• Full Reference Image Quality Assessment using Siamese Neural Network 

      Islam, Akib Jayed (Master thesis, 2023)
      This study aims to explore the application of Siamese Neural Networks (SNN) in Full-Reference Image Quality Assessment (FR-IQA). The goal is to develop an efficient and accurate model to predict perceived image quality and ...
    • The Role of Shape in Modeling Gloss 

      Gigilashvili, Davit; Islam, Akib Jayed (Peer reviewed; Journal article, 2022)
      Gloss is an important appearance attribute, and its exact perceptual mechanisms are yet to be fully understood. Previous works attempted to model the relationship between optical and perceptual gloss. The state-of-the-art ...