Master thesis topics 2017-2018

Topics in artificial intelligence for computer vision

• Deep Learning in Image Classification Tasks

• Human Action Modelling Using Reinforcement Learning

• Hyperspectral image classification using sparse representation techniques

• Understanding generalization and overfitting in artificial neural networks

• Using image characteristics to improve cluster identification of phytoplanktonic organisms

Topics in computer graphics and digital painting analysis

• Advanced Digital Image Inpainting

• Quaternion sparse representation model for color image processing

• Signal Processing Techniques for the Analysis of Digitised Paintings

• Virtual Restoration of Paintings

• Waveletgebaseerde ruisonderdrukking van 3D puntenwolken

Topics in image/video quality assessment

• Automatic video quality assessment for surveillance applications

• Perceptual contribution of temporal distortions to overall quality in processed videos

• Quality assessment of MRI images reconstructed with Compressed Sensing

Topics in compressed sensing and image reconstruction

• SparseMRI - Vernieuwende signaalprocessingstechnieken voor snellere vorming van MRI beelden

• Quantitative tomographic microwave imaging of the breast

Topics in medical image analysis

• Diffusion MRI and connectomics: quantifying uncertainty in brain network measures

• Lobular Decomposition in Medical Images

• Detection and Segmentation of Cerebral Arteriovenous Malformations in Digital Subtraction Angiography Images