12, 2009 Conference
69 M. Bertini; A. Del Bimbo; G. Serra; C. Torniai; R. Cucchiara; C. Grana; R. Vezzani "Dynamic Pictorially Enriched Ontologies for Digital Video Libraries" IEEE MULTIMEDIA, vol. 16, pp. 42 -51 , 2009
DOI: 10.1109/MMUL.2009.25 Journal
70 M. Bertini; A. Del Bimbo; G. Serra; C. Torniai; R. Cucchiara; C. Grana; R. Vezzani "Dynamic Pictorially Enriched Ontologies for Digital Video Libraries" IEEE MULTIMEDIA, vol. 16, pp. 42 -51 , 2009
DOI: 10.1109/MMUL.2009.25 Journal
71 C. Grana; D. Borghesani; R. Cucchiara "Describing Texture Directions with Von Mises Distributions" Proceedings of the 19th International Conference on Pattern Recognition, Tampa, Florida, USA, pp. 1 -4 , Dec 8-11, 2008 Conference
72 C. Grana; D. Borghesani; S. Calderara; R. Cucchiara ""Inside the Bible": Segmentation, Annotation and Retrieval for a New Browsing Experience" Proceeding of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval (MIR 2008), Vancouver, British Columbia, Canada, pp. 379 -386 , Oct 30-31, 2008 Conference
73 S. Seidenari; A. Giannetti; G. Pellacani; C. Magnoni; C. Grana; M. Coppini "MULTIMODAL SKIN INSPECTION WITH HYBRID ACOUSTIC AND OPTICAL SPECTROSCOPIC IMAGING" 48, 2008 Other
74 C. Grana; R. Vezzani; D. Borghesani; R. Cucchiara "Compressed Domain Features Extraction for Shot Characterization" Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content, Genova, Italy, pp. 71 -80 , Dec 5, 2007 Conference
75 M. Bertini; A. Del Bimbo; C. Torniai; C. Grana; R. Cucchiara "Dynamic Pictorial Ontologies for Video Digital libraries Annotation" Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics (MS 2007), Ausburg, Germany, pp. 47 -56 , Sep 28, 2007 Conference
76 C. Grana; R. Vezzani; R. Cucchiara "Enhancing HSV Histograms with Achromatic Points Detection for Video Retrieval" Proceedings of the 6th ACM International Conference on Image and Video Retrieval (CIVR 2007), Amsterdam, The Netherlands, pp. 302 -308 , Jul 9-11, 2007 Conference
77 C. Grana; R. Cucchiara "Linear Transition Detection as a Unified Shot Detection Approach" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 17 (4), pp. 483 -489 , 2007 Journal
78 C. Grana; D. Vanini; S. Seidenari; G. Pellacani; R. Cucchiara "Network patterns recognition for automatic dermatoscopic images classification" Proceedings of SPIE Medical Imaging, vol. 6512, San Diego (CA) U.S.A., pp. 65124C-1 -65124C-9 , Feb 17-22, 2007 Conference
79 C. Grana; R. Vezzani; R. Cucchiara "Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features" Digital Libraries: Research and Development, vol. 4877, Pisa, Italy, pp. 268 -277 , Feb 13-14, 2007 Conference
80 R. Cucchiara; C. Grana; R. Vezzani "Semi-automatic Video Digital Library Annotation Tools" Post-proceedings of the Third Italian Research Conference on Digital Library Systems (IRCDL 2007), Padova, pp. 18 -21 , Jan 29-30, 2007 Conference
81 C. Grana; M. Davolio; R. Cucchiara "Similarity-Based Retrieval with MPEG-7 3D Descriptors: Performance Evaluation on the Princeton Shape Benchmark" Digital Libraries: Research and Development, vol. LNCS 4877, Pisa, Italy, pp. 308 -317 , Feb 13-14, 2007 Conference
82 M. Bertini; A. Del Bimbo; C. Torniai; C. Grana; R. Vezzani; R. Cucchiara "Sports Video Annotation Using Enhanced HSV Histograms in Multimedia Ontologies" ICIAP 2007 Workshops, Modena, Italy, pp. 160 -167 , Sep 14, 2007 Conference
83 C. Grana; D. Borghesani; R. Cucchiara "Video Shots Comparison using the Mallows Distance" Eighteenth International Workshop on Database and Expert Systems Applications, Regensburg, Germany, pp. 49 -53 , Sep 3, 2007 Conference
84 S. Seidenari; C. Grana; G. Pellacani "Colour clusters for computer diagnosis of melanocytic lesions" DERMATOLOGY, vol. 214 (2), pp. 137 -143 , 2007 Journal
85 S. Seidenari; G. Pellacani; C. Grana "Early Detection of Melanoma by Image Analysis" Bioengineering of the Skin: Skin Imaging & Analysis, Second Edition, pp. 305 -312 , 2007 Chapter in Book
86 R. Cucchiara; C. Grana; A. Prati; R. Vezzani "A Distributed Domotic Surveillance System" Intelligent Distributed Video Surveillance Systems, pp. 91 -117 , 2006 Chapter in Book
87 R. Cucchiara; C. Grana; D. Bulgarelli; R. Vezzani "A semi-automatic video annotation tool with MPEG-7 content collections" Eight IEEE International Symposium on Multimedia, San Diego, CA, USA, pp. 742 -745 , Dec 11-13, 2006 Conference
88 R. Melli; C. Grana; R. Cucchiara "Comparison of color clustering algorithms for segmentation of dermatological images" Medical Imaging 2006: Image Processing, vol. 6144, San Diego, California, USA, pp. 3S1 -3S9 , Feb 13-16, 2006 Conference
89 C. Grana; G. Pellacani; S. Seidenari; R. Cucchiara "Distance transform for automatic dermatologic images composition" Medical Imaging 2006: Image Processing, vol. 6144, San Diego, California, USA, pp. 2U1 -2U9 , Feb 13-16, 2006 Conference
90 C. Grana; R. Cucchiara; G. Pellacani; S. Seidenari "Line Detection and Texture Characterization of Network Patterns" Proceedings of International Conference on Pattern Recognition, vol. 2, Hong Kong, pp. 275 -278 , Aug 20-24, 2006 Conference
91 M. Bertini; A. Del Bimbo; C. Torniai; C. Grana; R. Cucchiara "MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences" Proceedings of the 14th ACM International Conference on Multimedia (ACM Multimedia 2006), Santa Barbara, CA, USA, pp. 787 -788 , Oct 23-27, 2006 Conference
92 C. Grana; R. Vezzani; D. Bulgarelli; R. Cucchiara "MPEG-7 Pictorially Enriched Ontologies for Video Annotation" Atti della Seconda Conferenza Italiana sui Sistemi Intelligenti, Ancona, Italy, pp. - -- , Sep 27-29, 2006 Conference
93 C. Grana; R. Vezzani; D. Bulgarelli; G. Gualdi; R. Cucchiara; M. Bertini; C. Torniai; A. Del Bimbo "PEANO: Pictorial Enriched Annotation of Video" Proceedings of the 14th ACM International Conference on Multimedia (ACM Multimedia 2006), Santa Barbara USA, pp. 793 -794 , Oct 23-27, 2006 Conference
94 C. Grana; R. Cucchiara "Performance of the MPEG-7 Shape Spectrum Descriptor for 3D objects retrieval" Second Italian Research Conference on Digital Library Management Systems, Padova, pp. - -- , Jan 27, 2006 Conference
95 C. Grana; R. Cucchiara "Sub-Shot Summarization for MPEG-7 based Fast Browsing" Proceedings of the Second Italian Research Conference on Digital Library Management Systems, Padova, pp. - -- , Jan 27, 2006 Conference
96 C. Grana; R. Vezzani; R. Cucchiara "University of Modena and Reggio Emilia at TRECVID 2006" 2006 TREC Video Retrieval Evaluation Notebook Papers and Slides, Gaithersburg, MD, USA, pp. - -- , Nov 13-14, 2006 Conference
97 C. Grana; D. Bulgarelli; R. Cucchiara "Video Clip Clustering for Assisted Creation of MPEG-7 Pictorially Enriched Ontologies" Proceedings of Second International Symposium on Communications, Control and Signal Processing, Marrakech, Marocco, pp. 904 -907 , Mar 13-15, 2006 Conference
98 G. Pellacani; C. Grana; S. Seidenari "Algorithmic reproduction of asymmetry and border cut-off parameters according to the ABCD rule for dermoscopy" JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 20 (10), pp. 1214 -1219 , 2006 Journal
99 S. Seidenari; G. Pellacani; C. Grana "Asymmetry in dermoscopic melanocytic lesion images: a computer description based on colour distribution" ACTA DERMATO-VENEREOLOGICA, vol. 86 (2), pp. 123 -128 , 2006 Journal
100 S. Seidenari; G. Pellacani; C. Grana "Automated Assessment of Pigment Distribution and Color Areas for Melanoma Diagnosis" Handbook of non-invasive methods and the skin, pp. 135 -144 , 2006 Chapter in Book
101 C. Grana; G. Pellacani; S. Seidenari "Practical Color Calibration for Dermatoscopic Images" Handbook of non-invasive methods and the skin, pp. 653 -664 , 2006 Chapter in Book
102 R. Cucchiara; A. Prati; C. Grana; R. Vezzani "FREE Surveillance in a pRivacy respectFul way" 24, 2006 Other
103 R. Cucchiara; C. Grana; A. Prati; R. Vezzani "A computer vision system for in-house video surveillance" IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING, vol. 152 (2), pp. 242 -249 , 2005 Journal
104 C. Grana; G. Tardini; R. Cucchiara "Adaptation and Annotation of Formula 1 Sport Videos" Post-proceedings of the First Italian Research Conference on Digital Library Management Systems, Padova, pp. 85 -90 , Jan 28, 2005 Conference
105 C. Grana; G. Tardini; R. Cucchiara "MPEG-7 Compliant Shot Detection in Sport Videos" Seventh IEEE International Symposium on Multimedia, Irvine, pp. 395 -402 , Dec 12-14, 2005 Conference
106 Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "Probabilistic posture classification for human-behavior analysis" IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, vol. 35 (1), pp. 42 -54 , 2005 Journal
107 G. Tardini; C. Grana; R. Marchi; R. Cucchiara "Shot detection and motion analysis for automatic MPEG-7 annotation of sports videos" Image Analysis and Processing ICIAP 2005, vol. LNCS 3617, Cagliari, Italy, pp. 653 -660 , Sep 6-8, 2005 Conference
108 R. Cucchiara; C. Grana; G. Tardini "Shot Detection for Formula 1 Video Digital Libraries" AVIVDiLib'05 Proceedings, Cortona (AR), Italy, pp. 131 -140 , May 4-6, 2005 Conference
109 Y. Zhai; J. Liu; X. Cao; A. Basharat; A. Hakeem; S. Ali; M. Shah; C. Grana; R. Cucchiara "Video understanding and content-based retrieval" 2005 TREC Video Retrieval Evaluation Notebook Papers and Slides, Gaithersburg, MD, pp. - -- , Nov 14-15, 2005 Conference
110 S. Seidenari; G. Pellacani; C. Grana "Colors in atypical nevi: a computer description reproducing clinical assessment" SKIN RESEARCH AND TECHNOLOGY, vol. 11 (1), pp. 36 -41 , 2005 Journal
111 G. Pellacani; A.M. Cesinaro; C. Longo; S. Bassoli; C. Grana; S. Seidenari "In Vivo Confocal Microscopy of Melanocytic Lesions Improves Diagnostic Accuracy for Melanoma" 35th Annual European Society for Dermatological Research (ESDR) Meeting 2224 September 2005, Tbingen, Germany, JOURNAL OF INVESTIGATIVE DERMATOLOGY, vol. 125, Tbingen, Germany, pp. A72 -A72 , Sep 2224, 2005 Abstract in Journal
112 G. Pellacani; AM Cesinaro; C. Longo; C. Grana; S. Seidenari "Microscopic in vivo description of cellular architecture of dermoscopic pigment network in nevi and melanomas" ARCHIVES OF DERMATOLOGY, vol. 141, pp. 147 -154 , 2005
DOI: 10.1001/archderm.141.2.147 Journal
113 S. Seidenari; G. Pellacani; C. Grana "Pigment distribution in melanocytic lesion images: a digital parameter to be employed for computer-aided diagnosis" SKIN RESEARCH AND TECHNOLOGY, vol. 11 (4), pp. 236 -241 , 2005 Journal
114 C. Grana; G. Pellacani; S. Seidenari "Practical color calibration for dermoscopy, applied to a digital epiluminescence microscope" SKIN RESEARCH AND TECHNOLOGY, vol. 11 (4), pp. 242 -247 , 2005 Journal
115 G. Pellacani; C. Grana; R. Cucchiara; S. Seidenari "Automated extraction and description of dark areas in surface microscopy melanocytic lesion images" DERMATOLOGY, vol. 208 (1), pp. 21 -26 , 2004 Journal
116 C. Grana; G. Pellacani; S. Seidenari; R. Cucchiara "Color Calibration for a Dermatological Video Camera System" Proceedings of the 17th International Conference on Pattern Recognition, vol. 3, Cambridge, UK, pp. 798 -801 , Aug 23-26, 2004 Conference
117 R. Cucchiara; C. Grana; G. Tardini; R. Vezzani "Probabilistic People Tracking for Occlusion Handling" Proceedings of the 17th International Conference on Pattern Recognition, vol. 1, Cambridge, UK, pp. 132 -135 , Aug 23-26, 2004 Conference
118 Cucchiara, Rita; Grana, Costantino; Prati, Andrea "Semantic Transcoding of Videos by using Adaptive Quantization" WANGJ WANGL JSH XUKAN, vol. 5, pp. 31 -39 , 2004 Journal
119 R. Cucchiara; C. Grana; G. Tardini "Track-based and object-based occlusion for people tracking refinement in indoor surveillance" Proceedings of the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, New York, pp. 81 -87 , Oct 15-16, 2004 Conference
120 R. Cucchiara; C. Grana; A. Prati; G. Tardini; R. Vezzani "Using computer vision techniques for dangerous situation detection in domotic applications" IEE Symposium on Intelligent Distributed Surveillance Systems, Londra, pp. 1 -5 , Feb 23, 2004 Conference
121 S. Seidenari; G. Pellacani; A. Martella; C. Grana "A computer description of asymmetry in melanocytic lesion images based on color distribution" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl.2, Florence, Italy, pp. 513 -513 , Nov 17-21, 2004 Abstract in Journal
122 G. Pellacani; C. Grana; S. Seidenari "Automated description of colours in polarized-light surface microscopy images of melanocytic lesions" MELANOMA RESEARCH, vol. 14 (2), pp. 125 -130 , 2004 Journal
123 S. Seidenari; G. Pellacani; A. Martella; C. Grana "Colors in atypical nevi: a computer description reproducing clinical assessment" Abstracts of the 13th Congress of the European Academy of Dermatology and Venereology, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl. 2, Florence, Italy, pp. 499 -499 , Nov 17-21, 2004 Abstract in Journal
124 S. Seidenari; G. Pellacani; C. Grana "Computer Description Of Colors In Dermoscopic Melanocytic Lesion Images Reproducing Clinical Assessment" Abstracts of the 3rd Research Meeting on Melanoma for Dermatologists, Surgeons, Medical and Experimental Oncologists, MELANOMA RESEARCH, vol. 14 (2), Milano, pp. S36 -S37 , May 26-27, 2004 Abstract in Journal
125 G. Pellacani; A.M. Cesinaro; C. Longo; C. Grana; S. Seidenari "Differential diagnosis between spitz nevi and melanomas by means of in-vivo confocal microscopy" Abstracts of the 13th Congress of the European Academy of Dermatology and Venereology, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl. 2, Florence, Italy, pp. 499 -499 , Nov 17-21, 2004 Abstract in Journal
126 G. Pellacani; A.M. Cesinaro; C. Longo; C. Grana; S. Seidenari "Improving melanoma diagnosis by means of in vivo confocal laser microscopy" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl. 2, Florence, Italy, pp. 499 -499 , Nov 17-21, 2004 Abstract in Journal
127 G. Pellacani; A.M. Cesinaro; C. Grana; S. Seidenari "In vivo confocal scanning laser microscopy of pigmented Spitz nevi: Comparison of in vivo confocal images with dermoscopy and routine histopathology" JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, vol. 51 (3), pp. 371 -376 , 2004 Journal
128 G. Pellacani; C. Grana; A. Martella; S. Seidenari "The A and B Parameters Of The Abcd Rule Of Dermoscopy: The Computer Point Of View" Abstracts of the 3rd Research Meeting on Melanoma for Dermatologists, Surgeons, Medical and Experimental Oncologists, MELANOMA RESEARCH, vol. 14 (2), Milano, pp. S36 -S36 , May 26-27, 2004 Abstract in Journal
129 R. Cucchiara; A. Prati; C. Grana; R. Vezzani "DELOS: a Network of Excellence on Digital Libraries" 48, 2004 Other
130 R. Cucchiara; C. Grana; A. Prati; R. Vezzani "A Hough transform-based method for radial lens distortion correction" Proceedings of the 12th International Conference on Image Analysis and Processing, Mantova, Italy, pp. 182 -187 , Sep 17-19, 2003 Conference
131 C. Grana; G. Pellacani; R. Cucchiara; S. Seidenari "A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions" IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 22 (8), pp. 959 -964 , 2003 Journal
132 R. Cucchiara; C. Grana; A. Prati; F. Vigetti; M. Piccardi "Camera-car Video Analysis for Steering Wheel's Tracking" Proceedings of 1st International Workshop on In-Vehicle Cognitive Computer Vision Systems, Graz, Austria, pp. 36 -43 , Apr 3, 2003 Conference
133 R. Cucchiara; C. Grana; A. Prati; R. Vezzani "Computer Vision Techniques for PDA Accessibility of In-House Video Surveillance" First ACM SIGMM international workshop on Video surveillance, Berkeley, California, pp. 87 -97 , Nov 2-8, 2003 Conference
134 R. Cucchiara; C. Grana; M. Piccardi; A. Prati "Detecting moving objects, ghosts, and shadows in video streams" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 25 (10), pp. 1337 -1342 , 2003 Journal
135 C. Grana; G. Pellacani; S. Seidenari; R. Cucchiara "Image Representation and Retrieval with Topological Trees" Image: E-Learning, Understanding, Information Retrieval and Medical Proceedings of the First International Workshop, Cagliari, Italy, pp. 112 -122 , Jun 9-10, 2003 Conference
136 R. Cucchiara; C. Grana; A. Prati "Semantic video transcoding using classes of relevance" INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, vol. 3 (1), pp. 145 -169 , 2003 Journal
137 G. Pellacani; C. Grana; A. Martella; S. Seidenari "Border cut-off in dermoscopic images of melanocytic lesions: computer evaluation and comparison with clinical assessment" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 17 suppl. 3, Barcellona, Spagna, pp. 201 -201 , Oct 15-18, 2003 Abstract in Journal
138 G. Pellacani; C. Grana; A. Martella; S. Seidenari "Comparison between two methods for automated extraction and description of dark areas in dermoscopic images" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 17 suppl. 3, Barcellona, Spagna, pp. 131 -131 , Oct 15-18, 2003 Abstract in Journal
139 S. Seidenari; G. Pellacani; C. Grana "Computer description of colours in dermoscopic melanocytic lesion images reproducing clinical assessment" BRITISH JOURNAL OF DERMATOLOGY, vol. 149 (3), pp. 523 -529 , 2003 Journal
140 R. Cucchiara; C. Grana; A. Prati "A Framework for Semantic Video Transcoding" Atti dell'Ottavo Convegno Associazione Italiana per l'Intelligenza Artificiale, Siena, Italy, pp. 637 -644 , Sep 10-13, 2002 Conference
141 R. Cucchiara; C. Grana; A. Prati; S. Seidenari; G. Pellacani "Building the Topological Tree by Recursive FCM Color Clustering" Proceedings of the 16th International Conference on Pattern Recognition, vol. 1, Quebec City, Canada, pp. 759 -762 , Aug 11-15, 2002 Conference
142 R. Cucchiara; C. Grana; A. Prati "Detecting Moving Objects and their Shadows: An Evaluation with the PETS2002 Dataset" Proceedings of the Third IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS2002), Copenhagen, Denmark, pp. 18 -25 , Jun 1, 2002 Conference
143 S. Seidenari; G. Pellacani; C. Grana; R. Cucchiara "Development of a new program for image analysis of digital videomicroscopic images of pigmented skin lesions" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 16 suppl. 1, Praga, Repubblica Ceca, pp. 188 -188 , Oct 2-6, 2002 Abstract in Journal
144 R. Cucchiara; C. Grana; S. Seidenari; G. Pellacani "Exploiting color and topological features for region segmentation with recursive fuzzy c-means" MACHINE GRAPHICS & VISION, vol. 11 (2/3), pp. 169 -182 , 2002 Journal
145 R. Cucchiara; C. Grana; M. Piccardi "Iterative fuzzy clustering for detecting regions of interest in skin lesions" AIIA NOTIZIE, vol. 15, pp. 36 -39 , 2002 Journal
146 R. Cucchiara; C. Grana; A. Prati "Semantic Transcoding for Live Video Server" Proceedings of the tenth ACM international conference on Multimedia, Juan-les-Pins, France, pp. 223 -226 , Dec 1-6, 2002 Conference
147 R. Cucchiara; C. Grana "Using the Topological Tree for skin lesion structure description" Knowledge-based Intelligent Information Engineering Systems & Allied Technologies, Podere d'Ombriano, Crema, Italy, pp. 166 -170 , Sep 16-18, 2002 Conference
148 G. Pellacani; C. Grana; S. Seidenari "Comparison between computer elaboration and clinical assessment of asymmetry and border cut-off in melanoma images" Issue 6, EXPERIMENTAL DERMATOLOGY, vol. 11, Graz, Austria, pp. 609 -609 , Nov 8-9, 2002 Abstract in Journal
149 G. Pellacani; C. Grana; S. Seidenari "Comparison between computer elaboration and clinical assessment of asymmetry and border cut-off in melanoma images" EXPERIMENTAL DERMATOLOGY, vol. 11, pp. 609 -609 , 2002 Journal
150 R. Cucchiara; C. Grana; M. Piccardi; A. Prati "Detecting objects, shadows and ghosts in video streams by exploiting color and motion information" Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, pp. 360 -365 , Sep 26-28, 2001 Conference
151 R. Cucchiara; C. Grana; M. Piccardi; A. Prati; S. Sirotti "Improving shadow suppression in moving object detection with HSV color information" IEEE Conference on Intelligent Transportation Systems, Oakland, CA, pp. 334 -339 , Aug 25-29, 2001 Conference
152 R. Cucchiara; C. Grana; M. Piccardi "Iterative fuzzy clustering for detecting regions of interest in skin lesions" Atti del Workshop su "Intelligenza Artificiale, Visione e Pattern Recognition", Bari, pp. 31 -38 , Sep 24, 2001 Conference
153 R. Cucchiara; C. Grana; G. Neri; M. Piccardi; A. Prati "The Sakbot system for moving object detection and tracking" Proceedings of 2nd European Workshop on Advanced Video-Based Surveillance Systems, Kingston upon Thames, UK, pp. 159 -171 , Sep 4, 2001 Conference
154 R. Cucchiara; C. Grana; G. Neri; M. Piccardi; A. Prati "The Sakbot system for moving object detection and tracking" Video-Based Surveillance Systems: Computer Vision and Distributed Processing, pp. 145 -158 , 2001 Chapter in Book
155 S. Seidenari; G. Pellacani; A. Martella; C. Grana "Automatic digital image analysis of pigmented skin lesion: development of a new program for geometric feature description" -, MELANOMA RESEARCH, vol. 11 suppl. 1, Venice, Italy, pp. S94 -S94 , Feb 28 - Mar 3, 2001 Abstract in Journal
156 S. Seidenari; G. Pellacani; C. Grana "Lanalisi dimmagine: geometrie, colori e tessiture. Lesperienza di Modena" Atti del Primo Congresso Nazionale Unificato di Dermatologia e Venereologia ADOI-SIDEV, vol. -, Roma, pp. 178 -178 , Jun 11-15, 2001 Conference Abstract
157 A. Prati; I. Mikic; C. Grana; M.M. Trivedi "Shadow detection algorithms for traffic flow analysis: a comparative study" Proceedings of ITSC 2001, Oakland, CA, USA, pp. 340 -345 , Aug 25-29, 2001 Conference
158 R. Cucchiara; C. Grana; M. Piccardi; A. Prati "Statistic and knowledge-based moving object detection in traffic scenes" Proceedings of the 3rd IEEE Conference on Intelligent Transportation Systems, Dearborn, MI, USA, pp. 27 -32 , Oct 1-3, 2000 Conference
159 S. Seidenari; A. Martella; C. Grana; G. Pellacani "Analisi computerizzata di immagini digitali di lesioni pigmentate cutanee: sviluppo di un nuovo software e descrizione dei parametri geometrici" Atti della IV Conferenza internazionale Melanoma: dalla biologia alla clinica, vol. -, Forl, Italy, pp. 12 -12 , Sep 26-28, 2000 Conference Abstract
160 C. Grana "Analisi di sequenze di immagini per sorveglianza e controllo del traffico" ATTI della Scuola IAPR-IC "La Visione delle Macchine 2000", vol. ., Modena, Italy, pp. 33 -36 , Oct 23-27, 2000 Conference Abstract
161 S. Seidenari; A. Martella; C. Grana; G. Pellacani "Sviluppo di un nuovo programma per la descrizione numerica delle lesioni pigmentate: il modulo delle geometrie" Atti del XXXIX Congresso nazionale Associazione Dermatologi Ospedalieri Italiani, vol. -, Vieste (FG), Italy, pp. 88 -88 , Sep 13-16, 2000 Conference Abstract