Marco La Cascia

Orcid: 0000-0002-8766-6395

According to our database1, Marco La Cascia authored at least 89 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers.
Inf. Syst., March, 2024

2023
Wildfires Classification: A Comparative Study.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

RLSTM: A Novel Residual and Recurrent Network for Pedestrian Action Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
Iterative Multiple Bounding-Box Refinements for Visual Tracking.
J. Imaging, 2022

Fake News Spreaders Detection: Sometimes Attention Is Not All You Need.
Inf., 2022

MET-iquette: enabling virtual agents to have a social compliant behavior in the Metaverse.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores.
Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

Depth-Aware Multi-object Tracking in Spherical Videos.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Activity Monitoring Made Easier by Smart 360-degree Cameras.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

T100: A modern classic ensemble to profile irony and stereotype spreaders.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Semiautomatic Behavioral Change-Point Detection: A Case Study Analyzing Children Interactions With a Social Agent.
IEEE Trans. Cogn. Dev. Syst., 2021

A risk evaluation framework for the best maintenance strategy: The case of a marine salt manufacture firm.
Reliab. Eng. Syst. Saf., 2021

A Dataset of Annotated Omnidirectional Videos for Distancing Applications.
J. Imaging, 2021

On the Use of Deep Reinforcement Learning for Visual Tracking: A Survey.
IEEE Access, 2021

Detection of hate speech spreaders using convolutional neural networks.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
WhoSNext: Recommending Twitter Users to Follow Using a Spreading Activation Network Based Approach.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019
Automatic Generation of Custom Tourist Routes.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Deep Motion Model for Pedestrian Tracking in 360 Degrees Videos.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Particle Filtering for Tracking in 360 Degrees Videos Using Virtual PTZ Cameras.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Automatic Image Annotation Using Random Projection in a Conceptual Space Induced from Data.
Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Pedestrian Tracking in 360 Video by Virtual PTZ Cameras.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Multi-modal Medical Image Registration by Local Affine Transformations.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017
Hankelet-based action classification for motor intention recognition.
Robotics Auton. Syst., 2017

Boosting Hankel matrices for face emotion recognition and pain detection.
Comput. Vis. Image Underst., 2017

HoP: Histogram of Patterns for Human Action Representation.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

360° Tracking Using a Virtual PTZ Camera.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016
3D skeleton-based human action classification: A survey.
Pattern Recognit., 2016

Views selection for SIFT based object modeling and recognition.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

A Novel Time Series Kernel for Sequences Generated by LTI Systems.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Hankelet-based dynamical systems modeling for 3D action recognition.
Image Vis. Comput., 2015

Tracking your Detector Performance - How to Grow an Effective Training Set in Tracking-by-Detection Methods.
Proceedings of the VISAPP 2015, 2015

Keyword based Keyframe Extraction in Online Video Collections.
Proceedings of the ICPRAM 2015, 2015

Ensemble of Hankel Matrices for Face Emotion Recognition.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Why You Trust in Visual Saliency.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Using Hankel matrices for dynamics-based facial emotion recognition and pain detection.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Concurrent photo sequence organization.
Multim. Tools Appl., 2014

Combining Top-down and Bottom-up Visual Saliency for Firearms Localization.
Proceedings of the SIGMAP 2014, 2014

Video Object Recognition and Modeling by SIFT Matching Optimization.
Proceedings of the ICPRAM 2014, 2014

Gesture Modeling by Hanklet-Based Hidden Markov Model.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Fully Automatic Saliency-based Subjects Extraction in Digital Images.
Proceedings of the SIGMAP and WINSYS 2013, 2013

Saliency Based Aesthetic Cut of Digital Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Toward an Integrated System for Surveillance and Behaviour Analysis of Groups and People.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

An Automated Visual Inspection System for the Classification of the Phases of Ti-6Al-4V Titanium Alloy.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Object Recognition and Modeling Using SIFT Features.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Path Modeling and Retrieval in Distributed Video Surveillance Databases.
IEEE Trans. Multim., 2012

A data association approach to detect and organize people in personal photo collections.
Multim. Tools Appl., 2012

An on-line learning method for face association in personal photo collection.
Image Vis. Comput., 2012

Extracting Touristic Information from Online Image Collections.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

User detection through multi-sensor fusion in an AmI scenario.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
Entropy-Based Localization of Textured Regions.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Automatic Generation of Subject-Based Image Transitions.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

A Multi-Agent Decision Support System for Dynamic Supply Chain Organization.
Proceedings of the 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval, 2011

A Decisional Multi-Agent Framework for Automatic Supply Chain Arrangement.
Proceedings of the New Challenges in Distributed Information Filtering and Retrieval, 2011

2010
Automatic Image Representation and Clustering on Mobile Devices.
J. Mobile Multimedia, 2010

A Conceptual Probabilistic Model for the Induction of Image Semantics.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

A Data Association Algorithm for People Re-identification in Photo Sequences.
Proceedings of the 12th IEEE International Symposium on Multimedia, 2010

Mobile Interface for Content-Based Image Management.
Proceedings of the CISIS 2010, 2010

2009
Clustering techniques for personal photo album management.
J. Electronic Imaging, 2009

A Combined Fuzzy and Probabilistic Data Descriptor for Distributed CBIR.
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Object Matching in Distributed Video Surveillance Systems by LDA-Based Appearance Descriptors.
Proceedings of the Image Analysis and Processing, 2009

Probabilistic Corner Detection for Facial Feature Extraction.
Proceedings of the Image Analysis and Processing, 2009

2008
Real-Time Object Detection in Embedded Video Surveillance Systems.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

Enabling technologies on hybrid camera networks for behavioral analysis of unattended indoor environments and their surroundings.
Proceedings of the 1st ACM Workshop on Vision Networks for Behavior Analysis, 2008

Mean shift clustering for personal photo album organization.
Proceedings of the International Conference on Image Processing, 2008

Real-time estimation of geometrical transformation between views in distributed smart-cameras systems.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Unsupervised Clustering in Personal Photo Collections.
Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008

2007
A P2P Architecture for Multimedia Content Retrieval.
Proceedings of the Advances in Multimedia Modeling, 2007

Automatic Image Representation for Content-Based Access to Personal Photo Album.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Multi-modal non-rigid registration of medical images based on mutual information maximization.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

2005
An integrated architecture for surveillance and monitoring in an archaeological site.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

Improved color interpolation using discrete wavelet transform.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

2004
Fully automatic, real-time detection of facial gestures from generic video.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

3D Stereoscopic Image Pairs by Depth-Map Generation.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

Depth map generation by image classification.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications VI, 2004

2003
A new algorithm for bit rate allocation in JPEG2000 tile encoding.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002
Population and Query Interface for a Content-Based Video Database.
Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

2001
Mix and Match Features in the ImageRover Search Engine.
Proceedings of the Principles of Visual Information Retrieval, 2001

2000
Using Temporal Texture for Content-Based Video Retrieval.
J. Vis. Lang. Comput., 2000

Fast, Reliable Head Tracking under Varying Illumination: An Approach Based on Registration of Texture-Mapped 3D Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

1999
Unifying Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web.
Comput. Vis. Image Underst., 1999

Video Indexing Using MPEG Motion Compensation Vectors.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Fast, Reliable Head Tracking under Varying Illumination.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Head Tracking via Robust Registration in Texture Map Images.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Automatic Video Database Indexing and Retrieval.
Multim. Tools Appl., 1997

1996
Motion and color-based video indexing and retrieval.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Content-based indexing of image and video databases by global and shape features.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Video indexing using optical flow field.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

JACOB: just a content-based query system for video databases.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996


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