Publications

Affichage de 111 à 120 sur 16133


  • Article dans une revue

Gated Attention-Augmented Double U-Net for White Blood Cell Segmentation

Ilyes Benaissa, Athmane Zitouni, Salim Sbaa, Nizamettin Aydin, Ahmed Chaouki Megherbi, Abdellah Zakaria Sellam, Abdelmalik Taleb-Ahmed, Cosimo Distante

Segmentation of white blood cells is critical for a wide range of applications. It aims to identify and isolate individual white blood cells from medical images, enabling accurate diagnosis and monitoring of diseases. In the last decade, many researchers have focused on this task using U-Net, one…

Journal of Imaging, 2025, 11 (11), pp.386. ⟨10.3390/jimaging11110386⟩. ⟨hal-05393584⟩

  • Article dans une revue

LoLA-SpecViT: Local attention SwiGLU vision transformer with LoRA for hyperspectral imaging

Fadi Abdeladhim Zidi, Djamel Eddine Boukhari, Abdellah Zakaria Sellam, Abdelkrim Ouafi, Cosimo Distante, Salah Eddine Bekhouche, Abdelmalik Taleb-Ahmed

<div xmlns="http://www.tei-c.org/ns/1.0"><p>Hyperspectral image classification remains a challenging task due to the high dimensionality of spectral data, significant inter-band redundancy, and the limited availability of annotated samples. While recent transformer-based…

International Journal of Applied Earth Observation and Geoinformation, 2025, 144, pp.104924. ⟨10.1016/j.jag.2025.104924⟩. ⟨hal-05393562⟩