Profile Zeineb Daoud
First Name
Zeineb
Last Name
Daoud
Address
Zip code
3038
Biography
Zeineb Daoud is a Ph.D, Engineer in Computer Cystems Engineering. She received her engineering diploma in computer science from the National Engineering School of Sfax (ENIS), in September 2017. She then obtained her Ph.D degree in Computer Systems Engineering in December 2023, at the National Engineering School of Sfax. She is a member of REGIM-Lab (Research Groups in Intelligent Machines, University of Sfax, Tunisia). Her research interests include computer vision, image and video processing, deep learning, neural networks, video surveillance, and fire recognition, particularly fire classification, detection, and tracking.
Research Interests
Computer Vision, Image and video processing, Deep Learning, Neural networks, Video surveillance, Fire recognition, Fire classification, Fire detection, Fire tracking
H-index: 3 Total citation: 25
📚 Scientific Publications
| Title & Authors | Conference/Revue | Year | Citations |
|---|---|---|---|
| A one stream three-dimensional convolutional neural network for fire recognition based on Spatio-temporal fire analysis Z Daoud, A Ben Hamida, C Ben Amar, S Miguet |
Evolving Systems 15 (6), 2355-2381, 2024 | 2024 | 3 |
| Fire object detection and tracking based on deep learning model and Kalman Filter Z Daoud, A Ben Hamida, C Ben Amar |
Arabian Journal for Science and Engineering 49 (3), 3651-3669, 2024 | 2024 | 7 |
| FireClassNet: a deep convolutional neural network approach for PJF fire images classification Z Daoud, A Ben Hamida, C Ben Amar |
Neural Computing and Applications 35 (26), 19069-19085, 2023 | 2023 | 11 |
| A fire detection model based on tiny-yolov3 with hyperparameters improvement Z Daoud, AB Hamida, CB Amar |
2021 17th IEEE International Conference on Advanced Video and Signal Based�…, 2021 | 2021 | 1 |
| Automatic video fire detection approach based on PJF color modeling and spatio-temporal analysis Z Daoud, A Ben Hamida, C Ben Amar |
The 27th International Conference on Computer Graphics, Visualization and�…, 2019 | 2019 | 3 |