Aleksandra Pizurica

According to our database1, Aleksandra Pizurica authored at least 151 papers between 1999 and 2019.

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2019
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2019

Hierarchical Metric Learning for Optical Remote Sensing Scene Categorization.
IEEE Geosci. Remote Sensing Lett., 2019

Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure.
Comp. in Bio. and Med., 2019

Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Learning Local Image Descriptors with Autoencoders.
Proceedings of the Image Processing and Communications, 2019

Classification of Multibeam Sonar Image Using the Weyl Transform.
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

Group Convolutional Neural Networks for Hyperspectral Image Classification.
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

Autoencoder-Learned Local Image Descriptor for Image Inpainting.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Partial Convolution Based Multimodal Autoencoder for Art Investigation.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018
Skeletonization method for vessel delineation of arteriovenous malformation.
Comp. in Bio. and Med., 2018

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Octonion Sparse Representation for Color and Multispectral Image Processing.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Sparse Recovery in Magnetic Resonance Imaging With a Markov Random Field Prior.
IEEE Trans. Med. Imaging, 2017

A Robust Sparse Representation Model for Hyperspectral Image Classification.
Sensors, 2017

Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2017

Hyperspectral Unmixing Using Double Reweighted Sparse Regression and Total Variation.
IEEE Geosci. Remote Sensing Lett., 2017

A comparison on multiple level features for fusion of hyperspectral and LiDAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Robust joint sparsity model for hyperspectral image classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Introduction of New Associate Editors.
IEEE Trans. Circuits Syst. Video Techn., 2016

Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016

Exploiting the low-rank property of hyperspectral imagery: A technical overview.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hyperspectral unmixing by reweighted low rank and total variation.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Double reweighted sparse regression for hyperspectral unmixing.
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
Context-Aware Patch-Based Image Inpainting Using Markov Random Field Modeling.
IEEE Trans. Image Processing, 2015

Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment.
IEEE Signal Process. Mag., 2015

The effect of Gibbs ringing artifacts on measures derived from diffusion MRI.
NeuroImage, 2015

Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features.
IEEE Geosci. Remote Sensing Lett., 2015

Split-and-match: A Bayesian framework for vehicle re-identification in road tunnels.
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

Compressed Sensing using sparse binary measurements: A rateless coding perspective.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

2014
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Pattern Encoding on the Poincare Sphere.
CoRR, 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. Geoscience and Remote Sensing, 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. Sig. Proc., 2013

Hyperspectral image deblurring with PCA and total variation.
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

Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures.
Proceedings of the IEEE International Conference on Image Processing, 2013

New insights in Huber and TV-like regularizers in microwave imaging.
Proceedings of the IEEE International Conference on Image Processing, 2013

Obstacle detection for pedestrians with a visual impairment based on 3D imaging.
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

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. Topics in Appl. Earth Observ. and Remote Sensing, 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

Total least square kernel regression.
J. Vis. Commun. Image Represent., 2012

Realistic camera noise modeling with application to improved HDR synthesis.
EURASIP J. Adv. Sig. Proc., 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

Markov Random Field based image inpainting with context-aware label selection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A primal-dual algorithm for joint demosaicking and deconvolution.
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

Combined non-local and multi-resolution sparsity prior in image restoration.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Centerline calculation for extracting abdominal aorta in 3-D MRI images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Joint photometric and geometric image registration in the total least square sense.
Pattern Recognit. Lett., 2011

Denoising algorithm for the 3D depth map sequences based on multihypothesis motion estimation.
EURASIP J. Adv. Sig. Proc., 2011

Real-time vehicle matching for multi-camera tunnel surveillance.
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

Classification of multi-source images using color morphological profiles.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Spatiogram features to characterize pearls in paintings.
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

Segmentation of brain blood vessels using projections in 3-D CT angiography images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting.
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 Processing, 2010

Consistent joint photometric and geometric image registration.
Proceedings of the International Conference on Image Processing, 2010

A fast iterative kernel PCA feature extraction for hyperspectral images.
Proceedings of the International Conference on Image Processing, 2010

Compass: a joint framework for Parallel Imaging and Compressive Sensing in MRI.
Proceedings of the International Conference on Image Processing, 2010

Surface Reconstruction of Wear in Carpets by Using a Wavelet Edge Detector.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

A GPU-Accelerated Real-Time NLMeans Algorithm for Denoising Color Video Sequences.
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 Processing, 2009

Image Denoising Using Mixtures of Projected Gaussian Scale Mixtures.
IEEE Trans. Image Processing, 2009

Removal of Correlated Noise by Modeling the Signal of Interest in the Wavelet Domain.
IEEE Trans. Image Processing, 2009

Combined Wavelet-Domain and Motion-Compensated Video Denoising Based on Video Codec Motion Estimation Methods.
IEEE Trans. Circuits Syst. Video Techn., 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

Robust Detection and Tracking of Moving Objects in Traffic Video Surveillance.
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 Processing, 2008

Locally Adaptive Passive Error Concealment for Wavelet Coded Images.
IEEE Signal Process. Lett., 2008

Reduced decoder complexity and latency in pixel-domain Wyner-Ziv video coders.
Signal, Image and Video Processing, 2008

Context adaptive image denoising through modeling of curvelet domain statistics.
J. Electronic Imaging, 2008

Video denoising by fuzzy motion and detail adaptive averaging.
J. Electronic Imaging, 2008

Denoising of multicomponent images using wavelet least-squares estimators.
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

EM-based estimation of spatially variant correlated image noise.
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

Removal of correlated Rician noise in Magnetic Resonance Imaging.
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

Object Tracking Using Naive Bayesian Classifiers.
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

A Distributed Coding-Based Content-Aware Multi-View Video System.
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

Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs.
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

A New Fuzzy Motion and Detail Adaptive Video Filter.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

Noise Removal from Images by Projecting onto Bases of Principal Components.
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

On Hybrid Directional Transform-Based Intra-band Image Coding.
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 Processing, 2006

Wavelet-Domain Video Denoising Based on Reliability Measures.
IEEE Trans. Circuits Syst. Video Techn., 2006

Noise estimation for video processing based on spatio-temporal gradients.
IEEE Signal Process. Lett., 2006

A Bayesian formulation of edge-stopping functions in nonlinear diffusion.
IEEE Signal Process. Lett., 2006

Supervised feature-based classification of multi-channel SAR images.
Pattern Recognit. Lett., 2006

Fuzzy logic recursive motion detection and denoising of video sequences.
J. Electronic Imaging, 2006

A Real-Time Wavelet-Domain Video Denoising Implementation in FPGA.
EURASIP J. Emb. Sys., 2006

Wavelet Domain Image Denoising for Non-Stationary Noise and Signal-Dependent Noise.
Proceedings of the International Conference on Image Processing, 2006

Information-Theoretic Analysis of Dependencies Between Curvelet Coefficients.
Proceedings of the International Conference on Image Processing, 2006

Spatio-Temporal Approach for Noise Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A geometrical wavelet shrinkage approach for image denoising.
Proceedings of the 14th European Signal Processing Conference, 2006

A New Fuzzy-Based Wavelet Shrinkage Image Denoising Technique.
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

Noise Reduction of Video Sequences Using Fuzzy Logic Motion Detection.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

FPGA Design and Implementation of a Wavelet-Domain Video Denoising System.
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
A Versatile Wavelet Domain Noise Filtration Technique for Medical Imaging.
IEEE Trans. Med. Imaging, 2003

An integrated method of adaptive enhancement for unsupervised segmentation of MRI brain images.
Pattern Recognit. Lett., 2003

Video Denoising using Multiple Class Averaging with Multiresolution.
Proceedings of the Visual Content Processing and Representation, 2003

Combined Wavelet Domain and Temporal Video Denoising.
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 Processing, 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
A Wavelet-Based Image Denoising Technique Using Spatial Priors.
Proceedings of the 2000 International Conference on Image Processing, 2000

A New Restoration Method and its Application to Speckle Images.
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


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