Ldmres-Net: a lightweight neural network for efficient medical image segmentation on iot and edge devices

S Iqbal, TM Khan, SS Naqvi, A Naveed… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
In this study, we propose LDMRes-Net, a lightweight dual-multiscale residual block-based
convolutional neural network tailored for medical image segmentation on IoT and edge …

Region guided attention network for retinal vessel segmentation

S Javed, TM Khan, A Qayyum, A Sowmya… - arxiv preprint arxiv …, 2024 - arxiv.org
Retinal imaging has emerged as a promising method of addressing this challenge, taking
advantage of the unique structure of the retina. The retina is an embryonic extension of the …

Density-aware U-net for unstructured environment dust segmentation

Y Fu, M Gao, G **e, M Hu, C Wei… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Vision-based segmentation methods rely heavily on image quality, and mining
environments are full of dust, which greatly reduces visibility. Efficient and accurate …