Daniela Giorgi
Institute of Information Science and Technologies "Alessandro Faedo" (ISTI)
National Research Council (CNR)
Via G. Moruzzi, 1
56124 Pisa, ITALY
Email: daniela.giorgi@isti.cnr.it
Phone: +39 050 6213126
About me
Since June 2018, I am a researcher at the Visual Computing Lab at ISTI-CNR, in Pisa. My research interests include 3D shape analysis, computational geometry and topology, computer graphics, computer vision, healthcare applications.
Employment history
Formerly, I was a researcher at the Signal and Images Lab at ISTI-CNR (Mar 2012 - May 2018), and a researcher at the Shape and Semantics Modeling Group at IMATI-CNR, in Genoa (Mar 2006 - Feb 2012) .
Education
I got a PhD in Computational Mathematics from the University of Padua in 2006, and a Laurea Degree in Mathematics from the University of Bologna in 2002.
News
2018
- Our digital fabrication paper Metamolds: Computational design of silicone molds was presented at SIGGRAPH, Aug 2018
- Invited lecture: Geometry and Topology for 3D Data Analysis, Workshop on Computational Topology in Imaging, SIAM Summer School on Mathematics in Imaging Science, University of Bologna, May 2018
- PhD course on Shape Analysis and Geometry Processing, Dept. of Mathematics and Dept. of Computer Science, University of Pisa, Mar - Jun 2018
Publications (selected)
- T. Alderighi, L. Malomo, D. Giorgi, N. Pietroni, B. Bickel, P. Cignoni: Metamolds: Computational design of silicone molds, ACM Transactions on Graphics 37(4), SIGGRAPH 2018
- S. Colantonio, G. Coppini, D. Giorgi, M.A. Morales, M.A. Pascali: Computer Vision for Ambient Assisted Living, in: Computer Vision for Assistive Healthcare, Elsevier Book, edited by M. Leo and G.M. Farinella, ISBN: 9780128134450, 2018
- A. Danielis, D. Giorgi, M. Larsson, T. Stromberg, S. Colantonio, O. Salvetti: Lip segmentation based on Lambertian shadings and morphological operators for hyper-spectral images, Pattern Recognition 63, pp. 355-370, 2017
- D. Giorgi, M. A. Pascali, P. Henriquez, B. J. Matuszewski, S. Colantonio, O. Salvetti: Persistent homology to analyse 3D faces and assess body weight gain, The Visual Computer 33(5), pp 549-563, 2017
- P. Henriquez, B. J. Matuszewski, Y. Andreu-Cabedo, L. Bastiani, S. Colantonio, G. Coppini, M. D’Acunto, R. Favilla, D. Germanese, D. Giorgi, et al.: Mirror mirror on the wall... an unobtrusive intelligent multisensory mirror for well-being status selfassessment and visualization, IEEE Transactions on Multimedia 19(7), pp. 1467 - 1481, IEEE, 2017
- S. Biasotti, A. Cerri, M. Aono, A. Ben Hamza, V. Garro, A. Giachetti, D. Giorgi, et al.: Retrieval and classification methods for textured 3D models: a comparative study, The Visual Computer 32(2), pp. 217-241, 2016
- M. A. Pascali, D. Giorgi, L. Bastiani, E. Buzzigoli, P. Henriquez, B. J. Matuszewski, M.-A. Morales, S. Colantonio: Face morphology: Can it tell us something about body weight and fat?, Computers in biology and medicine 76, pp. 238-249, 2016
- Y. Andreu, F. Chiarugi, S. Colantonio, G. Giannakakis, D. Giorgi, et al.: Wize Mirror – a smart, multisensory cardio-metabolic risk monitoring system, Computer Vision and Image Understanding 148, pp. 3-22, 2016
- S. Colantonio, G. Coppini, D. Germanese, D. Giorgi, M. Magrini, P. Marraccini, M. Martinelli, M.-A. Morales, M. A. Pascali, G. Raccichini, M. Righi, O. Salvetti: A smart mirror to promote a healthy lifestyle, Biosystems Engineering 138, pp. 33-43, 2015
- S. Biasotti, B. Falcidieno, D. Giorgi, M. Spagnuolo: Mathematical tools for shape analysis and description, Synthesis Lectures on Computer Graphics and Animation, Morgan & Claypool Publishers, ISBN: 9781627053631, 2014
- S. Biasotti, A. Cerri, D. Giorgi, M. Spagnuolo: PHOG: photometric and geometric functions for textured shape retrieval, Computer Graphics Forum 32(5), pp. 13-22, 2013
- B. Bonev, F. Escolano, D. Giorgi, S. Biasotti: Information-theoretic selection of high-dimensional spectral features for structural recognition, Computer Vision and Image Understanding 117(3), pp. 214-228, 2013
- S. Biasotti, B. Falcidieno, D. Giorgi, M. Spagnuolo: The Hitchhiker’s guide to the galaxy of mathematical tools for shape analysis, Proceedings ACM SIGGRAPH 2012 Courses, article n. 17, 2012
- S. Biasotti, A. Cerri, P. Frosini, D. Giorgi: A new algorithm for computing the 2-dimensional matching distance between size functions, Pattern Recognition Letters 32(14), 2011
- D. Giorgi, P. Frosini, M. Spagnuolo, B. Falcidieno: 3D relevance feedback via multilevel relevance judgements, The Visual Computer 26(10), pp. 1321-1338, 2010
- D. Giorgi, M. Mortara, M. Spagnuolo: 3D shape retrieval based on best view selection, Proceedings ACM 3DOR 2010 - ACM workshop on 3D object retrieval, pp. 9 - 14, 2010
- M. Attene, D. Giorgi, M. Ferri, B. Falcidieno: On converting sets of tetrahedra to combinatorial and PL manifolds, Computer Aided Geometric Design 26(8), 2009
- M. Reuter, S. Biasotti, D. Giorgi, G. Patanè, M. Spagnuolo: Discrete Laplace-Beltrami operators for shape analysis and segmentation, Computers & Graphics 33, pp. 381:390, 2009
- S. Biasotti, L. De Floriani, B. Falcidieno, P. Frosini, D. Giorgi, C. Landi, L. Papaleo, M. Spagnuolo: Describing shapes by geometrical-topological properties of real functions, ACM Computing Surveys 40(4), pp. 12:1-87, 2008
- S. Biasotti, D. Giorgi, M. Spagnuolo, B. Falcidieno: Reeb graphs for shape analysis and applications, Theoretical Computer Science 392(1-3), pp. 5-22, 2008
- S. Biasotti, D. Giorgi, M. Spagnuolo, B. Falcidieno: Size functions for comparing 3D models, Pattern Recognition 41(9), pp. 2855-2873, 2008
- S. Biasotti, A. Cerri, P. Frosini, D. Giorgi, C. Landi: Multidimensional size functions for shape comparison, Journal of Mathematical Imaging and Vision 32, pp. 161-179, 2008
- S. Biasotti, B. Falcidieno, P. Frosini, D. Giorgi, C. Landi, S. Marini, G. Patanè, M. Spagnuolo: 3D shape description and matching based on properties of real functions, EUROGRAPHICS 2007 Tutorial Notes, pp. 1025-1074, The Eurographics Association, 2007
- Cerri, M. Ferri, D. Giorgi: Retrieval of trademark images by means of size functions, Graphical Models 68(5), pp. 451-471, 2006