Curriculum Vitae. Last update on September, 5th Personal information. Place of birth. Date of birth June, 5th Contacts

Transcription

1 Curriculum Vitae Last update on September, 5th 2013 Personal information First name / Surname Nationality Place of birth Nicoletta Noceti Italian Genova Date of birth June, 5th 1979 Contacts Address via Dodecaneso 35, I-1646 Genova ITALY Phone number Fax number nicoletta.noceti@unige.it Education PhD April, 29th 2010 DISI, Dipartimento di Informatica e Scienze dell Informazione, Univesità degli Studi di Genova PhD in Computer Science (XXII ciclo) Thesis title: Learning to classify visual dynamic cues Thesis advisor: Dott. Francesca Odone

2 University March, 23rd 2006 DISI, Dipartimento di Informatica e Scienze dell Informazione, Università degli Studi di Genova Laurea degree (cum laude) Thesis title: Metodi per l estrazione di caratteristiche puntuali in immagini invarianti per scala ( Methods for scale-invariant local features extraction for images ) Thesis advisors: Prof. Alessandro Verri, Dott. Francesca Odone School June, 1998 Istituto Tecnico Coomerciale Statale Eugenio Montale, Genova High school degree, score 58/60 Positions June Current Research associate at DIBRIS (Università di Genova), title of the project Estrazione di informazioni dinamiche da sequenze di immagini ( Extraction of dynamic information from sequences of images ), financed by University of Genova, in collaboration with IIT June, June, 2013 Research associate at DIBRIS (Università di Genova), title of the project Estrazione di informazioni dinamiche da sequenze di immagini ( Extraction of dynamic information from sequences of images ), financed by University of Genova January, June 2012 Research associate at DISI (Università di Genova), title of the project Metodi di analisi video di ausilio a disabili visivi ( Video analysis methods to support visually impaired people ), co-financed by the University of Genova and CARIGE November, January, 2009 Visiting student at IDIAP Research Institute, Martigny, Switzerland, to work under the supervision of Dott. Barbara Caputo at the analysis of methods to extract temporal descriptors from videos in the context of robotic applications PhD student at DISI (Università di Genova, ciclo XXII) within the SlipGURU group, under the supervision of Dott. Francesca Odone. PhD project: Learning to classify visual dynamic cues

3 August- December, 2006 Research grant at DISI (Università di Genova) within the SlipGURU group, under the supervision of Francesca Odone, financed within the project Health-e-Child (EU Integrated project) Research interests My research activity is mainly focused on image and video analysis and understanding. I am interested in the study, the design and the development of Computer Vision techniques combined with statistical learning from examples for action and event analysis, behavior modeling, object recognition and scene understanding. More details can be found at Research projects EU VIIFP SAFEPOST Programma Operativo Regionale POR-FESR (regione Liguria) Actions representations and their impairement Funding: Compagnia San Paolo Study and development of low cost video-based systems to support visually impaired users (Riconoscersi e riconoscere: strumenti tecnologici di ausilio visivo) Funding: fondazione CARIGE Sintesis - Sistema INTEgrato per la Sicurezza ad Intelligenza distribuita Distretto Tecnologico Ligurua SIIT - Area tematica: sicurezza funding: MIUR-L Health-e-Child Funding: EU Integrated Project Publications 2013 S.R. Fanello, N.Noceti, G.Metta, F.Odone Multiclass image classification: sparsity does it better Proc. of VISAPP L.Zini, N.Noceti, F.Odone Precise people counting in real time Proc. of ICIP

4 A.Staglianò, N.Noceti, A.Verri, F.Odone Background modeling through dictionary learning Proc. of ICIP G.Fusco, L.Zini, N.Noceti, F.Odone Structured multi-class feature selection for effective face recognition Proc. of ICIAP N.Noceti, L.Balduzzi, F.Odone What epipolar geometry can do for video-surveillance Proc. of ICIAP 2012 G. Fusco, N. Noceti, F. Odone Combining retrieval and classification for real-time face recognition Proc. of AVSS P. Lanza, N.Noceti, C. Maddaloni, A. Toma, L. Zini, F. Odone A vision-based navigation facility for planetary entry descent landing Proc. of CVVT-ECCV N. Noceti, F. Odone Learning common behaviors from large sets of unlabeled temporal series Inn IMAVIS 2011 C. Castellini, T. Tommasi, N. Noceti, F. odone, B. Caputo Using object affordances to improve object recognition In IEEE Transactions on Autonomous Mental Development N.Noceti, M.Santoro, F.Odone Learning behavioral patterns of time series for video surveillance (book chapter) In Machine Learning for Vision-Based Motion Analysis, Springer 2010 A. Barla, L. Baldassarre, N. Noceti, F. Odone Learning how to grasp objects In ESANN N. Noceti, F.Odone Unsupervised video surveillance In ACCV-VS L.Zini, N. Noceti, F.Odone An adaptive video surveillance architecture for behavior analysis In Proc. of EuroGraphics ITalian chapter conference (EG-IT)

5 N. Noceti, F. Odone Knowledge extraction for video analysis Technical Report, DISI-TR N. Noceti, C. Castellini, B. Caputo, F. Odone VMGdB - Contanct Visuo Motor Grasping database Technical Report, DISI-TR N. Noceti, B. Caputo, C. Castellini, L. Baldassarre, A. Barla, L. Rosasco, F. Odone, G. Sandini Towards a theoretical framework for learning multi-modal patterns for embodied agents In ICIAP N. Noceti, A. Destrero, A. Lovato, F. Odone Combined motion and appearance models for robust object tracking in real-time In AVSS N. Noceti, E. Delponte, F. Odone Spatio-temporal constraints for on-line 3D object recognition in videos In Computer Vision and Image Understanding (CVIU) N. Noceti, F. Odone Towards an unsupervised framework for behavior analysis In Proc. of Workshop on Pattern Recognition and Artificial Intelligence for Human Behavior Analysis (PRAI*HBA) 2008 N. Noceti, M. Santoro, F. Odone String-based Spectral Clustering for Understanding Human Behaviours In THEMIS-BMVC N. Noceti, M. Santoro, F. Odone Unsupervised Learning of Behavioural Patterns for Video- Surveillance In ECCV-MLVMA 2007 E. Delponte, N. Noceti, F. Odone, A. Verri Spatio-temporal constraints for matching view-based descriptions of 3D objects In WIAMIS

6 E. Delponte, N. Noceti, F. Odone, A. Verri Appearance-based 3D object recognition with time-invariant features In ICIAP E. Delponte, N. Noceti, F. Odone, A. Verri The importance of continuous view for real-time 3D objects recognition In ICCV-3dRR Teaching University master (DITEN, Scuola Telecomunicazioni FF.AA. STELMILIT) [2013] II level Master s degree Progettisti di Sistemi Informatici. Course: Ingegneria del Software (Software engineering), 20h, (lecturers: Maura Cerioli, Nicoletta Noceti) PhD courses (DIBRIS) [2013] Regularization methods for High Dimensional Learning (PhD Course organized by the PhD Program in Computer Science within the PhD School in Sciences and Technologies for Information and Knowledge (STIC) and the PhD School in Life and Humanoid Technologies). Lab. assistance (6h) University courses (DIBRIS) [a.a. 2013/2014] Computer Vision (Laurea magistrale EMARO- Robotica) 15h, (lecturers: Francesca Odone e Fabio Solari). [a.a. 2013/2014] Computer Vision (Laurea Specialistica in Informatica) Laboratori (TBD) (lecturer: Francesca Odone). [a.a. 2012/2013] Computer Vision (Laurea Specialistica in Informatica) Laboratori (6h) (lecturer: Francesca Odone). [a.a. 2012/2013] Laboratorio Specialistico (Laurea Specialistica in Informatica) I contributed to support Nikolas De Giorgis in a small project for an analysis on the use of stereo pairs within background modeling (titolare Maurizio Martelli).

7 University courses (DISI) [a.a. 2009/2010] Visione Computazionale (corso di laurea triennale e specialistica in Informatica), lezioni frontali (8h), laboratori (22h) (lecturer: Francesca Odone) [a.a. 2008/2009] Laboratorio Specialistico (Laurea Specialistica in Informatica) I contributed to support Sonia Menocci in a small project for the analysis of the dynamic of traffic scenarios (lecturer: Vittoria Gianuzzi). [a.a. 2008/2009] Visione Computazionale (corso di laurea triennale e specialistica in Informatica), lezioni frontali (8h), laboratori (22h) (lecturer: Francesca Odone) [a.a. 2007/2008] Visione Computazionale (corso di laurea triennale e specialistica in Informatica), lezioni frontali (6h), laboratori (22h) (lecturer: Francesca Odone) [a.a. 2006/2007] Visione Computazionale (corso di laurea triennale e specialistica in Informatica), lezioni frontali (2h), laboratori (6h) (lecturer: Francesca Odone) Thesis (DISI) Sonia Menocci, Rilevamento di landmark in fase di entry descent and landing, Laurea Specialistica (2010) Valentina Russo, Stima della pendenza di superfici da immagini in fase di entry descent and landing, Laurea Specialistica (2010) Claudio Bergero, Filtri dinamici per l inseguimento di oggetti, Laurea Specialistica (2010) Matteo Fragale, Video tracking in ambienti notturni, Laurea triennale (2010) Alessandro Berti Pagani, Analisi di sequenze video per l identificazione di eventi pericolosi, Laurea (2009) Maddalena Strumia, Metodi di inseguimento basati su apparenza: implementazione ed analisi, Laurea (2008) Sonia Menocci, Feature locali per l analisi video, Laurea (2007) Alessandra Staglianò, Segmentazion dello sfondo usando modelli codebook, Laurea (2007) Luca Zini, Studio ed implementazione di metodi robusti per l inseguimento di oggetti in movimento, Laurea (2007)

8 Collaborations I collaborate with IMAVIS S.r.L., THALES ALENIA SPACE (Finmeccanica group), IIT, the IDIAP research institute Organization of events I have been involved in the organization of the workshop A journey through computation (Genova, 2007), and the PhD School VISMAC 2012, financed by GIRPR. Revision activity I have been reviewer for IEEE/RSJ Inernational Conference on Intelligent Robots and Systems (IROS), the Springer book Machine Learning for Vision-Based Motion Analysis, Eurographics and Machine Vision and Application journal.