Browsing by Author "Pizurica, Aleksandra"

A comparison on multiple level features for fusion hyperspectral and LiDAR data

A deep learning approach to crack detection in panel paintings

A robust sparse representation model for hyperspectral image classification

Accelerating in vivo fast spin echo high angular resolution diffusion imaging with an isotropic resolution in mice through compressed sensing

An overview of state-of-the-art image restoration in electron microscopy

Analysis of the statistical dependencies in the curvelet domain and applications in image compression

Automatic detection of welding defects using the convolutional neural network

Class reconstruction driven adversarial domain adaptation for hyperspectral image classification

Classification of multibeam sonar image using the Weyl transform

Deep learning for paint loss detection with a multiscale, translation invariant network

Deep learning for paint loss detection: A case study on the Ghent altarpiece

GPU Rasterization-Based 3D LiDAR Simulation for Deep Learning

Greedy MRI reconstruction using Markov Random Field prior

Group convolutional neural networks for hyperspectral image classification

Hypercomplex algebras for dictionary learning

Hyperspectral unmixing using double reweighted sparse regression and total variation

Image Denoising Algorithms: From Wavelet Shrinkage to Nonlocal Collaborative Filtering

Image processing for research on the Ghent altarpiece

Joint sparsity based sparse subspace clustering for hyperspectral images

Learning Local Image Descriptors with Autoencoders