Aleksandra Pizurica
Orcid: 0000-0002-9322-4999Affiliations:
- Ghent University, Belgium
According to our database1,
Aleksandra Pizurica
authored at least 196 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Geosci. Remote. Sens., 2024
2023
Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Sensors, October, 2023
An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images.
IEEE Trans. Neural Networks Learn. Syst., July, 2023
From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images.
Remote. Sens., June, 2023
SoftwareX, May, 2023
Segment-then-Segment: Context-Preserving Crop-Based Segmentation for Large Biomedical Images.
Sensors, January, 2023
OsmLocator: locating overlapping scatter marks with a non-training generative perspective.
CoRR, 2023
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
D4SC: Deep Supervised Semantic Segmentation for Seabed Characterisation in Low-Label Regime.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Model-Aware Deep Learning for the Clustering of Hyperspectral Images with Context Preservation.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
A Unified Multiview Spectral Feature Learning Framework for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Spectral Feature Fusion Networks With Dual Attention for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Fully Group Convolutional Neural Networks for Robust Spectral-Spatial Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Hybrid-Hypergraph Regularized Multiview Subspace Clustering for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Editorial to Special Issue "Remote Sensing Image Denoising, Restoration and Reconstruction".
Remote. Sens., 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Self-supervised Learning as a Means to Reduce the Need for Labeled Data in Medical Image Analysis.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Acoustic Seafloor Classification Using the Weyl Transform of Multibeam Echosounder Backscatter Mosaic.
Remote. Sens., 2021
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021
Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021
Proceedings of the Fourteenth International Conference on Machine Vision, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Multimodal Target Detection by Sparse Coding: Application to Paint Loss Detection in Paintings.
IEEE Trans. Image Process., 2020
Deep Feature Fusion via Two-Stream Convolutional Neural Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Sensors, 2020
A Robust Dynamic Classifier Selection Approach for Hyperspectral Images with Imprecise Label Information.
Sensors, 2020
Three-Dimensional Block Matching Using Orthonormal Tree-Structured Haar Transform for Multichannel Images.
J. Imaging, 2020
Learned BRIEF - transferring the knowledge from hand-crafted to learning-based descriptors.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure.
Comput. Biol. Medicine, 2019
Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Image Processing and Communications, 2019
Proceedings of the Image Processing and Communications, 2019
Deep Learning for Paint Loss Detection with a multiscale, translation invariant network.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Fast Cube Matching Using Orthogonal Tree-Structured Haar Transform for Multispectral Images.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019
Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Automated visual inspection algorithm for the reflection detection and removing in image sequences.
Proceedings of the Twelfth International Conference on Machine Vision, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
Comput. Biol. Medicine, 2018
Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE Trans. Medical Imaging, 2017
Sensors, 2017
Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017
Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation.
IEEE Geosci. Remote. Sens. Lett., 2017
Proceedings of the Joint Urban Remote Sensing Event, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Circuits Syst. Video Technol., 2016
Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Achievability of the rate-distortion function in binary uniform source coding with side information.
Proceedings of the 23rd International Conference on Telecommunications, 2016
Compressed sensing in MRI with a Markov random field prior for spatial clustering of subband coefficients.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Trans. Image Process., 2015
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment.
IEEE Signal Process. Mag., 2015
NeuroImage, 2015
Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features.
IEEE Geosci. Remote. Sens. Lett., 2015
Eng. Appl. Artif. Intell., 2015
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR, 2014
Robust segmentation methods with an application to aortic pulse wave velocity calculation.
Comput. Medical Imaging Graph., 2014
Online Non-rigid Structure-from-Motion based on a Keyframe Representation of History.
Proceedings of the VISAPP 2014, 2014
Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
3D quantitative microwave imaging from sparsely measured data with Huber regularization.
Proceedings of the Computational Imaging XII, 2014
2013
Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013
Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece.
Signal Process., 2013
Vehicle matching in smart camera networks using image projection profiles at multiple instances.
Image Vis. Comput., 2013
Advanced statistical tools for enhanced quality digital imaging with realistic capture models.
EURASIP J. Adv. Signal Process., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Two-stage denoising method for hyperspectral images combining KPCA and total variation.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the International Conference on 3D Imaging, 2013
Three-dimensional quantitative microwave imaging of realistic numerical breast phantoms using Huber regularization.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013
Bayesian demosaicing using gaussian scale mixture priors with local adaptivity in the dual tree complex wavelet packet transform domain.
Proceedings of the Computational Imaging XI, 2013
2012
Classification of Hyperspectral Data Over Urban Areas Using Directional Morphological Profiles and Semi-Supervised Feature Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Neighborhood-consensus message passing as a framework for generalized iterated conditional expectations.
Pattern Recognit. Lett., 2012
Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation.
Medical Image Anal., 2012
EURASIP J. Adv. Signal Process., 2012
Texture and color descriptors as a tool for context-aware patch-based image inpainting.
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Object identification by using orthonormal circus functions from the trace transform.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Quantitative microwave tomography from sparse measurements using a robust huber regularizer.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques, 2012
Proceedings of the Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques, 2012
Classification of Hyperspectral Data over Urban Areas Based on Extended Morphological Profile with Partial Reconstruction.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012
2011
Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data.
Signal Process., 2011
Pattern Recognit. Lett., 2011
Denoising algorithm for the 3D depth map sequences based on multihypothesis motion estimation.
EURASIP J. Adv. Signal Process., 2011
Proceedings of the Real-Time Image and Video Processing 2011, 2011
Feature extraction for hyperspectral images based on semi-supervised local discriminant analysis.
Proceedings of the Joint Urban Remote Sensing Event, 2011
Neighbourhood-consensus message passing and its potentials in image processing applications.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Reconstruction of High Dynamic Range images with poisson noise modeling and integrated denoising.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Single Image Example-Based Super-Resolution Using Cross-Scale Patch Matching and Markov Random Field Modelling.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011
Automatic 3D graph cuts for brain cortex segmentation in patients with focal cortical dysplasia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011
Non-Overlapping Multi-camera Detection and Tracking of Vehicles in Tunnel Surveillance.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011
2010
A recursive scheme for computing autocorrelation functions of decimated complex wavelet subbands.
IEEE Trans. Signal Process., 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010
2009
Passive Error Concealment for Wavelet-Coded I-Frames With an Inhomogeneous Gauss-Markov Random Field Model.
IEEE Trans. Image Process., 2009
IEEE Trans. Image Process., 2009
Removal of Correlated Noise by Modeling the Signal of Interest in the Wavelet Domain.
IEEE Trans. Image Process., 2009
Combined Wavelet-Domain and Motion-Compensated Video Denoising Based on Video Codec Motion Estimation Methods.
IEEE Trans. Circuits Syst. Video Technol., 2009
A filter design technique for improving the directional selectivity of the first scale of the Dual-Tree complex wavelet transform.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
2008
Optimization of Packetization Masks for Image Coding Based on an Objective Cost Function for Desired Packet Spreading.
IEEE Trans. Image Process., 2008
IEEE Signal Process. Lett., 2008
Signal Image Video Process., 2008
J. Electronic Imaging, 2008
J. Electronic Imaging, 2008
Image Vis. Comput., 2008
Active Appearance Model (AAM) - From Theory to Implementation.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Machine vision detection of isolated and overlapped nematode worms using skeleton analysis.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Automatic Individual Detection and Separation of Multiple Overlapped Nematode Worms Using Skeleton Analysis.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Skeleton analysis of population images for detection of isolated and overlapped nematode C.Elegans.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Edge Linking Based Method to Detect and Separate Individual C. Elegans Worms in Culture.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008
Passive Error Concealment for Wavelet Coded Images with Efficient Reconstruction of High-Frequency Content.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008
2007
Locally adaptive reconstruction of lost low-frequency coefficients in wavelet coded images.
Proceedings of the Visual Communications and Image Processing 2007, 2007
Locally Adaptive Intrasubband Interpolation of Lost Lowfrequency Coefficients Inwavelet Coded Images.
Proceedings of the International Conference on Image Processing, 2007
Removal of Correlated Noise by Modeling Spatial Correlations and Interscale Dependencies in the Complex Wavelet Domain.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007
Extending the Depth of Field in Microscopy Through Curvelet-Based Frequency-Adaptive Image Fusion.
Proceedings of the IEEE International Conference on Acoustics, 2007
Rate Allocation Algorithm for Pixel-Domain Distributed Video Coding Without Feedback Channel.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Improved Pixel-Based Rate Allocation for Pixel-Domain Distributed Video Coders Without Feedback Channel.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
Analysis of the Statistical Dependencies in the Curvelet Domain and Applications in Image Compression.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007
2006
Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising.
IEEE Trans. Image Process., 2006
IEEE Trans. Circuits Syst. Video Technol., 2006
IEEE Signal Process. Lett., 2006
IEEE Signal Process. Lett., 2006
Pattern Recognit. Lett., 2006
J. Electronic Imaging, 2006
EURASIP J. Embed. Syst., 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006
2005
Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Fuzzy logic recursive change detection for tracking and denoising of video sequences.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005
2004
Recursive temporal denoising and motion estimation of video.
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
IEEE Trans. Medical Imaging, 2003
An integrated method of adaptive enhancement for unsupervised segmentation of MRI brain images.
Pattern Recognit. Lett., 2003
Proceedings of the Visual Content Processing and Representation, 2003
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003
2002
A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising.
IEEE Trans. Image Process., 2002
2001
Despeckling SAR images using wavelets and a new class of adaptive shrinkage estimators.
Proceedings of the 2001 International Conference on Image Processing, 2001
A novel method for adaptive enhancement and unsupervised segmentation of MRI brain image.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Enhancement of Noisy Images using a Multiscale Edge Reconstruction Technique.
Proceedings of the Signal and Image Processing (SIP), 1999