Research Group for Artificial Intelligence and Sparse Modelling - GAIM

Master thesis topics 2020-2021

Topics in AI and machine learning for computer vision

• Capsule Networks for Hyperspectral Image Classification

• Convolutional Neural Networks (CNNs) analysed via sparse coding

• Deep image hashing based on autoencoders

• Network explainability via Variational Auto-encoders

• Hyperspectral image classification using sparse representation techniques

• Sparse subspace clustering for large scale hyperspectral data

• Towards interpretable deep learning models for skin lesion classification

Topics in computer graphics and digital image processing

• Middellijn detectie van tubulaire structuren bij weefmachinebouwer Picanol

• Quaternion sparse representation model for color image processing . Nederlandse versie: Quaternionisch schaars representatiemodel voor verwerking van kleurenafbeeldingen

• Multimodal image registration - case study on Ghent Altarpiece

• Virtual Restoration of Paintings

Topics in medical image analysis

• Skin Cancer Related Feature Visualization using Advanced Image Processing

• Towards interpretable deep learning models for skin lesion classification