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Italiano

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Insegnamenti

Federico PERNICI

Ruolo attuale:: Ricercatore Legge 240/10 a tempo determinato
SSD:: ING-INF/05 - Sistemi di elaborazione delle informazioni
Afferenza organizzativa:: Dipartimento di Ingegneria dell'Informazione

Recapiti

	0552758545
	federico.pernici(AT)unifi.it

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Modifica Programma Lezione 27-03-2024

Aggiornamento Lezione: La lezione di oggi 27-03-2024 è posticipata a causa di un Consiglio di Dipartimento. Riprenderemo il 11-04-2024, 14:00-17:00, Aula 106. Il recupero è previsto negli slot disponibili. Saluti Federico Pernici

Federico PERNICI

Pubblicazioni

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Tesi di Dottorato

Biondi, Niccolo; Pernici, Federico; Bruni, Matteo; Del Bimbo, Alberto (2023). CoReS: Compatible Representations via Stationarity. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 45, pp. 9567-9582, ISSN:0162-8828 DOI

Biondi Niccolo, Pernici Federico, Bruni Matteo, Mugnai Daniele, Alberto Del Bimbo (2022). CL2R: Compatible Lifelong Learning Representations. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, pp. 0-0, ISSN:1551-6857 DOI Accesso ONLINE all'editore

Tommaso Barletti; Niccolo Biondi; Federico Pernici; Matteo Bruni; Alberto Del Bimbo (2022). Contrastive Supervised Distillation for Continual Representation Learning. TRANSACTIONS ON PATTERN LANGUAGES OF PROGRAMMING, vol. 13231 LNCS, pp. 597-609, ISSN:1869-6015 DOI

Mugnai, Daniele, Federico Pernici, Francesco Turchini, Alberto Del Bimbo (2021). Fine-Grained Adversarial Semi-supervised Learning. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, pp. 0-0, ISSN:1551-6857 DOI

Mugnai D.; Pernici F.; Turchini F.; Del Bimbo A. (2021). Soft Pseudo-labeling Semi-Supervised Learning Applied to Fine-Grained Visual Classification. In: 25th International Conference on Pattern Recognition Workshops, ICPR 2020, 2021, Springer Science and Business Media Deutschland GmbH, vol. 12664, pp. 102-110, ISBN:978-3-030-68798-4 DOI

Pernici F.; Bruni M.; Baecchi C.; Bimbo A.D. (2021). Regular Polytope Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, vol. PP, pp. 1-15, ISSN:2162-237X DOI

Federico Pernici; Matteo Bruni; Claudio Baecchi; Francesco Turchini; Alberto Del Bimbo (2020). Class-incremental Learning with Pre-allocated Fixed Classifiers. In: 25th International Conference on Pattern Recognition, Springer, pp. 0-0. Accesso ONLINE all'editore

Innocenti S.U.; Becattini F.; Pernici F.; Del Bimbo A. (2020). Temporal binary representation for event-based action recognition. In: 25th International Conference on Pattern Recognition, ICPR 2020, ita, 2021, Institute of Electrical and Electronics Engineers Inc., pp. 10426-10432, ISBN:978-1-7281-8808-9 DOI

Pernici, Federico; Bruni, Matteo; Del Bimbo, Alberto (2020). Self-supervised on-line cumulative learning from video streams. COMPUTER VISION AND IMAGE UNDERSTANDING, pp. 0-0, ISSN:1077-3142 DOI Accesso ONLINE all'editore

Bartoli F.; Pernici F.; Bruni M.; Del Bimbo A. (2019). Incremental Learning of People Identities. In: 24th Iberoamerican Congress on Pattern Recognition, CIARP 2019, cub, 2019, Springer, vol. 11896, pp. 3-15. DOI

del Bimbo A.; Pernici F.; Bruni M.; Bartoli F. (2019). Identity recognition by incremental learning. In: 11th International Conference on Multimedia and Network Information Systems, MISSI 2018, pol, 2018, Springer International Publishing, vol. 833, pp. 3-4, ISBN:978-3-319-98678-4 DOI Accesso ONLINE all'editore

Pernici Federico, Bruni Matteo, Baecchi Claudio, Del Bimbo Alberto (2019). Maximally Compact and Separated Features with Regular Polytope Networks. In: Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Long Beach, CA, USA, 16-20 June 2019, IEEE, pp. 46-53. Accesso ONLINE all'editore

Federico Pernici; Federico Bartoli; Matteo Bruni; Alberto Del Bimbo (2018). Memory Based Online Learning of Deep Representations from Video Streams. In: CVPR 2018, IEEE, pp. 1-8. Accesso ONLINE all'editore

Pernici, Federico; Bimbo, Alberto Del (2017). Unsupervised incremental learning of deep descriptors from video streams. In: 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017, hkg, 2017, Institute of Electrical and Electronics Engineers Inc., pp. 477-482, ISBN:9781538605608 DOI

Lisanti, Giuseppe; Masi, Iacopo; Pernici, Federico; Del Bimbo, Alberto (2016). Continuous localization and mapping of a pan–tilt–zoom camera for wide area tracking. MACHINE VISION AND APPLICATIONS, vol. 27, pp. 1071-1085, ISSN:0932-8092 DOI Accesso ONLINE all'editore

P. Salvagnini;F. Pernici;M. Cristani;G. Lisanti;A. Del Bimbo;V. Murino (2015). Non-Myopic Information Theoretic Sensor Management of a Single Pan-Tilt-Zoom Camera for Multiple Object Detection and Tracking. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 134, pp. 74-88, ISSN:1077-3142 DOI Accesso ONLINE all'editore

Mazzeschi, Andrea; Lisanti, Giuseppe; Pernici, Federico; Del Bimbo, Alberto (2015). Scale and occlusion invariant tracking-by-detection. In: 18th International Conference on Image Analysis and Processing, ICIAP 2015, ita, 2015, Springer Verlag, vol. 9280, pp. 575-585, ISBN:9783319232331 DOI Accesso ONLINE all'editore

P. Salvagnini;F. Pernici;M. Cristani;G. Lisanti;I. Masi;A. Del Bimbo;V. Murino (2014). Information theoretic sensor management for multi-target tracking with a single pan-tilt-zoom camera. In: IEEE Winter Conference on Applications of Computer Vision, 2014, IEEE, pp. 893-900. DOI

Federico Pernici; Alberto Del Bimbo (2014). Object Tracking by Oversampling Local Features. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 36, pp. 2538-2551, ISSN:0162-8828 DOI Accesso ONLINE all'editore

federico pernici (2013). Local homography estimation using keypoint descriptors. In: 11th International Workshop on Image Analysis for Multimedia Interactive Services, Desenzano del Garda, Brescia, ita, 2010, Springer, vol. 158, pp. 203-217, ISBN:978-1-4614-3830-4 DOI

Bimbo A.D.; Franco F.; Pernici F. (2013). Local homography estimation using keypoint descriptors. In: 11th International Workshop on Image Analysis for Multimedia Interactive Services, Desenzano del Garda, Brescia, ita, 2010, Springer, vol. 158, pp. 203-217, ISBN:978-1-4614-3830-4 DOI

A. Del Bimbo;G. Lisanti;I. Masi;F. Pernici (2012). Recent advances in PTZ camera tracking. In: Convegno del Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), Siena (Italia), 2012, GIRPR, pp. ---.

Bagdanov, Andrew D; Del Bimbo, Alberto; Landucci, Lea; Pernici, Federico (2012). MNEMOSYNE: Enhancing the museum experience through interactive media and visual profiling. In: 1st International Workshop on Multimedia for Cultural Heritage, MM4CH 2011, Modena, ita, 2011, Costantino Grana, Rita Cucchiara, vol. 247, pp. 38-50, ISBN:9783642279775 DOI

Pernici, F. (2012). FaceHugger: The ALIEN tracker applied to faces. In: 12th European Conference on Computer Vision, ECCV 2012;, Florence; Italy;, 7 October 2012 through 13 October 2012;, Springer, vol. 7585 LNCS, pp. 597-601. DOI Accesso ONLINE all'editore

A. Del Bimbo;G. Lisanti;I. Masi;F. Pernici (2011). Continuous Recovery for Real Time Pan Tilt Zoom Localization and Mapping. In: AVSS, Klagenfurt, September, IEEE, pp. 160-165, ISBN:978-1-4577-0843-5 DOI

A. Del Bimbo; F. Franco; F. Pernici (2011). Local homography estimation using keypoint descriptors. In: Nicola Adami, Andrea Cavallaro, Riccardo Leonardi, Pierangelo Migliorati. Analysis, Retrieval and Delivery of Multimedia Contents, pp. 1-4 IEEE, ISBN:9781424478484. Accesso ONLINE all'editore

Alberto Del Bimbo; Giuseppe Lisanti; Iacopo Masi; Federico Pernici (2010). Device tagged feature based localization and mapping of wide areas with a PTZ camera. In: International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) SISM, San Francisco (USA), 13/06/2010-18/06/2010, IEEE, pp. 39-44, ISBN:978-1-4244-7029-7 DOI

Alberto Del Bimbo; Giuseppe Lisanti; Iacopo Masi; Federico Pernici (2010). Person Detection Using Temporal and Geometric Context with a Pan Tilt Zoom Camera. In: ICPR, Istanbul (Turkey), 23/08/2010-26/08/2010, IEEE, pp. 3886-3889, ISBN:978-1-4244-7542-1 DOI

A. Del Bimbo; F. Dini; G. Lisanti; I. Masi ; F. Pernici (2010). 3D Multiple Target Tracking and Face Pose Estimation with a Rotating and Zooming Camera. Accesso ONLINE all'editore

A. Del Bimbo; F. Franco; F. Pernici (2010). Local homography estimation using keypoint descriptors. In: Image Analysis for Multimedia Interactive Services (WIAMIS), Desenzano Del Garda, 12-14 April 2010, pp. 1-4, ISBN:9781424478484

Alberto Del Bimbo; Fabrizio Dini; Giuseppe Lisanti; Federico Pernici (2010). Sensor Fusion for Cooperative Head Localization. In: ICPR, Istanbul (Turkey), 23/08/2010-26/08/2010, IEEE, pp. 384-387, ISBN:978-1-4244-7542-1 DOI

A. Del Bimbo; F. Franco; F. Pernici (2010). Local shape estimation from a single keypoint. In: Computer Vision and Pattern Recognition Workshops (CVPRW), San Francisco, 13-18 Giugno 2010, pp. 23-28, ISBN:9781424470297 DOI

A. DEL BIMBO; F. DINI; G. LISANTI; F. PERNICI (2010). Exploiting Distinctive Visual Landmark Maps in Pan-Tilt-Zoom Camera Networks. COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 114, pp. 611-623, ISSN:1077-3142 DOI

T. Alisi;M. Bertini;G. D'Amico;A. Del Bimbo;A. Ferracani;F. Pernici;G. Serra (2009). Sirio: an Ontology-based Web Search Engine for Videos. In: ACM Multimedia, 2009-October, Beijing, China:, ACM Press, pp. 967-968. DOI

Alberto Del Bimbo; Fabrizio Dini; Giuseppe Lisanti; Federico Pernici (2009). Multitarget tracking in 3D con reti di telecamere PTZ. In: Congresso Nazionale AICA, Roma (Italia), 05/11/2009, Editrice Bibliografica, pp. 1-10, ISBN:9788890162084

A. Del Bimbo; F. Dini; A. Grifoni; F. Pernici (2009). Pan-Tilt-Zoom Camera Networks. In: H. Aghajan;A.Cavallaro. Multi-Camera Networks: Principles and Applications, pp. - Elsevier.

T. Alisi;M. Bertini;G. D'Amico;A. Del Bimbo;A. Ferracani;F. Pernici;G. Serra (2009). Arneb: a Rich Internet Application for Ground Truth Annotation of Videos. In: ACM Multimedia, 2009-October, Beijing, China:, ACM Press, pp. 965-966. DOI

Del Bimbo, Alberto; Pernici, Federico (2009). Single view geometry and active camera networks made easy. In: 1st ACM Workshop on Multimedia in Forensics - MiFor'09, Co-located with the 2009 ACM International Conference on Multimedia, MM'09, Beijing, chn, 2009, ACM, pp. 55-60, ISBN:9781605587554 DOI

Alberto Del Bimbo; Giuseppe Lisanti; Federico Pernici (2009). Scale Invariant 3D Multi-Person Tracking using a Base Set of Bundle Adjusted Visual Landmarks. In: Ninth IEEE International Workshop on Visual Surveillance 2009 - 12th International Conference on Computer Vision, Kyoto (Japan), 27/09/2009-04/10/2009, IEEE, pp. 1121-1128, ISBN:978-1-4244-4441-0 DOI

A. Del Bimbo; F. Pernici (2008). Uncalibrated 3D Human Tracking with a PTZ-Camera Viewing a Plane. In: 3DTV Conference (3DTV-CON).

A. Del Bimbo; F. Dini; A. Grifoni; F. Pernici (2008). Exploiting Single View Geometry in Pan-Tilt-Zoom Camera Networks. In: ECCV Int.'l Workshop on Multi-camera and Multi-modal Sensor Fusion (M2SFA2), Springer.

A. Del Bimbo; F. Dini; A. Grifoni; F. Pernici (2008). Uncalibrated framework for On-line Camera Cooperation to Acquire Human Head Imagery in Wide Areas. In: IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS).

T. Chen; A. Del Bimbo; F. Pernici; G. Serra (2007). Accurate self-calibration of two cameras by observations of a moving person on a ground plane. In: IEEE AVVS, vol. IEEE International Conference on Advanced Video and Signal based Surveillance, pp. 129-134.

A. DEL BIMBO; F. PERNICI (2006). Towards on-line saccade planning for high-resolution image sensing. PATTERN RECOGNITION LETTERS, vol. 27, pp. 1826-1834, ISSN:0167-8655

Bagdanov, Andrew D; Del Bimbo, Alberto; Nunziati, Walter; Pernici, Federico (2006). A reinforcement learning approach to active camera foveation. In: 4th ACM International Workshop on Video Surveillance and Sensor Networks, VSSN'06, co-located with the 2006 ACM International Multimedia Conference, Santa Barbara, CA, usa, 2007, ACM, pp. 179-186, ISBN:1595934960 DOI

Bagdanov, Andrew D; Del Bimbo, Alberto; Nunziati, Walter; Pernici, Federico (2006). Learning foveal sensing strategies in unconstrained surveillance environments. In: IEEE International Conference on Video and Signal Based Surveillance 2006, AVSS 2006, Sydney, NSW, aus, 2006, ieee, pp. 40-40, ISBN:0769526888 DOI

Del Bimbo, Alberto; Pernici, Federico (2005). Distant targets identi cation as an on-line dynamic vehicle routing problem using an active-zooming camera. In: 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, VS-PETS, Beijing, chn, 2005, ieee, vol. 2005, pp. 97-104, ISBN:0780394240 DOI

C. COLOMBO; A. DEL BIMBO; F. PERNICI (2005). Metric 3D reconstruction and texture acquisition of surfaces of revolution from a single uncalibrated view. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 27(1), pp. 99-114, ISSN:0162-8828 DOI Accesso ONLINE all'editore

Bagdanov, Andrew D.; Del Bimbo, Alberto; Pernici, Federico (2005). Acquisition of high-resolution images through online saccade sequence planning. In: 3rd ACM International Workshop on Video Surveillance and Sensor Networks, VSSN 2005, sgp, 2005, Association for Computing Machinery, Inc, pp. 121-129, ISBN:1595932429 DOI

Colombo, Carlo; Comanducci, Dario; Del Bimbo, Alberto; Pernici, Federico (2005). 3D database population from single views of surfaces of revolution. In: 13th International Conference on Image Analysis and Processing, Cagliari, Italy, SEP 06-08, 2005, Springer, pp. 834-841. DOI Accesso ONLINE all'editore

Colombo, Carlo; Comanducci, Dario; Del Bimbo, Alberto; Pernici, Federico (2004). Accurate automatic localization of surfaces of revolution for self-calibration and metric reconstruction. In: IEEE Workshop on Perceptual Organization in Computer Vision POCV 2004, Washington, DC, USA, 27 June-2 July 2004, IEEE, pp. 0-0. DOI Accesso ONLINE all'editore

Colombo, C.; Bimbo, A. Del; Pernici, F. (2004). Image Mosaicing from Uncalibrated Views of a Surface of Revolution. In: British Machine Vision Conference (BMVC2004)., BMVA Press, pp. 43.1-43.10, ISBN:1-901725-25-1 DOI

A. DEL BIMBO; C. COLOMBO; F. PERNICI (2002). UNCALIBRATED 3D METRIC RECONSTRUCTION AND FLATTENED TEXTURE ACQUISITION FROM A SINGLE VIEW OF A SURFACE OF REVOLUTION. In: 3DPVT2002, 1ST INT. SYMP. ON 3D DATA PROCESSING VISUALIZATION AND TRASMISSION, Padova, 19-21 June 2002, IEEE, pp. 277-284. DOI Accesso ONLINE all'editore

Federico PERNICI

Modifica Programma Lezione 27-03-2024

Federico PERNICI

Federico PERNICI

Insegnamenti relativi all'Anno Accademico 2023-2024 2022-2023 2017-2018 2016-2017 2015-2016 2014-2015

Insegnamenti relativi all'Anno Accademico