World's Best Scientists 2026 revealed!
Giuseppe Serra

Giuseppe Serra

Overview

Giuseppe Serra is affiliated with the University of Udine in Italy and specializes primarily in the field of Computer Science. Their research work includes a significant focus on Artificial Intelligence, Computer Vision and Pattern Recognition, and Molecular Biology, along with contributions to Safety Research and Information Systems.

Their research output comprises 92 publications in Computer Science with notable contributions spanning several subfields. The key topics addressed in their work involve:

  • Multimodal Machine Learning Applications
  • Advanced Image and Video Retrieval Techniques
  • Topic Modeling
  • Biomedical Text Mining and Ontologies
  • Video Analysis and Summarization
  • Academic integrity and plagiarism
  • Natural Language Processing Techniques

Giuseppe Serra has authored papers published in various venues including arXiv (Cornell University) with 26 publications, IEEE Transactions on Human-Machine Systems with 17 publications, and single contributions to the Proceedings of the 30th ACM International Conference on Multimedia, Journal of Medical Internet Research, and Current Problems in Cardiology.

Among recent representative papers are:

  • A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval (2022), published in the Proceedings of the 30th ACM International Conference on Multimedia
  • Monitoring User Opinions and Side Effects on COVID-19 Vaccines in the Twittersphere: Infodemiology Study of Tweets (2022), published in the Journal of Medical Internet Research
  • Effectiveness of virtual reality on pain and anxiety in patients undergoing cardiac procedures: A systematic review and meta-analysis of randomized controlled trials (2024), published in Current Problems in Cardiology
  • Extensive evaluation of transformer-based architectures for adverse drug events extraction (2023), published in Knowledge-Based Systems
  • Neural Turing Machines for the Remaining Useful Life estimation problem (2022), published in Computers in Industry

The scientist frequently collaborates with co-authors who include Alex Falcon, Matthew L. Bolton, Ricardo Chavarriaga, Luke, and Birsen Donmez, each with numerous joint publications. These collaborations reflect intersections across various research domains within their expertise.

Best Publications

  • A SIFT-Based Forensic Method for Copy–Move Attack Detection and Transformation Recovery

    I. Amerini;L. Ballan;R. Caldelli;A. Del Bimbo

  • Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model.

    Marcella Cornia;Lorenzo Baraldi;Giuseppe Serra;Rita Cucchiara

  • Copy-move forgery detection and localization by means of robust clustering with J-Linkage

    Irene Amerini;Lamberto Ballan;Roberto Caldelli;Alberto Del Bimbo

  • A deep multi-level network for saliency prediction

    Marcella Cornia;Lorenzo Baraldi;Giuseppe Serra;Rita Cucchiara

  • An Indoor Location-Aware System for an IoT-Based Smart Museum

    Stefano Alletto;Rita Cucchiara;Giuseppe Del Fiore;Luca Mainetti

  • Event detection and recognition for semantic annotation of video

    Lamberto Ballan;Marco Bertini;Alberto Bimbo;Lorenzo Seidenari

  • Gesture Recognition in Ego-centric Videos Using Dense Trajectories and Hand Segmentation

    Lorenzo Baraldi;Francesco Paci;Giuseppe Serra;Luca Benini

  • Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention

    Marcella Cornia;Lorenzo Baraldi;Giuseppe Serra;Rita Cucchiara

  • Geometric tampering estimation by means of a SIFT-based forensic analysis

    Irene Amerini;Lamberto Ballan;Roberto Caldelli;Alberto Del Bimbo

  • Context-Dependent Logo Matching and Recognition

    H. Sahbi;L. Ballan;G. Serra;A. Del Bimbo

  • Semantic annotation and retrieval of video events using multimedia ontologies

    A.D. Bagdanov;M. Bertini;A. Del Bimbo;G. Serra

  • Video Annotation and Retrieval Using Ontologies and Rule Learning

    Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra

  • Hand segmentation for gesture recognition in EGO-vision

    Giuseppe Serra;Marco Camurri;Lorenzo Baraldi;Michela Benedetti

  • Local Pyramidal Descriptors for Image Recognition

    Lorenzo Seidenari;Giuseppe Serra;Andrew D. Bagdanov;Alberto Del Bimbo

  • From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views

    Stefano Alletto;Giuseppe Serra;Simone Calderara;Francesco Solera

  • Video event classification using string kernels

    Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra

  • Effective Codebooks for Human Action Representation and Classification in Unconstrained Videos

    L. Ballan;M. Bertini;A. Del Bimbo;L. Seidenari

  • Tag suggestion and localization in user-generated videos based on social knowledge

    Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Marco Meoni

  • Understanding social relationships in egocentric vision

    Stefano Alletto;Giuseppe Serra;Simone Calderara;Rita Cucchiara

  • Gesture Recognition Using Wearable Vision Sensors to Enhance Visitors’ Museum Experiences

    Lorenzo Baraldi;Francesco Paci;Giuseppe Serra;Luca Benini

Frequent Co-Authors

Rita Cucchiara
Rita Cucchiara University of Modena and Reggio Emilia
Alberto Del Bimbo
Alberto Del Bimbo University of Florence
Marco Bertini
Marco Bertini University of Florence
Costantino Grana
Costantino Grana University of Modena and Reggio Emilia
Luigi Patrono
Luigi Patrono University of Salento
Luca Mainetti
Luca Mainetti University of Salento
Luca Benini
Luca Benini ETH Zurich
Simone Calderara
Simone Calderara University of Modena and Reggio Emilia
Gian Luca Foresti
Gian Luca Foresti University of Udine
Christian Micheloni
Christian Micheloni University of Udine

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring Computer Science in the USA opens up numerous opportunities, both for recent high school graduates and working professionals. For those seeking advanced expertise, many consider pursuing the most worthwhile masters degrees, which can lead to higher salaries and roles in specialized fields like artificial intelligence or cybersecurity.

If you’re looking for a flexible way to start your journey, an online associate's degree in computer science offers foundational knowledge and practical skills, often at a fraction of the cost and time required for a traditional degree.

Affordability is a key concern for many students. Finding a cheap online college can help you minimize student debt while still receiving a quality education in technology fields.

Academic history can also affect your options. Fortunately, there are reputable college with low gpa admission requirements, making it possible for students from diverse backgrounds to access online computer science programs and begin building a rewarding career.

Best Scientists Citing Giuseppe Serra

Trending Scientists