NSTL国家科技图书文献中心

1. Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance NSTL国家科技图书文献中心

Daniele Berardini | Lucia Migliorelli ... - 《Engineering Applications of Artificial Intelligence》 - 2025,140(Jan.) - 109684.1～109684.12 - 共12页

摘要：The prevalence of crimes involving handguns and knives underscores the importance of early weapon detection. This, along with the spread of video surveillance systems, boosted the development of autom...

关键词： Edge artificial intelligence | Convolutional neural network | Super resolution | Weapon detection | Video surveillance systems

2. Learning-Based Screening of Endothelial Dysfunction From Photoplethysmographic Signals NSTL国家科技图书文献中心

Chiara Calamanti | Sara Moccia ... - 《Journal of modern manufacturing technology》 - 2024,16(1) - 17～28 - 共12页

摘要：Endothelial-Dysfunction (ED) screening is of primary importance to early diagnosis cardiovascular diseases. Recently, approaches to ED screening are focusing more and more on photoplethysmography (PPG...

关键词： Endothelial dysfunction | Photoplethysmography | Machine learning | Computer-assisted screening

3. A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras NSTL国家科技图书文献中心

Daniele Berardini | Lucia Migliorelli ... - 《Multimedia tools and applications》 - 2024,83(7) - 19109～19127 - 共19页 - 被引量：4

摘要：The early detection of handguns and knives from surveillance videos is crucial to enhancepeople’s safety. Despite the increasing development of Deep Learning (DL) methods forgeneral object detection, ...

关键词： Video surveillance system | Deep learning | Indoor weapon detection | Edgecomputing | Single board computer

4. Benchmark Analysis of YOLOv8 for Edge AI Video-Surveillance Applications NSTL国家科技图书文献中心

Daniele Berardini | Lucia Migliorelli ... - 《2024 20th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications》 - IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications - 2024, - 1～7 - 共7页

摘要：Video surveillance systems (VSSs) are crucial for identifying crimes involving handheld weapons, but their effectiveness is limited by high operational costs and the need for continuous human monitori...

关键词： Performance evaluation | Costs | Weapons | Computational modeling | Image edge detection | Computer architecture | Edge AI | Video surveillance | Nanoscale devices | Monitoring

5. An AI-Driven Prototype for Groundwater Level Prediction: Exploring the Gorgovivo Spring Case Study NSTL国家科技图书文献中心

Alessandro Galdelli | Gagan Narang ... - 《Image Analysis and Processing - ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11-15, 2023, Proceedings, p.II》 - International Conference on Image Analysis and Processing - 2023, - 418～429 - 共12页

摘要：Water is a vital yet increasingly endangered resource, that stands on the precipice of depletion and degradation, threatened by pollution, overexploitation, habitat alteration, and the looming spectre...

关键词： Groundwater level prediction | Artificial intelligence | Grogovivo spring | Time series forecasting | Prophet

6. A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy NSTL国家科技图书文献中心

Lucia Migliorelli | Sara Moccia ... - 《2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society: 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 24-27 July 2023, Sydney, Australia》 - Annual International Conference of the IEEE Engineering in Medicine and Biology Society - 2023, - 1～4 - 共4页

摘要：Spinal muscular atrophy (SMA) is a rare neuromuscular disease which may cause impairments in oro-facial musculature. Most of the individuals with SMA present bulbar signs such as flaccid dysarthria wh...

关键词： Atrophy | Neurological diseases | Evolution (biology) | Neuromuscular | Medical services | Stroke (medical condition) | Convolutional neural networks

7. Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation EI 工程索引 NSTL国家科技图书文献中心

Carolina Goncalves | Joao M. Lopes ... - 《Expert Systems with Application》 - 2023,228(Oct.) - 120288.1～120288.23 - 共23页

摘要：Gait disabilities are among the most frequent impairments worldwide. Their treatment increasingly relies on rehabilitation therapies, in which smart walkers are being introduced to empower the user's ...

关键词： Deep learning | Early action detection | Early action recognition | Human motion decoding | Human-robot interaction | RGB-D video | Smart walker

8. Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring NSTL国家科技图书文献中心

Lucia Migliorelli | Simona Tiribelli ... - 《Computer》 - 2023,56(5) - 84～93 - 共10页 - 被引量：2

摘要：This work proposes an ethical framework that highlights possible ethical risks in the design and use of deep-learning-based vision systems for monitoring infants’ movements in neonatal intensive care ...

关键词： Ethics | Pediatrics | Machine vision | Deep learning | Artificial intelligence | Vision sensors

9. An accurate estimation of preterm infants' limb pose from depth images using deep neural networks with densely connected atrous spatial convolutions EI 工程索引 SCIE Web of Science核心 NSTL国家科技图书文献中心

Lucia Migliorelli | Emanuele Frontoni ... - 《Expert Systems with Application》 - 2022,204(Oct.) - 117458.1～117458.11 - 共11页 - 被引量：1

摘要：Continuing monitoring preterm infants' spontaneous motility during and after the hospitalization is of primary importance to early recognizing preterm-birth neurological complications. This work propo...

关键词： Pose estimation | Preterm birth | Atrous convolutions | Convolutional neural networks | Depth images | Neonatology

10. Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? NSTL国家科技图书文献中心

Alessandro Cacciator... | Lucia Migliorelli ... - 《Image analysis and processing : Part II /》 - International Conference on Image Analysis and Processing - 2022, - 165～175 - 共11页

摘要：Preterm infants' spontaneous movements monitoring is a valuable ally to early recognise neuro-motor impairments, especially common in infants born before term. Currently, highly-specialized clinicians...