Browsing Artificial Intelligence by Author "Özyeğin University"
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A comparative study for 6D pose estimation of textureless and symmetric objects used in automotive manufacturing industry
Doruk, Abdullah Enes; Ozkaya, T. E.; Gülez, F.; Uslu, F. (IEEE, 2023)6D pose estimation of industrial objects on RGB images has a high potential to accelerate the automation of robotic manipulations in the automotive manufacturing industry. Despite its high potential, this problem has not ... -
Data fusion analysis and synthesis framework for improving disaster situation awareness
Aksit, M.; Say, Hanne; Eren, Mehmet Arda; de Camargo, V. V. (MDPI, 2023-09)To carry out required aid operations efficiently and effectively after an occurrence of a disaster such as an earthquake, emergency control centers must determine the effect of disasters precisely and and in a timely manner. ... -
Deep transformer-based asset price and direction prediction
Gezici, Abdul Haluk Batur; Sefer, Emre (IEEE, 2024)The field of algorithmic trading, driven by deep learning methodologies, has garnered substantial attention in recent times. Within this domain, transformers, convolutional neural networks, and patch embedding-based ... -
Deterministic neural illumination mapping for efficient auto-white balance correction
Kınlı, Osman Furkan; Yılmaz, Doğa; Özcan, Barış; Kıraç, Mustafa Furkan (IEEE, 2023)Auto-white balance (AWB) correction is a critical operation in image signal processors for accurate and consistent color correction across various illumination scenarios. This paper presents a novel and efficient AWB ...
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