no code implementations • 23 May 2021 • Bulut Aygunes, Ramazan Gokberk Cinbis, Selim Aksoy
Multisource image analysis that leverages complementary spectral, spatial, and structural information benefits fine-grained object recognition that aims to classify an object into one of many similar subcategories.
no code implementations • 18 Jan 2019 • Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
Fine-grained object recognition concerns the identification of the type of an object among a large number of closely related sub-categories.
no code implementations • 9 Dec 2017 • Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
Fine-grained object recognition that aims to identify the type of an object among a large number of subcategories is an emerging application with the increasing resolution that exposes new details in image data.
no code implementations • 10 Oct 2015 • Baris Gecer, Ozge Yalcinkaya, Onur Tasar, Selim Aksoy
Multi-instance multi-label (MIML) learning is a challenging problem in many aspects.