Exploration of Deep Learning-based Computer Vision for the detection of floating plastic debris in waterways

Model-to-Image Registration via Deep Learning towards Image-Guided Endovascular Interventions

Reinforcement learning for hyperparameter tuning in deep learning-based side-channel analysis

Reinforcement Learning for Profiled Side-Channel Analysis: Applications of Q-Learning in the SCA Domain

Indoor 3D Reconstruction from a Single Image

3D Human Pose Estimation: Using a Top-View Depth Camera

Top-Down Networks: A coarse-to-fine reimagination of CNNs

Transfer learning for indoor object classification: From images to point clouds

An Analysis of Deep Learning Based Profiled Side-channel Attacks: Custom Deep Learning Layer, CNN Hyperparameters for Countermeasures, and Portability Settings

Interpreting Information of Deep Neural Networks for Profiled Side Channel Analysis

Image Segmentation of the γ'-Phase in Nickelbase Superalloys utilising Deep Learning

Tissue Characterization by Deep Learning in Medical Hyperspectral Images

Predicting the 1p/19q co-deletion status in low grade gliomas: The effect of using local binary convolutional neural networks

Detecting Empty Wireframe Objects on Micro-Air Vehicles: Applied for Gate Detection in Autonomous Drone Racing

Rotation invariant filters in CNNs: applied to segmentation of aerial images for land-use classification

DeepSleep: A sensor-agnostic approach towards modelling a sleep classification system

Vision-based Terrain Segmentation and Roughness Estimation: Application on the CENTAURO Robot

Vessel Layer Separation of X-ray Angiographic Images using Deep Learning Methods

VidCNN - Learning Blind Video Denoising

Nerve fiber tracing in bright-field images of human skin using deep learning