Federico Pernici

Orcid: 0000-0001-7036-6655

According to our database1, Federico Pernici authored at least 47 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
CoReS: Compatible Representations via Stationarity.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

2022
Fine-Grained Adversarial Semi-Supervised Learning.
ACM Trans. Multim. Comput. Commun. Appl., 2022

CL<sup>2</sup>R: Compatible Lifelong Learning Representations.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Regular Polytope Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

CL2R: Compatible Lifelong Learning Representations.
CoRR, 2022

Contrastive Supervised Distillation for Continual Representation Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2020
Self-supervised on-line cumulative learning from video streams.
Comput. Vis. Image Underst., 2020

Class-incremental Learning with Pre-allocated Fixed Classifiers.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Soft Pseudo-labeling Semi-Supervised Learning Applied to Fine-Grained Visual Classification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Temporal Binary Representation for Event-Based Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Fix Your Features: Stationary and Maximally Discriminative Embeddings using Regular Polytope (Fixed Classifier) Networks.
CoRR, 2019

Maximally Compact and Separated Features with Regular Polytope Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Incremental Learning of People Identities.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018
Identity Recognition by Incremental Learning.
Proceedings of the Multimedia and Network Information Systems, 2018

Memory Based Online Learning of Deep Representations From Video Streams.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Unsupervised incremental learning of deep descriptors from video streams.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

2016
Continuous localization and mapping of a pan-tilt-zoom camera for wide area tracking.
Mach. Vis. Appl., 2016

2015
Non-myopic information theoretic sensor management of a single pan-tilt-zoom camera for multiple object detection and tracking.
Comput. Vis. Image Underst., 2015

Scale and Occlusion Invariant Tracking-by-Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Object Tracking by Oversampling Local Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Information theoretic sensor management for multi-target tracking with a single pan-tilt-zoom camera.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

2012
FaceHugger: The ALIEN Tracker Applied to Faces.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011
MNEMOSYNE: Enhancing the Museum Experience through Interactive Media and Visual Profiling.
Proceedings of the Multimedia for Cultural Heritage - First International Workshop, 2011

Continuous recovery for real time pan tilt zoom localization and mapping.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Exploiting distinctive visual landmark maps in pan-tilt-zoom camera networks.
Comput. Vis. Image Underst., 2010

Local homography estimation using keypoint descriptors.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Person Detection Using Temporal and Geometric Context with a Pan Tilt Zoom Camera.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Sensor Fusion for Cooperative Head Localization.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Device-tagged feature-based localization and mapping of wide areas with a PTZ camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Local shape estimation from a single keypoint.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Single view geometry and active camera networks made easy.
Proceedings of the First ACM workshop on Multimedia in forensics, 2009

Sirio: an ontology-based web search engine for videos.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Arneb: a rich internet application for ground truth annotation of videos.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Scale invariant 3D multi-person tracking using a base set of bundle adjusted visual landmarks.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Pan-Tilt-Zoom Camera Networks.
Proceedings of the Multi-Camera Networks, 2009

2008
Uncalibrated Framework for On-line Camera Cooperation to Acquire Human Head Imagery in Wide Areas.
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007
Accurate self-calibration of two cameras by observations of a moving person on a ground plane.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Towards on-line saccade planning for high-resolution image sensing.
Pattern Recognit. Lett., 2006

A reinforcement learning approach to active camera foveation.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Learning Foveal Sensing Strategies in Unconstrained Surveillance Environments.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Metric 3D Reconstruction and Texture Acquisition of Surfaces of Revolution from a Single Uncalibrated View.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Acquisition of high-resolution images through on-line saccade sequence planning.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

3D Database Population from Single Views of Surfaces of Revolution.
Proceedings of the Image Analysis and Processing, 2005

2004
Accurate Automatic Localization of Surfaces of Revolution for Self-Calibration and Metric Reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Image Mosaicing from Uncalibrated Views of a Surface of Revolution.
Proceedings of the British Machine Vision Conference, 2004

2002
Shape reconstruction from a single photograph for 3D object retrieval and visualization.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Uncalibrated 3 metric reconstruction and flattened texture acquisition from a single view of a surface of revolution.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002


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