Research Group for Artificial Intelligence and Sparse Modelling - GAIM

Master thesis topics 2019-2020

Topics in AI and machine learning for computer vision

• Context-aware saliency detection algorithms

• Deep Learning in Image Classification Tasks

• Hyperspectral image classification using sparse representation techniques

• Machine learning based attribute detection and segmentation of lesions

• Non-black-box machine learning for skin cancer classification

Topics in computer graphics and digital image processing

• Advanced Digital Image Inpainting

• Finsler geometry approach to Beltrami framework for image processing. Nederlandse versie: Finsler meetkundige benadering van het Beltrami-kader voor beeldverwerking

• Multimodal image registration - case study on Ghent Altarpiece

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

• Signal Processing Techniques for the Analysis of Digitised Paintings

• Skin Cancer Related Feature Visualization using Advanced Image Processing

Topics in image/video quality assessment

• Automatic video quality assessment for surveillance applications

Topics in medical image analysis

• Machine learning based attribute detection and segmentation of lesions

• Non-black-box machine learning for skin cancer classification

• Skin Cancer Related Feature Visualization using Advanced Image Processing