Browsing UiS Brage by Author "Sulaiman, Muhammad"
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A Machine Learning approach for Building Segmentation using laser data
Finnesand, Erik (Master thesis, 2023)Buildings are essential for population information, city management, and policy-making. Various computer vision technologies have proven helpful in building-related scenarios, where segmentation has proven to be the most ... -
Building Precision: Efficient Encoder-Decoder Networks for Remote Sensing Based on Aerial RGB and LiDAR Data
Sulaiman, Muhammad; Finnesand, Erik; Farmanbar, Mina; Belbachir, Ahmed Nabil; Rong, Chunming (Peer reviewed; Journal article, 2024-04)Precision in building delineation plays a pivotal role in population data analysis, city management, policy making, and disaster management. Leveraging computer vision technologies, particularly deep learning models for ... -
Optimizing Document Classification: Unleashing the Power of Genetic Algorithms
Mustafa, Ghulam; Rauf, Abid; Al-Shamayleh, Ahmad Sami; Sulaiman, Muhammad; Afzal, Muhammad Tanvir; Akhunzada, Adnan (Peer reviewed; Journal article, 2023)Many individuals, including researchers, professors, and students, encounter difficulties when searching for scholarly documents, papers, and journals within a specific domain. Consequently, scholars have begun to focus ...