Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images

AS Podda, R Balia, S Barra, S Carta, G Fenu… - Journal of computational …, 2022 - Elsevier
Breast cancer is the most prevalent type of cancer among the female world population. Its
early detection has a crucial role in enhancing the effectiveness of treatments, as well as …

[HTML][HTML] CARgram: CNN-based accident recognition from road sounds through intensity-projected spectrogram analysis

AS Podda, R Balia, L Pompianu, S Carta, G Fenu… - Digital Signal …, 2024 - Elsevier
Road surveillance systems play an important role in traffic monitoring and detecting
hazardous events. In recent years, several artificial intelligence-based approaches have …

Can Existing 3D Monocular Object Detection Methods Work in Roadside Contexts? A Reproducibility Study

S Barra, M Marras, S Mohamed, AS Podda… - … Conference of the Italian …, 2023 - Springer
Detecting 3D objects in images from urban monocular cameras is essential to enable
intelligent monitoring applications for local municipalities decision-support systems …

Combining Self‐Supervised Learning and Yolo v4 Network for Construction Vehicle Detection

Y Zhang, X Hou, X Hou - Mobile Information Systems, 2022 - Wiley Online Library
At present, there are many application fields of target detection, but it is very difficult to apply
intelligent traffic target detection in the construction site because of the complex environment …

[HTML][HTML] Trusted Outdoor Multi-Camera Tracking System Powered by FPGA

O Al-Shamma, MA Fadhel - Journal of Engineering Research, 2024 - Elsevier
Computer vision has become a crucial area of research due to the increasing use of
electronics, information technology, and network communication. Adding more algorithms to …

A comparison of audio-based deep learning methods for detecting anomalous road events

R Balia, A Giuliani, L Piano, A Pisu, R Saia… - Procedia Computer …, 2022 - Elsevier
Road surveillance systems have an important role in monitoring roads and safeguarding
their users. Many of these systems are based on video streams acquired from urban video …

Signal timing parameters inference method at intersections using license plate recognition data

Q Lin, J Chen, G Li, Z He - IET Intelligent Transport Systems, 2022 - Wiley Online Library
Signal timing parameters are essential components in traffic signal control (TSC). It affects
not only traffic management, but also traffic safety. However, due to the confidential issues of …

Check for updates Enhancing LiDAR Performance: Robust De-Skewing Exclusively Relying on Range Measurements

OAAK Salem, EGD iD, L Brizi… - … 2023–Advances in …, 2023 - books.google.com
Most commercially available Light Detection and Ranging (LiDAR) s measure the distances
along a 2D section of the environment by sequentially sampling the free range along …

A Practical Approach for Vehicle Speed Estimation in Smart Cities

S Barra, S Carta, A Meloni, AS Podda… - … Conference on Machine …, 2022 - Springer
The last few decades have witnessed the increasing deployment of digital technologies in
the urban environment with the goal of creating improved services to citizens especially …

Development of a Delphi Based Ultrasonic Testing Expert System

BD Cahyono - Journal of Computer Science Advancements, 2023 - journal.ypidathu.or.id
A person who has the expertise to operate ultrasonic testing in the field of ultrasonic called
experts. Currently very difficult to obtain an ultrasonic expert in an industry. For the expert …