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MARCO LA CASCIA

Curriculum e ricerca

Insegnamenti

Anno accademico Codice della materia Nome della materia CFU Corso di studi
2024/2025 23839 BIG DATA TOOLS (MODULO) 6 STATISTICA E DATA SCIENCE
2024/2025 05871 PROGRAMMAZIONE 9 INGEGNERIA CIBERNETICA
2024/2025 05871 PROGRAMMAZIONE 6 INGEGNERIA DELL'INNOVAZIONE PER LE IMPRESE DIGITALI
2024/2025 05871 PROGRAMMAZIONE 9 INGEGNERIA INFORMATICA
2024/2025 05871 PROGRAMMAZIONE 6 MANAGEMENT ENGINEERING
2024/2025 22222 TECNOLOGIE PER I BIG DATA (MODULO) 6 INGEGNERIA INFORMATICA
2024/2025 22222 TECNOLOGIE PER I BIG DATA (MODULO) 6 STATISTICA E DATA SCIENCE
2024/2025 21500 WEB SYSTEMS DESIGN AND ARCHITECTURE 6 INGEGNERIA INFORMATICA

Pubblicazioni

Data Titolo Tipologia Scheda
2024 Learn & drop: fast learning of CNNs based on layer dropping Articolo in rivista Vai
2024 Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers Articolo in rivista Vai
2023 Activity Monitoring Made Easier by Smart 360-degree Cameras Contributo in atti di convegno pubblicato in volume Vai
2023 RLSTM: A Novel Residual and Recurrent Network for Pedestrian Action Classification Contributo in atti di convegno pubblicato in volume Vai
2022 T100: A modern classic ensemble to profile irony and stereotype spreaders Contributo in atti di convegno pubblicato in volume Vai
2022 McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet Contributo in atti di convegno pubblicato in volume Vai
2022 Fake News Spreaders Detection: Sometimes Attention Is Not All You Need Articolo in rivista Vai
2022 Iterative Multiple Bounding-Box Refinements for Visual Tracking Articolo in rivista Vai
2022 I-MALL An Effective Framework for Personalized Visits. Improving the Customer Experience in Stores Contributo in atti di convegno pubblicato in volume Vai
2022 Depth-Aware Multi-object Tracking in Spherical Videos Capitolo o Saggio Vai
2021 A risk evaluation framework for the best maintenance strategy: the case of a marine salt manufacture firm Articolo in rivista Vai
2021 Semi-automatic behavioral change-point detection: a case study analyzing children interactions with a social agent Articolo in rivista Vai
2021 Detection of Hate Speech Spreaders using convolutional neural networks Contributo in atti di convegno pubblicato in volume Vai
2021 Multi-criteria decision-making approach for modular enterprise resource planning sorting problems Articolo in rivista Vai
2021 On the use of Deep Reinforcement Learning for Visual Tracking: a Survey Articolo in rivista Vai
2021 A dataset of annotated omnidirectional videos for distancing applications Articolo in rivista Vai
2020 WhoSNext: Recommending Twitter Users to Follow Using a Spreading Activation Network Based Approach Contributo in atti di convegno pubblicato in volume Vai
2020 A decision support system to assure high-performance maintenance service Articolo in rivista Vai
2019 Particle Filtering for Tracking in 360 Degrees Videos Using Virtual PTZ Cameras Capitolo o Saggio Vai
2019 Recognition of Human Actions Through Deep Neural Networks for Multimedia Systems Interaction Contributo in atti di convegno pubblicato in volume Vai
2019 Deep Motion Model for Pedestrian Tracking in 360 Degrees Videos Capitolo o Saggio Vai
2019 Automatic generation of custom tourist routes Contributo in atti di convegno pubblicato in volume Vai
2018 Pedestrian Tracking in 360 Video by Virtual PTZ Cameras Contributo in atti di convegno pubblicato in volume Vai
2018 Automatic Image Annotation Using Random Projection in a Conceptual Space Induced from Data Contributo in atti di convegno pubblicato in volume Vai
2018 Multi-modal Medical Image Registration by Local Affine Transformations Contributo in atti di convegno pubblicato in volume Vai
2017 360 tracking using a virtual PTZ camera Contributo in atti di convegno pubblicato in volume Vai
2017 Hop: Histogram of patterns for human action representation Contributo in atti di convegno pubblicato in volume Vai
2017 A Novel Time Series Kernel for Sequences Generated by LTI Systems Capitolo o Saggio Vai
2017 Hankelet-based action classification for motor intention recognition Articolo in rivista Vai
2016 3D Skeleton-based Human Action Classification: a Survey Articolo in rivista Vai
2016 Views selection for SIFT based object modeling and recognition Contributo in atti di convegno pubblicato in volume Vai
2016 Boosting Hankel matrices for face emotion recognition and pain detection Articolo in rivista Vai
2015 Using Hankel matrices for dynamics-based facial emotion recognition and pain detection Contributo in atti di convegno pubblicato in volume Vai
2015 Gesture Modeling by Hanklet-based Hidden Markov Model eedings Vai
2015 Ensemble of Hankel matrices for face emotion recognition Contributo in atti di convegno pubblicato in volume Vai
2015 Keyword Based Keyframe Extraction in Online Video Collections Contributo in atti di convegno pubblicato in volume Vai
2015 Tracking your detector performance: How to grow an effective training set in tracking-by-detection methods Contributo in atti di convegno pubblicato in volume Vai
2015 Dynamic Perception Map of Urban Area for Social Surveillance eedings Vai
2015 Hankelet-based dynamical systems modeling for 3D action recognition Articolo in rivista Vai
2014 Combining Top-down and Bottom-up Visual Saliency for Firearms Localization Contributo in atti di convegno pubblicato in volume Vai
2014 Palmprint principal lines extraction Capitolo o Saggio Vai
2014 Video Object Recognition and Modeling by SIFT Matching Optimization eedings Vai
2014 Concurrent photo sequence organization Articolo in rivista Vai
2013 Toward an Integrated System for Surveillance and Behaviour Analysis of Groups and People eedings Vai
2013 Object Recognition and Modeling Using SIFT Features eedings Vai
2013 An Automated Visual Inspection System for the Classification of the Phases of Ti-6Al-4V Titanium Alloy eedings Vai
2013 Fully automatic saliency-based subjects extraction in digital images Contributo in atti di convegno pubblicato in volume Vai
2013 Mimicking biological mechanisms for sensory information fusion Articolo in rivista Vai
2013 A Decisional Multi-Agent Framework for Automatic Supply Chain Arrangement Capitolo o Saggio Vai
2013 Saliency Based Aesthetic Cut of Digital Images eedings Vai
2012 Extracting Touristic Information from Online Image Collections eedings Vai
2012 Path Modeling and Retrieval in Distributed Video Surveillance Databases Articolo in rivista Vai
2012 User Detection through Multi-Sensor Fusion in an AmI Scenario eedings Vai
2012 An on-line learning method for face association in personal photo collection Articolo in rivista Vai
2011 A data association approach to detect and organize people in personal photo collections Articolo in rivista Vai
2011 Automatic Generation of Subject-Based Image Transitions Capitolo o Saggio Vai
2011 A Multi-Agent Decision Support System for Dynamic Supply Chain Organization eedings Vai
2011 Entropy-based Localization of Textured Regions eedings Vai
2010 A Data Association Algorithm for People Re-Identification in Photo Sequences eedings Vai
2010 Automatic Image Representation and Clustering on Mobile Devices Articolo in rivista Vai
2010 A Conceptual Probabilistic Model for the Induction of Image Semantics eedings Vai
2010 Three-domain image representation for personal photo album management eedings Vai
2010 Mobile Interface for Content-Based Image Management Contributo in atti di convegno pubblicato in volume Vai
2009 Clustering techniques for personal photo album management Articolo in rivista Vai
2009 Face Processing on Low-Power Devices eedings Vai
2009 A Combined Fuzzy and Probabilistic Data Descriptor for Distributed CBIR eedings Vai
2009 Probabilistic Corner Detection for Facial Feature Extraction Capitolo o Saggio Vai
2009 Object Matching in Distributed Video Surveillance Systems by LDA-Based Appearance Descriptors Capitolo o Saggio Vai
2008 Real-time object detection in embedded video surveillance systems eedings Vai
2008 Mean shift clustering for personal photo album organization eedings Vai
2008 Real-time estimation of geometrical transformation between views in distributed smart-cameras systems eedings Vai
2008 Integrating computer vision techniques and wireless sensor networks in video surveillance systems eedings Vai
2008 A novel approach to personal photo album representation and management eedings Vai
2008 Unsupervised Clustering in Personal Photo Collections eedings Vai
2008 Enabling technologies on hybrid camera networks for behavioral analysis of unattended indoor environments and their surroundings eedings Vai
2007 Biologically Inspired Vision Architectures: a Software/Hardware Perspective Capitolo o Saggio Vai
2007 Multi-modal non-rigid registration of medical images based on mutual information maximization eedings Vai
2007 Automatic image representation for content-based access to personal photo album eedings Vai
2006 NURBS Modelling in Virtual Reality eedings Vai
2006 Towards a fully integrated CAD system in virtual reality environment Capitolo o Saggio Vai
2005 Improved color interpolation using discrete wavelet transform eedings Vai
2005 An Integrated Architecture for Surveillance and Monitoring in an Archaeological Site eedings Vai
2004 Depth Map Generation by Image Classification eedings Vai
2004 Method for classifying a digital image Brevetto Vai
2004 Extension of the Depth of Field using Multifocus Input Images eedings Vai
2004 Method of obtaining a Depth Map from a digital Image Brevetto Vai
2004 Fully Automatic, Real-Time Detection of Facial Gestures from Generic Video eedings Vai
2004 3D Stereoscopic Image Pairs by Depth-Map Generation eedings Vai
2004 Temporal segmentation of video data Capitolo o Saggio Vai
2003 A New Algorithm for Bit Rate Allocation in JPEG2000 Tile Encoding eedings Vai
2002 Population and query interface for a content-based video database Articolo in rivista Vai
2002 Restoration of out of focus images based on circle of confusion estimates eedings Vai
2001 Content based indexing of MPEG-4 video on relational DBMS eedings Vai
2001 Texture Classification for Content-Based Image Retrieval eedings Vai
2001 Mix and Match Features: Relevance Feedback and Combined Similarity Metrics Capitolo o Saggio Vai
2000 Fast, Reliable Head Tracking under Varying Illumination: An Approach Based on Robust Registration of Texture-Mapped 3D Models Articolo in rivista Vai
2000 Using Temporal Texture for Content-Based Video Retrieval Articolo in rivista Vai
1999 Fast Reliable Head Tracking under Varying Illumination eedings Vai
1999 Unifying Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web Articolo in rivista Vai
1999 Video Indexing Using MPEG Motion Compensation Vectors eedings Vai
1998 Combining Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web eedings Vai
1998 Head Tracking via Robust Registration in Texture Map Images eedings Vai
1998 Distributed Image Databases: Hybrid Similarity Functions eedings Vai
1997 Image Digestion and Relevance Feedback in the ImageRover WWW Search Engine eedings Vai
1997 Automatic Video database Indexing and Retrieval Articolo in rivista Vai
1997 ImageRover: A Content-Based Image Browser for the World Wide Web eedings Vai
1996 Motion and Color Based Video Indexing and Retrieval eedings Vai
1996 Content Based Indexing of Image and Video Databases by Global and Shape Features eedings Vai
1996 Video Indexing using Optical Flow Field eedings Vai
1996 JACOB: Just A COntent Based query system for video databases eedings Vai
1996 Multifeature Image and Video Content-Based storage and retrieval eedings Vai