Martin Jones

Research Interests

Applied Machine Learning Big data processing Bioimage Biomedical image analysis Biophysics Computer vision Control Convolutional neural networks Data compression Deep Learning Fluorescence microscopy Generative adversarial networks Image analysis Image processing Image registration Image segmentation Image understanding Imaging Imaging physics Light sheet imaging Live microscopy Machine Learning Mechanical modelling Medical Image Analysis Medical image computing Modelling Optical imaging Optical microscopy Parallel computing Pattern recognition Physics Random forests Semantic segmentation Shape analysis Super-resolution Super-resolution algorithms Texture analysis Validation Virtual reality