Gennaro Percannella

Orcid: 0000-0002-1227-0353

According to our database1, Gennaro Percannella authored at least 91 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Optimizing Crowd Counting in Dense Environments Through Curriculum Learning Training Strategy.
SN Comput. Sci., August, 2024

2023
A multi-task network for speaker and command recognition in industrial environments.
Pattern Recognit. Lett., December, 2023

A deep learning based system for handwashing procedure evaluation.
Neural Comput. Appl., August, 2023

Combined Data Augmentation for HEp-2 Cells Image Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Highly Crowd Detection and Counting Based on Curriculum Learning.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
Joint Intensity Classification and Specimen Segmentation on HEp-2 Images: a Deep Learning Approach.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Two parallel versions of VF3: Performance analysis on a wide database of graphs.
Pattern Recognit. Lett., 2021

2020
Guest Editorial: Special Issue on Imaging-Based Diagnosis of COVID-19.
IEEE Trans. Medical Imaging, 2020

FOPA-MC: fuzzy multi-criteria group decision making for peer assessment.
Soft Comput., 2020

Trends in IoT based solutions for health care: Moving AI to the edge.
Pattern Recognit. Lett., 2020

Age from Faces in the Deep Learning Revolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Benchmarking deep network architectures for ethnicity recognition using a new large face dataset.
Mach. Vis. Appl., 2020

2019
A System for Controlling How Carefully Surgeons Are Cleaning Their Hands.
Proceedings of the Computer Analysis of Images and Patterns, 2019

A system for gender recognition on mobile robots.
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019

2017
Benchmarking Two Algorithms for People Detection from Top-View Depth Cameras.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

An efficient and effective method for people detection from top-view depth cameras.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Counting people by RGB or depth overhead cameras.
Pattern Recognit. Lett., 2016

HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results.
Pattern Recognit. Lett., 2016

Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges.
Pattern Recognit. Lett., 2016

Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis.
Pattern Recognit. Lett., 2016

Action recognition by using kernels on aclets sequences.
Comput. Vis. Image Underst., 2016

International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset.
Artif. Intell. Medicine, 2015

A versatile and effective method for counting people on either RGB or depth overhead cameras.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

A Verification-Based Multithreshold Probing Approach to HEp-2 Cell Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Mitotic cells recognition in HEp-2 images.
Pattern Recognit. Lett., 2014

Pattern recognition in stained HEp-2 cells: Where are we now?
Pattern Recognit., 2014

Special issue on the analysis and recognition of indirect immuno-fluorescence images.
Pattern Recognit., 2014

Graph Matching and Learning in Pattern Recognition in the Last 10 Years.
Int. J. Pattern Recognit. Artif. Intell., 2014

Classifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Foreground Detection Optimization for SoCs embedded on Smart Cameras.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

HAck: A system for the recognition of human actions by kernels of visual strings.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Benchmarking HEp-2 Cells Classification Methods.
IEEE Trans. Medical Imaging, 2013

Counting moving persons in crowded scenes.
Mach. Vis. Appl., 2013

A real time algorithm for people tracking using contextual reasoning.
Comput. Vis. Image Underst., 2013

Pupil Localization by a Template Matching Method.
Proceedings of the VISAPP 2013, 2013

Recognizing Human Actions by a Bag of Visual Words.
Proceedings of the IEEE International Conference on Systems, 2013

Recognition of Human Actions from RGB-D Videos Using a Reject Option.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Audio surveillance using a bag of aural words classifier.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Removing Object Reflections in Videos by Global Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2012

A classification-based approach to segment HEp-2 cells.
Proceedings of CBMS 2012, 2012

An Ensemble of Rejecting Classifiers for Anomaly Detection of Audio Events.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
An Effective Method for Counting People in Video-surveillance Applications.
Proceedings of the VISAPP 2011, 2011

Automatic Recognition of Mitotic HEp-2 Cells.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011

A Self-trainable System for Moving People Counting by Scene Partitioning.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Mitotic HEp-2 Cells Recognition under Class Skew.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Reflection Removal for People Detection in Video Surveillance Applications.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Trainable estimators for indirect people counting: A comparative study.
Proceedings of the FUZZ-IEEE 2011, 2011

A MultiView Appearance Model for people re-identification.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
An Experimental Evaluation of Foreground Detection Algorithms in Real Scenes.
EURASIP J. Adv. Signal Process., 2010

A Method for Counting Moving People in Video Surveillance Videos.
EURASIP J. Adv. Signal Process., 2010

An Algorithm for Recovering Camouflage Errors on Moving People.
Proceedings of the Structural, 2010

Reflection Removal in Color Videos.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Counting Moving People in Videos by Salient Points Detection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Early experiences in mitotic cells recognition on HEp-2 slides.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Performance Evaluation of a People Tracking System on PETS2009 Database.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

A Method Based on the Indirect Approach for Counting People in Crowded Scenes.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

A Method for Counting People in Crowded Scenes.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Benchmarking graph-based clustering algorithms.
Image Vis. Comput., 2009

On the use of classification reliability for improving performance of the one-per-class decomposition method.
Data Knowl. Eng., 2009

The Impact of Reliability Evaluation on a Semi-supervised Learning Approach.
Proceedings of the Image Analysis and Processing, 2009

An Algorithm for Detection of Partially Camouflaged People.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
A Graph-Based Algorithm for Cluster Detection.
Int. J. Pattern Recognit. Artif. Intell., 2008

2007
Segmentation of news videos based on audio-video information.
Pattern Anal. Appl., 2007

On Rejecting Unreliably Classified Patterns.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Evaluating Classification Reliability for Combining Classifiers.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Assessing the Performance of a Graph-Based Clustering Algorithm.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

A Graph-Based Clustering Method and Its Applications.
Proceedings of the Advances in Brain, 2007

2006
A Graph-Based Method for Detecting and Classifying Clusters in Mammographic Images.
Proceedings of the Structural, 2006

A Multi-stage Approach for Anchor Shot Detection.
Proceedings of the Structural, 2006

Unsupervised News Video Segmentation by Combined Audio-Video Analysis.
Proceedings of the Multimedia Content Representation, 2006

An Unsupervised Algorithm for Anchor Shot Detection.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Combining Audio-Based and Video-Based Shot Classification Systems for News Videos Segmentation.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

A Probabilistic Framework for TV-News Stories Detection and Classification.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

An Improved Algorithm for Anchor Shot Detection.
Proceedings of the Image Analysis and Processing, 2005

Automatic Indexing of News Videos Through Text Classification Techniques.
Proceedings of the Pattern Recognition and Image Analysis, 2005

A Graph-Theoretical Clustering Method for Detecting Clusters of Micro-Calcifications in Mammographic Images.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Combining experts for anchorperson shot detection in news videos.
Pattern Anal. Appl., 2004

A Multi-Expert System For Shot Change Detection In Mpeg Movies.
Int. J. Pattern Recognit. Artif. Intell., 2004

A Comparison of Unsupervised Shot Classification Algorithms for News Video Segmentation.
Proceedings of the Structural, 2004

A Multi-expert Approach for Shot Classification in News Videos.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2002
Cooperating experts for soundtrack analysis of MPEG movies.
Inf. Fusion, 2002

Automatic Cut Detection in MPEG Movies: A Multi-expert Approach.
Proceedings of the Structural, 2002

A Multi-expert System for Movie Segmentation.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

On the Applicability of the MultiAgent System Paradigm for Parsing Videos.
Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS-35 2002), 2002

2001
Dialogue Scenes Detection in MPEG Movies: A Multi-expert Approach.
Proceedings of the Multimedia Databases and Image Communication, 2001

Classifying Audio of Movies by a Multi-Expert System.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

A Neural Multi-expert Classification System for MPEG Audio Segmentation.
Proceedings of the Advances in Pattern Recognition, 2001

2000
Algorithm for video cut detection in MPEG sequences.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Automated Threshold Selection for the Detection of Dissolves in MPEG Videos.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
Joint Audio-Video Processing of MPEG Encoded Sequences.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999


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