Yazar "Şahin, M. Faruk" için listeleme
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DSPCI-MTL: Dynamic split point computing in multi-task learning implementation with collaborative intelligence
Şahin, M. Faruk; Yeganli, S. Faegheh; Kiani, Farzad (ELSEVIER, 2025)Deep Neural Networks (DNNs) have become a crucial technology in image processing, renowned for their ability to generate effective feature maps. The integration of DNNs within Internet of Things (IoT) environments, ... -
Metaheuristics role in image processing and computer vision applications: a comprehensive review
Şahin, M. Faruk; Anka, Ferzat (SPRINGER, 2025)Meta-Heuristic (MH) algorithms have gained prominence in computer vision and image processing due to their efficacy in solving complicated, high-dimensional optimization challenges. This review study thoroughly evaluates ... -
Unified Deep Learning Method for Accurate Brain Tumor Segmentation Using Vertical Voxel Grouping and Wavelet Features
Şahin, M. Faruk; Yeganli, S. Faegheh; Uludağ, Gönül; Yeganli, Faezeh; Anka, Ferzat (SPRINGER LONDON LTD, 2025)Brain tumor segmentation plays a vital role in medical imaging, enabling accurate diagnosis and guiding treatment decisions. Despite notable progress driven by deep neural networks (DNNs) and multi-parametric magnetic ...
