November 14, 2016

Publications

Show all

2016

Luca Greco; Pierluigi Ritrovato; Alessia Saggese; Mario Vento

Improving reliability of people tracking by adding semantic reasoning Inproceedings

2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 194-199, 2016.

Abstract | BibTeX | Tags: | Links:

Alessia Saggese; Nicola Strisciuglio; Mario Vento; Nicolai Petkov

Time-frequency analysis for audio event detection in real scenarios Inproceedings

2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 438-443, 2016.

Abstract | BibTeX | Tags: | Links:

Peter Hobson; Brian C. Lovell; Gennaro Percannella; Alessia Saggese; Mario Vento; Arnold Wiliem

HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results Journal Article

Pattern Recognition Letters, 82, Part 1 , pp. 12 - 22, 2016, ISSN: 0167-8655, (Pattern recognition Techniques for Indirect Immunofluorescence Images Analysis).

Abstract | BibTeX | Tags: Computer Aided Diagnoses | Links:

Peter Hobson; Brian C. Lovell; Gennaro Percannella; Alessia Saggese; Mario Vento; Arnold Wiliem

Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges Journal Article

Pattern Recognition Letters, 82, Part 1 , pp. 3 - 11, 2016, ISSN: 0167-8655, (Pattern recognition Techniques for Indirect Immunofluorescence Images Analysis).

Abstract | BibTeX | Tags: Computer Aided Diagnoses | Links:

Luc Brun; Gennaro Percannella; Alessia Saggese; Mario Vento

Action recognition by using kernels on aclets sequences Journal Article

Computer Vision and Image Understanding, 144 , pp. 3 - 13, 2016, ISSN: 1077-3142, (Individual and Group Activities in Video Event Analysis).

Abstract | BibTeX | Tags: Soft assignment | Links:

Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Audio Surveillance of Roads: A System for Detecting Anomalous Sounds Journal Article

IEEE Transactions on Intelligent Transportation Systems, 17 (1), pp. 279-288, 2016, ISSN: 1524-9050.

Abstract | BibTeX | Tags: | Links:

Carmine Sansone; Daniel Pucher; Nicole M. Artner; Walter G. Kropatsch; Alessia Saggese; Mario Vento

Shape Normalizing and Tracking Dancing Worms Book Chapter

Robles-Kelly, Antonio; Loog, Marco; Biggio, Battista; Escolano, Francisco; Wilson, Richard (Ed.): Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2016, M'erida, Mexico, November 29 - December 2, 2016, Proceedings, pp. 390–400, Springer International Publishing, Cham, 2016, ISBN: 978-3-319-49055-7.

Abstract | BibTeX | Tags: | Links:

2015

Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Audio surveillance of roads: a system for detecting anomalous sounds Journal Article

IEEE Transactions on Intelligent Transportation Systems, 17 , 2015.

BibTeX | Tags: Audio analysis and interpretation | Links:

Luc Brun; Gennaro Percannella; Alessia Saggese; Mario Vento

Action recognition by using kernels on aclets sequences Journal Article

Computer Vision and Image Understanding, 2015.

BibTeX | Tags: Video analysis and interpretation | Links:

Benoit Gaüzère; Pierluigi Ritrovato; Alessia Saggese; Mario Vento

Human tracking using a top-down and knowledge based approach Conference

International Conference on Image Analysis and Processing, 2015, 2015.

BibTeX | Tags: Video analysis and interpretation

Duber Martinez; Alessia Saggese; Mario Vento; Humberto Loaiza; Eduardo Caicedo

Locally adapted gain control for reliable foreground detection Conference

Proceedings of the International Conference on Computer Analysis of Images and Patterns, 2015, 2015.

BibTeX | Tags: Image analysis and recognition

Pasquale Foggia; Benoit Gaüzère; Alessia Saggese; Mario Vento

Human action recognition using an improved string edit distance Conference

12th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2015, 2015.

BibTeX | Tags: Video analysis and interpretation

Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Car crashes detection by audio analysis in crowded roads Conference

2th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2015, 2015.

BibTeX | Tags: Audio analysis and interpretation

Vincenzo Carletti; Pasquale Foggia; Antonio Greco; Alessia Saggese; Mario Vento

Automatic detection of long-term parked cars Conference

12th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2015, 2015.

BibTeX | Tags: Video analysis and interpretation

Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Reliable Detection of Audio Events in Highly Noisy Environments Journal Article

Pattern Recognition Letters, 2015, ISSN: 0167-8655.

BibTeX | Tags: Audio analysis and interpretation, Classification Paradigms | Links:

Vincenzo Carletti; Pasquale Foggia; Alessia Saggese; Mario Vento

A fast subgraph isomorphism algorithm for social networks graphs Conference

Proceedings of the International Workshop on Social Network Analysis, 2015, 2015.

BibTeX | Tags: Graph based classification and learning

Giovanni Acampora; Pasquale Foggia; Alessia Saggese; Mario Vento

A Hierarchical Neuro-Fuzzy Architecture for Human Behavior Analysis Journal Article

Information Sciences, 2015.

Abstract | BibTeX | Tags: Video analysis and interpretation | Links:

Luc Brun; Pasquale Foggia; Alessia Saggese; Mario Vento

Recognition of human actions using edit distance on aclet strings Inproceedings

VISAPP 2015, 2015.

BibTeX | Tags: Video analysis and interpretation

Pasquale Foggia; Antonio Greco; Alessia Saggese; Mario Vento

A method for detecting long term left baggage based on heat map Inproceedings

VISAPP 2015, 2015.

BibTeX | Tags: Video analysis and interpretation

Antonio d'Acierno; Alessia Saggese; Mario Vento

Designing Huge Repositories of Moving Vehicles Trajectories for Efficient Extraction of Semantic Data Journal Article

IEEE Transactions on Intelligent Transportation Systems, 2015.

BibTeX | Tags: Video analysis and interpretation | Links:

Pasquale Foggia; Alessia Saggese; Mario Vento

Real-time Fire Detection for Video Surveillance Applications using a Combination of Experts based on Color, Shape and Motion Journal Article

IEEE Transactions on Circuits and Systems for Video Technology, 2015.

BibTeX | Tags: Video analysis and interpretation | Links:

2014

Rosario Di Lascio; Antonio Greco; Alessia Saggese; Mario Vento

Improving fire detection reliability by a combination of videoanalytics Incollection

Publishing, Springer International (Ed.): Image Analysis and Recognition, pp. 477-484, 2014, ISBN: 978-3-319-11757-7.

BibTeX | Tags: Video analysis and interpretation | Links:

Pasquale Foggia; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Cascade Classifiers Trained on Gammatonegrams for Reliably Detecting Audio Events Inproceedings

IEEE, (Ed.): IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014), 2014, ISBN: 978-1-4799-4871-0/14.

BibTeX | Tags: Audio analysis and interpretation

Pasquale Foggia; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Exploiting the Deep Learning Paradigm for Recognizing Human Actions Inproceedings

IEEE, (Ed.): IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014), 2014, ISBN: 978-1-4799-4871-0/14.

BibTeX | Tags: Video analysis and interpretation

Luc Brun; Gennaro Percannella; Alessia Saggese; Mario Vento

HacK: A System for the Recognition of Human Actions by Kernels of Visual Strings Inproceedings

IEEE, (Ed.): IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014), 2014, ISBN: 978-1-4799-4871-0/14.

BibTeX | Tags: Video analysis and interpretation

Luc Brun; Benito Cappellania; Alessia Saggese; Mario Vento

Detection of Anomalous Driving Behaviors by Unsupervised Learning of Graphs Inproceedings

IEEE, (Ed.): IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014), 2014, ISBN: 978-1-4799-4871-0/14.

BibTeX | Tags: Video analysis and interpretation

Luc Brun; Alessia Saggese; Mario Vento

A Reliable String Kernel based Approach for Solving Queries by Sketch Inproceedings

IEEE, (Ed.): IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014), 2014, ISBN: 978-1-4799-4871-0/14.

BibTeX | Tags: Video analysis and interpretation

Alessia Saggese; Luc Brun; Mario Vento

Detecting and indexing moving objects for Behavior Analysis by Video and Audio Interpretation Journal Article

Electronic Letters on Computer Vision and Image Analysis, 13 (2), 2014, ISSN: 1577-5097.

BibTeX | Tags: Audio analysis and interpretation, Video analysis and interpretation | Links:

Alessia Saggese

Behavior Analysis Book

LAP LAMBERT Academic Publishing, 2014, ISBN: 978-3659529634.

BibTeX | Tags: Audio analysis and interpretation, Image analysis and recognition, Video analysis and interpretation | Links:

Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento

Pattern recognition in stained HEp-2 cells: Where are we now? Journal Article

Pattern Recognition, 2014, ISSN: 0031-3203.

BibTeX | Tags: Image analysis and recognition | Links:

Luc Brun; Alessia Saggese; Mario Vento

Dynamic Scene Understanding for behavior analysis based on string kernels Journal Article

Circuits and Systems for Video Technology, IEEE Transactions on, 24 (10), pp. 1669 - 1681, 2014, ISSN: 1051-8215.

Abstract | BibTeX | Tags: Video analysis and interpretation | Links:

2013

Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento

Recognizing Human Actions by a bag of visual words Inproceedings

IEEE International Conference on Systems, Man and Cybernetics, IEEE SMC 2013, 2013.

BibTeX | Tags: Video analysis and interpretation

Vincenzo Carletti; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento

Recognition of human actions from RGB-D videos using a reject option Inproceedings

International Workshop on Social Behaviour Analysis, SBA, pp. 436-445, Springer Berlin Heidelberg, 2013, ISBN: 978-3-642-41189-2.

BibTeX | Tags: Video analysis and interpretation

Vincenzo Carletti; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Audio Surveillance Using a Bag of Aural Words Classifier Inproceedings

IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2013), pp. 81-86, 2013, ISBN: 10.1109/AVSS.2013.6636620.

BibTeX | Tags: Audio analysis and interpretation

Rosario Di Lascio; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento

A real time algorithm for people tracking using contextual reasoning Journal Article

Computer Vision and Image Understanding, 117 (8), pp. 892 - 908, 2013, ISBN: 1077-3142.

Abstract | BibTeX | Tags: Video analysis and interpretation | Links:

Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento

Real-Time Tracking of Single People and Groups Simultaneously by Contextual Graph-Based Reasoning Dealing Complex Occlusions Inproceedings

Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), pp. 29 - 36, IEEE, 2013, ISSN: 2157-491X.

BibTeX | Tags: Video analysis and interpretation

Rosario Di Lascio; Pasquale Foggia; Alessia Saggese; Mario Vento

A robust people tracking algorithm using contextual reasoning for recovering detection errors Book Chapter

Heidelberg, Springer-Verlag Berlin (Ed.): CCIS 359 , pp. 225-241, Springer Berlin Heidelberg, 2013, ISBN: 978-3-642-38240-6.

BibTeX | Tags: Video analysis and interpretation

Luc Brun; Alessia Saggese; Mario Vento

Learning and classification of car trajectories in road video by string kernels Inproceedings

Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), pp. 709-714, 2013.

BibTeX | Tags: Video analysis and interpretation

2012

Antonio d'Acierno; Marco Leone; Alessia Saggese; Mario Vento

An Efficient Bi-Dimensional Indexing Scheme for Three-Dimensional Trajectories Journal Article

International Journal On Advances in Intelligent Systems, 5 (3 and 4), pp. 220-233, 2012, ISSN: 1942-2679.

BibTeX | Tags: Video analysis and interpretation

Antonio d'Acierno; Marco Leone; Alessia Saggese; Mario Vento

An efficient strategy for spatio-temporal data indexing and retrieval Inproceedings

Proceedings of the ”International Conference on Knowledge Discovery and Information Retrieval (KDIR)”, pp. 227–232, SciTePress, 2012, ISBN: 978-989-8565-29-7.

BibTeX | Tags: Video analysis and interpretation

Luc Brun; Alessia Saggese; Mario Vento

A clustering algorithm of trajectories for behaviour understanding based on string kernels Inproceedings

Proceedings of the Conference on Signal Image Technology & Internet Based Systems (SITIS), pp. 267–274, IEEE, 2012.

BibTeX | Tags: Video analysis and interpretation

Antonio d'Acierno; Marco Leone; Alessia Saggese; Mario Vento

Efficient Extraction of Motion Flow Data From a Repository of Three-Dimensional Trajectories Using Bi-Dimensional Indexes Inproceedings

International Conference on Advances in Information Mining and Management (IMMM 2012), 2012.

BibTeX | Tags: Video analysis and interpretation

Giovanni Acampora; Pasquale Foggia; Alessia Saggese; Mario Vento

Combining Neural Networks and Fuzzy Systems for Human Behavior Understanding Inproceedings

Proceedings of the "IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)", pp. 88-93, IEEE, 2012, ISBN: 978-1-4673-2499-1.

BibTeX | Tags: Video analysis and interpretation

Antonio d'Acierno; Marco Leone; Alessia Saggese; Mario Vento

A system for storing and retrieving huge amount of trajectory data, allowing spatio-temporal dynamic queries Inproceedings

Proceedings of the "IEEE Conference on Intelligent Transportation Systems (ITSC)", pp. 989–994, 2012, ISSN: 2153-0009.

BibTeX | Tags: Video analysis and interpretation

Donatello Conte; Pasquale Foggia; Gennaro Percannella; Alessia Saggese; Mario Vento

An ensemble of rejecting classifiers for anomaly detection of audio events Inproceedings

Proceedings of the "IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)", pp. 76-81, IEEE, 2012.

BibTeX | Tags: Others

Rosario Di Lascio; Pasquale Foggia; Alessia Saggese; Mario Vento

Tracking Interacting Objects in Complex Situations by using Contextual Reasoning. Inproceedings

Csurka, Gabriela; Braz, José (Ed.): Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP), pp. 104-113, SciTePress, 2012, ISSN: 978-989-8565-04-4.

BibTeX | Tags: Video analysis and interpretation | Links:

2011

Antonio d'Acierno; Alessia Saggese; Mario Vento

A Redundant Bi-Dimensional Indexing Scheme for Three-Dimensional Trajectories Inproceedings

Proceedings of the 1th Conference on Advances in Information Mining and Management, pp. 73-78, 2011, ISSN: 2326-9332, (Best paper award).

BibTeX | Tags: Video analysis and interpretation