Maria De Marsico

Pubblicazioni

Titolo Pubblicato in Anno
Exploring biometric domain adaptation in human action recognition models for unconstrained environments MULTIMEDIA TOOLS AND APPLICATIONS 2024
User gait biometrics in smart ambient applications through wearable accelerometer signals: an analysis of the influence of training setup on recognition accuracy JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING 2024
Zero-shot Ear Cross-dataset Transfer for Person Recognition on Mobile Devices PATTERN RECOGNITION LETTERS 2023
Using PGAN to Create Synthetic Face Images to Reduce Bias in Biometric Systems Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges Montreal, QC, Canada, August 21–25, 2022, Proceedings, Part III 2023
Emotion recognition at a distance: The robustness of machine learning based on hand-crafted facial features vs deep learning models IMAGE AND VISION COMPUTING 2023
Poster: Human Presence Detection After Earthquakes: An AI-Based Implicit User Interface on the Smartphone CHItaly '23: Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter 2023
Emotion recognition at a distance: The robustness of machine learning based on hand-crafted facial features vs deep learning models IMAGE AND VISION COMPUTING 2023
LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements Proceedings of the International Conference on Image Analysis and Processing (ICIAP) 2023
Signal Enhancement and Efficient DTW-based Comparison for Wearable Gait Recognition COMPUTERS & SECURITY 2023
Multimodal Emotion Recognition via Convolutional Neural Networks: Comparison of different strategies on two multimodal datasets ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023
LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
A Comprehensive Survey on Methods for Image Integrity ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS 2023
Comparison of two architectures for text-independent verification after character-unaware text segmentation BIOSIG 2023 - Proceedings of the 22nd International Conference of the Biometrics Special Interest Group 2023
A Natural Human-Drone Embodied Interface: Empirical Comparison With a Traditional Interface FRONTIERS IN NEUROROBOTICS 2022
Your face may say the truth when you lie ACM International Conference Proceeding Series 2022
Towards the suitability of gait wearable signal processing for long term recognition 2022 IEEE International Joint Conference on Biometrics, IJCB 2022 2022
Inflated 3D ConvNet context analysis for violence detection MACHINE VISION AND APPLICATIONS 2022
Special issue on novel insights on ocular biometrics IMAGE AND VISION COMPUTING 2021
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods 2021 2021
Pattern Recognition Applications and Methods - 9th International Conference, ICPRAM 2020, Valletta, Malta, February 22–24, 2020, Revised Selected Papers 2021

ERC

  • PE6_7
  • PE6_8
  • PE6_9
  • PE6_11

KET

  • Big data & computing

Interessi di ricerca

The main scientific interests focus on biometric systems (especially face recognition, iris recognition, and gait recognition via wearable sensors) and on the design of multimodal systems for natural human-computer interaction. The advanced applications in the context of smart ambient represent a possible cross between the two areas.

 

I principali interessi di ricerca sono focalizzati sui sistemi biometrici (specialmente riconoscimento del volto, riconoscimento dell'iride e riconoscimento della camminata attraverso sensori indossabili) e sulla progettazione di sistemi multimodali per l'interazione naturale tra uomo e computer. Le applicazioni avanzate nel contesto dello smart ambient rappresentano il punto di incontro tra le due aree.

Keywords

Biometric systems
Multimodal interaction

Progetti di Ricerca

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