Research Explorer

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Researcher

Aleksandra Pizurica

402 Results

2023

HSIToolbox: A web-based application for the classification of hyperspectral images

Zeno DhaeneNina ŽižakićShaoguang HuangXian LiAleksandra Pizurica

U Journal Article in SoftwareX

Segment-then-Segment: Context-Preserving Crop-Based Segmentation for Large Biomedical Images

Marin BenčevićYuming QiuAleksandra Pizurica

U Journal Article in Sensors

2022

A Unified Multiview Spectral Feature Learning Framework for Hyperspectral Image Classification

Aleksandra Pizurica

U Journal Article in IEEE Transactions on Geoscience and Remote Sensing

A structural subspace clustering approach for hyperspectral band selection

Shaoguang HuangAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Autoencoder-Based Image Dimensionality Reduction Methods

Nina ŽižakićAleksandra Pizurica

Autoencoder-based image dimensionality reduction methods

Nina ŽižakićAleksandra Pizurica

Deep learning methods for crack detection and image restoration with application to digitized paintings

Roman SizyakinAleksandra Pizurica

Editorial to Special Issue "Remote Sensing Image Denoising, Restoration and Reconstruction"

Aleksandra Pizurica

Editorial material

Efficient local image descriptors learned with autoencoders

Nina ŽižakićAleksandra Pizurica

A1 Journal Article in IEEE ACCESS

Fully group convolutional neural networks for robust spectral-spatial feature learning

Xian LiAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection

Shaoguang HuangJize XueAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images

Shaoguang HuangAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

On interpretability of CNNs for multimodal medical image segmentation

Srdan LazendicShaoguang HuangAleksandra Pizurica

Optimization of deep learning algorithms for the cardiovascular system image processing using residual units

Marija HabijanAleksandra PizuricaDanilo Babin

Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning : a systematic review

Marin BenčevićMarija HabijanAleksandra Pizurica

A1 Journal Article in APPLIED SCIENCES-BASEL

Revealing and Reconstructing Hidden or Lost Features in Art Investigation

Aleksandra Pizurica

U Journal Article in IEEE BITS the Information Theory Magazine

Robust classification models for hyperspectral images

Meizhu LiAleksandra PizuricaGert De Cooman

Self-supervised learning as a means to reduce the need for labeled data in medical image analysis

Marin BenčevićMarija HabijanAleksandra Pizurica

Spectral feature fusion networks with dual attention for hyperspectral image classification

Xian LiAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Subspace clustering for hyperspectral images via dictionary learning with adaptive regularization

Shaoguang HuangAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Virtual restoration of paintings based on deep learning

Roman SizyakinAleksandra Pizurica

Virtual restoration of paintings using adaptive adversarial neural network

Roman SizyakinAleksandra Pizurica

A1 Journal Article in JOURNAL OF ELECTRONIC IMAGING

Wear patterns in knee OA correlate with native limb geometry

Aline Van OevelenIde Van den BorreKate DuquesneAleksandra PizuricaJan VictorEmmanuel Audenaert

A1 Journal Article in FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY

2021

A study on the label noise impact on the hyperspectral image classification

Meizhu LiShaoguang HuangAleksandra Pizurica

A two-stream neural network architecture for the detection and analysis of cracks in panel paintings

Roman SizyakinLaurens MeeusAleksandra Pizurica

Acoustic seafloor classification using the Weyl transform of multibeam echosounder backscatter mosaic

Ting ZhaoSrdan LazendicAleksandra Pizurica

A1 Journal Article in REMOTE SENSING

Assisting classical paintings restoration : efﬁcient paint loss detection and descriptor-based inpainting using shared pretraining

Laurens MeeusShaoguang HuangNina ŽižakićHélène DuboisMaximiliaan MartensAleksandra Pizurica

Deep image hashing based on twin-bottleneck hashing with variational autoencoders

Nina ŽižakićLingchen GuAleksandra Pizurica

Fast full search equivalent block matching for multichannel images

Aleksandra Pizurica

Hierarchical variational autoencoders for visual counterfactuals

Nicolas VerchevalAleksandra Pizurica

Invertible local image descriptors learned with variational autoencoders

Nina ŽižakićAleksandra Pizurica

Multimodal extension of the ML-CSC framework for medical image segmentation

Srdan LazendicShaoguang HuangAleksandra Pizurica

On extending the ADMM algorithm to the quaternion algebra setting

Srdan LazendicHendrik De BieAleksandra Pizurica

The impact of label noise on the classification models for hyperspectral images

Meizhu LiShaoguang HuangAleksandra Pizurica

A2 Journal Article in IMAGE PROCESSING & COMMUNICATIONS

The impact of non-uniform label noise on the classification of hyperspectral images

Meizhu LiShaoguang HuangAleksandra Pizurica

β-variational autoencoders for learning invertible local image descriptors

Nina ŽižakićAleksandra Pizurica

A2 Journal Article in IMAGE PROCESSING & COMMUNICATIONS

2020

A deep learning approach to crack detection on road surfaces

Roman SizyakinAleksandra Pizurica

A deep learning-based approach for defect detection and removing on archival photos

Roman SizyakinAleksandra Pizurica

A robust dynamic classifier selection approach for hyperspectral images with imprecise label information

Meizhu LiShaoguang HuangJasper De BockGert De CoomanAleksandra Pizurica

A1 Journal Article in SENSORS

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

Jan AeltermanAleksandra Pizurica

A1 Journal Article in MAGNETIC RESONANCE IN MEDICINE

Automated visual inspection algorithm for the reflection detection and removing in image sequences

Roman SizyakinAleksandra Pizurica

Crack detection in paintings using convolutional neural networks

Roman SizyakinLaurens MeeusHélène DuboisMaximiliaan MartensAleksandra Pizurica

A1 Journal Article in IEEE ACCESS

Deep feature fusion via two-stream convolutional neural network for hyperspectral image classification

Xian LiAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image reconstruction from undersampled data with application to accelerated magnetic resonance imaging

Marko PanicAleksandra Pizurica

Learned BRIEF : transferring the knowledge from hand-crafted to learning-based descriptors

Nina ŽižakićAleksandra Pizurica

MRI reconstruction using Markov random field and total variation as composite prior

Marko PanicAleksandra Pizurica

A1 Journal Article in SENSORS

Multi-view subspace clustering for hyperspectral images

Shaoguang HuangAleksandra Pizurica

Multimodal target detection by sparse coding : application to paint loss detection in paintings

Shaoguang HuangMaximiliaan MartensAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

On variational auto-encoders for fixed graph mesh learning

Hendrik De BieAleksandra Pizurica

Overview of the whole heart and heart chamber segmentation methods

Marija HabijanDanilo BabinAleksandra Pizurica

A1 Journal Article in CARDIOVASCULAR ENGINEERING AND TECHNOLOGY

Sketch-based subspace clustering of hyperspectral images

Shaoguang HuangAleksandra Pizurica

A1 Journal Article in REMOTE SENSING

Sketched sparse subspace clustering for large-scale hyperspectral images

Shaoguang HuangAleksandra Pizurica

Three-dimensional block matching using orthonormal tree-structured haar transform for multichannel images

Aleksandra Pizurica

A2 Journal Article in JOURNAL OF IMAGING

Variational auto-encoders without graph coarsening for fine mesh learning

Nicolas VerchevalHendrik De BieAleksandra Pizurica

2019

Autoencoder-learned local image descriptor for image inpainting

Nina ŽižakićLaurens MeeusAleksandra Pizurica

Automatic detection of welding defects using the convolutional neural network

Roman SizyakinAleksandra Pizurica

Class reconstruction driven adversarial domain adaptation for hyperspectral image classification

Aleksandra Pizurica

Classification of multibeam sonar image using the Weyl transform

Ting ZhaoSrdan LazendicGiacomo Ottaviano Andrea Montereale GavazziAleksandra Pizurica

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

Laurens MeeusShaoguang HuangHélène DuboisAleksandra Pizurica

Group convolutional neural networks for hyperspectral image classification

Xian LiAleksandra Pizurica

Hierarchical metric learning for optical remote sensing scene categorization

Aleksandra Pizurica

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Image defect detection algorithm based on deep learning

Roman SizyakinAleksandra Pizurica

Landmark-based large-scale sparse subspace clustering method for hyperspectral images

Shaoguang HuangAleksandra Pizurica

Learning local image descriptors with autoencoders

Nina ŽižakićAleksandra Pizurica

Left atrial appendage segmentation and analysis in cardiovascular CT images

Hrvoje LeventićAleksandra PizuricaDanilo Babin

Left atrial appendage segmentation from 3D CCTA images for occluder placement procedure

Hrvoje LeventićDanilo BabinDaniel DevosAleksandra Pizurica

A1 Journal Article in COMPUTERS IN BIOLOGY AND MEDICINE

Multi-coil magnetic resonance imaging reconstruction with a Markov Random Field prior

Marko PanicJan AeltermanAleksandra Pizurica

Partial convolution based multimodal autoencoder for art investigation

Laurens MeeusAleksandra Pizurica

Robust dynamic classifier selection for remote sensing image classification

Meizhu LiShaoguang HuangAleksandra Pizurica

Science : restauration virtuelle et analyse mathématique des perles présentes dans l'Agneau mystique

Aleksandra PizuricaLjiljana PlatisaTijana RuzicMaximiliaan MartensMarc De Mey

Bookchapter in L'Agneau mystique : Van Eyck : art, histoire, science et religion

Science : virtual restauration and mathematical analysis of the pearls in the Ghent Altarpiece

Aleksandra PizuricaLjiljana PlatisaTijana RuzicMaximiliaan MartensMarc De Mey

Bookchapter in The Ghent Altarpiece : Van Eyck : art, history, science and religion

Semisupervised sparse subspace clustering method with a joint sparsity constraint for hyperspectral remote sensing images

Shaoguang HuangAleksandra Pizurica

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Sparse coding for the analysis of high-dimensional data : applications in remote sensing and art investigation

Shaoguang HuangAleksandra Pizurica

Video analytics for intelligent surveillance systems

Andres Frias VelazquezWilfried PhilipsAleksandra Pizurica

Wetenschap : virtuele restauratie en wiskundige analyse van parels in het Lam Gods

Aleksandra PizuricaLjiljana PlatisaTijana RuzicMaximiliaan MartensMarc De Mey

Bookchapter in Het Lam Gods : Van Eyck : kunst, geschiedenis, wetenschap en religie

2018

A deep learning approach to crack detection in panel paintings

Laurens MeeusMaximiliaan MartensAleksandra Pizurica

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

Joris RoelsJan AeltermanHiep LuongSaskia LippensAleksandra PizuricaYvan SaeysWilfried Philips

A1 Journal Article in JOURNAL OF MICROSCOPY

Deep Learning for Paint Loss Detection: A Case Study on the Ghent Altarpiece

Laurens MeeusShaoguang HuangMaximiliaan MartensAleksandra Pizurica

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery

Junfeng GaoWenzhi LiaoAleksandra PizuricaJan Pieters

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Hypercomplex algebras for dictionary learning

Srdan LazendicAleksandra PizuricaHendrik De Bie

Image Inpainting and demosaicing via total variation and Markov random field-based modeling

Marko PanicAleksandra Pizurica

Joint sparsity based sparse subspace clustering for hyperspectral images

Shaoguang HuangAleksandra Pizurica

Left Atrial Appendage Segmentation in 3D CCTA Images

Hrvoje LeventićDanilo BabinAleksandra Pizurica

Left atrial appendage segmentation software with detection of occluder placement location

Hrvoje LeventićDanilo BabinDaniel DevosAleksandra Pizurica

Octonion sparse representation for color and multispectral image processing

Srdan LazendicHendrik De BieAleksandra Pizurica

Paint loss detection via kernel sparse representation

Shaoguang HuangLaurens MeeusMaximiliaan MartensAleksandra Pizurica

Skeletonization method for vessel delineation of arteriovenous malformation

Danilo BabinAleksandra PizuricaHrvoje LeventićWilfried Philips

A1 Journal Article in COMPUTERS IN BIOLOGY AND MEDICINE

2017

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

Wenzhi LiaoAleksandra PizuricaRenbo LuoWilfried Philips

A robust sparse representation model for hyperspectral image classification

Shaoguang HuangAleksandra Pizurica

A1 Journal Article in SENSORS

Advancements in diffusion MRI data restoration and analysis

Daniele PerroneWilfried PhilipsAleksandra Pizurica

Binary source coding with side-information

Andrei SecheleaAleksandra Pizurica

Greedy MRI reconstruction using Markov Random Field prior

Marko PanicAleksandra Pizurica

Hyperspectral unmixing using double reweighted sparse regression and total variation

Aleksandra Pizurica

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Image denoising algorithms : from wavelet shrinkage to nonlocal collaborative filtering

Aleksandra Pizurica

Bookchapter in Wiley encyclopedia of electrical and electronics engineering

Image processing for research on the "Ghent altarpiece"

Maximiliaan MartensLjiljana PlatisaMarc De MeyAleksandra Pizurica

Bookchapter in Workshop practice in early Netherlandish painting : case studies from Van Eyck through Gossart

Multiscale superpixel-level subspace-based support vector machines for hyperspectral image classification

Wenzhi LiaoAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Robust joint sparsity model for hyperspectral image classification

Shaoguang HuangWenzhi LiaoAleksandra Pizurica

Sparse recovery in magnetic resonance imaging with a Markov random field prior

Marko PanicJan AeltermanAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON MEDICAL IMAGING

2016

3D microwave tomography with huber regularization applied to realistic numerical breast phantoms

Funing BaiAnn FranchoisAleksandra Pizurica

A1 Journal Article in PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER

Achievability of the rate-distortion function in binary uniform source coding with side information

Andrei SecheleaAleksandra Pizurica

Big Data Processing in Artwork Analysis

Ljiljana PlatisaShaoguang HuangAttila FésüsJoachim DavidWenzhi LiaoTijana RuzicMaximiliaan MartensHélène DuboisMarc De MeyAleksandra Pizurica

Compressed sensing in MRI with a Markov random field prior for spatial clustering of subband coefficients

Marko PanicJan AeltermanAleksandra Pizurica

D-BRAIN: anatomically accurate simulated diffusion MRI brain data

Daniele PerroneJan AeltermanAleksandra PizuricaWilfried Philips

A1 Journal Article in PLOS ONE

Double reweighted sparse regression for hyperspectral unmixing

Rui WangWenzhi LiaoAleksandra Pizurica

Exploiting the low-rank property of hyperpsectral imagery: a technical overview

Hongyan ZhangWenzhi LiaoRenbo LuoAleksandra Pizurica

Fusion of Spectral And Spatial Information for Land Cover Classification

Wenzhi LiaoHongyan ZhangJie LiShaoguang HuangRui WangRenbo LuoAleksandra Pizurica

Fusion of spectral and spatial information for classification of hyperspectral remote-sensed imagery by local graph

Wenzhi LiaoAleksandra Pizurica

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Hyperspectral image kernel sparse subspace clustering with spatial max pooling operation

Hongyan ZhangWenzhi LiaoAleksandra Pizurica

Hyperspectral unmixing by reweighted low rank and total variation

Rui WangWenzhi LiaoHongyan ZhangAleksandra Pizurica

Paint loss detection in old paintings by sparse representation classification

Shaoguang HuangWenzhi LiaoHongyan ZhangAleksandra Pizurica

Sparse MRI with a Markov Random Field Prior for the Subband Coefficients

Marko PanicAleksandra Pizurica

2015

A two stage patch-based Markov Random Field approach to structure-aware image inpainting

Attila FésüsTijana RuzicAleksandra Pizurica

An overview of state-of-the-art denoising and demosaicking techniques: toward a unified framework for handling artifacts during image reconstruction

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

Analysis of coupled dictionary learning for super-resolving video of mixed resolution

Aleksandar LaticAleksandra Pizurica

Compressed sensing using sparse binary measurements: a rateless coding perspective

Aleksandra Pizurica

Context-aware patch-based image inpainting using Markov random field modeling

Tijana RuzicAleksandra Pizurica

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Digital image processing of the Ghent altarpiece : supporting the painting's study and conservation treatment

Aleksandra PizuricaLjiljana PlatisaTijana RuzicMaximiliaan MartensHélène DuboisMarc De Mey

A1 Journal Article in IEEE SIGNAL PROCESSING MAGAZINE

Fusion of thermal infrared hyperspectral image and visible RGB image for classification

Wenzhi LiaoAleksandra PizuricaSidharta GautamaWilfried Philips

Generalized graph-based fusion of hyperspectral and LiDAR data using morphological features

Wenzhi LiaoAleksandra PizuricaRik BellensSidharta GautamaWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Processing of multiresolution thermal hyperspectral and digital color data: outcome of the 2014 IEEE GRSS data fusion contest

Wenzhi LiaoFrieke VancoillieSidharta GautamaAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Shearlet-domain task-driven post-processing and filtering of CT noise

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

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

Andres Frias VelazquezPeter Van HeseAleksandra PizuricaWilfried Philips

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

The effect of Gibbs ringing artifacts on measures derived from diffusion MRI

Daniele PerroneJan AeltermanAleksandra PizuricaWilfried Philips

A1 Journal Article in NEUROIMAGE

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter

Wenzhi LiaoFrieke VancoillieAleksandra PizuricaWilfried Philips

2014

3D quantitative microwave imaging from sparsely measured data with Huber regularization

Funing BaiAleksandra Pizurica

A novel method for realistic DWI data generation

Daniele PerroneJan AeltermanAleksandra PizuricaWilfried Philips

Adaptive compressed sensing using sparse measurement matrices

Aleksandra Pizurica

Automatic high-bandwidth calibration and reconstruction of arbitrarily sampled parallel MRI

Jan AeltermanShandra Gutiérrez DiazHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in PLOS ONE

Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data

Wenzhi LiaoRik BellensAleksandra PizuricaSidharta GautamaWilfried Philips

Compressed sensing using sparse adaptive measurements

Aleksandra Pizurica

Depth-guided patch-based disocclusion filling for view synthesis via Markov random field modelling

Tijana RuzicLjubomir JovanovHiep LuongAleksandra PizuricaWilfried Philips

Dictionary learning techniques for painter style identification: case study on the Ghent Altarpiece

Aleksandar LaticAleksandra Pizurica

Fusion of pixel-based and object-based features for classification of urban hyperspectral remote sensing data

Wenzhi LiaoFrieke VancoillieFlore DevriendtSidharta GautamaAleksandra PizuricaWilfried Philips

Hyperspectral and LiDAR data fusion: outcome of the 2013 GRSS data fusion contest

Wenzhi LiaoAleksandra PizuricaSidharta GautamaWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Image quality assessment : utility, beauty, appearance

Ljiljana PlatisaWilfried PhilipsAleksandra Pizurica

Multiresolution models in image restoration and reconstruction with medical and other applications

Jan AeltermanWilfried PhilipsAleksandra Pizurica

Online non-rigid structure-from-motion based on a keyframe representation of history

Simon DonnéLjubomir JovanovBart GoossensWilfried PhilipsAleksandra Pizurica

Patch-based graphical models for image restoration

Tijana RuzicWilfried PhilipsAleksandra Pizurica

Pixel profiling for extraction of arteriovenous malformation in 3-D CTA images

Danilo BabinAleksandra PizuricaWilfried Philips

Robust segmentation methods with an application to aortic pulse wave velocity calculation

Danilo BabinDaniel DevosAleksandra PizuricaEwout VansteenkisteWilfried Philips

A1 Journal Article in COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Skeleton calculation for automatic extraction of arteriovenous malformation in 3-D CTA images

Danilo BabinAleksandra PizuricaWilfried Philips

Spatial priors for tomographic reconstructions from limited data

Funing BaiWilfried PhilipsAleksandra PizuricaAnn Franchois

Weakly convex discontinuity adaptive regularization for 3D quantitative microwave tomography

Funing BaiAleksandra PizuricaWilfried PhilipsAnn Franchois

A1 Journal Article in INVERSE PROBLEMS

2013

A split-augmented Lagrangian algorithm for spectral factorization of a set of 2D directional filters and application to the design of compact shearlet frames

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Advanced statistical tools for enhanced quality digital imaging with realistic capture models

Aleksandra Pizurica

Editorial material

Bayesian demosaicing using Gaussian scale mixture priors with local adaptivity in the dual tree complex wavelet packet transform domain

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Brain blood vessel segmentation using line-shaped profiles

Danilo BabinAleksandra PizuricaJonas De VylderEwout VansteenkisteWilfried Philips

A1 Journal Article in PHYSICS IN MEDICINE AND BIOLOGY

Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Computationally efficient locally adaptive demosaicing of color filter array images using the dual-tree complex wavelet packet transform

Jan AeltermanBart GoossensJonas De VylderAleksandra PizuricaWilfried Philips

A1 Journal Article in PLOS ONE

Context-aware image inpainting with application to virtual restoration of old paintings

Tijana RuzicAleksandra Pizurica

Crack detection and inpainting for virtual restoration of paintings: the case of the Ghent Altarpiece

Tijana RuzicEmile GezelsAleksandra PizuricaLjiljana PlatisaMaximiliaan MartensMarc De Mey

A1 Journal Article in SIGNAL PROCESSING

Efficient foreground detection for real-time surveillance applications

Sebastian GrünwedelNemanja PetrovicLjubomir JovanovJorge Niño CastañedaAleksandra PizuricaWilfried Philips

A1 Journal Article in ELECTRONICS LETTERS

Exploring contour and texture features for context-aware patch-based inpainting

Tijana RuzicAleksandra PizuricaWilfried Philips

Hyperspectral image deblurring with PCA and total variation

Wenzhi LiaoBart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Iterative CT reconstruction using shearlet-based regularization

Bert VandeghinsteBart GoossensRoel Van HolenChristian VanhoveAleksandra PizuricaStefaan Vandenberghe

A1 Journal Article in IEEE TRANSACTIONS ON NUCLEAR SCIENCE

New insights in huber and TV-like regularizers in microwave imaging

Funing BaiAleksandra PizuricaAnn FranchoisWilfried Philips

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

Michiel VlaminckLjubomir JovanovPeter Van HeseBart GoossensWilfried PhilipsAleksandra Pizurica

Quantitative microwave imaging based on a huber regularization

Funing BaiWilfried PhilipsAleksandra Pizurica

Semisupervised local discriminant analysis for feature extraction in hyperspectral images

Wenzhi LiaoAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Three-dimensional quantitative microwave imaging of realistic numerical breast phantoms using huber regularization

Funing BaiAnn FranchoisJürgen De ZaeytijdAleksandra Pizurica

Two-stage denoising method for hyperspectral images combining KPCA and total variation

Wenzhi LiaoJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Vehicle classification for road tunnel surveillance

Andres Frias VelazquezPeter Van HeseAleksandra PizuricaWilfried Philips

Vehicle matching in smart camera networks using image projection profiles at multiple instances

Vedran JelačaAleksandra PizuricaJorge Niño CastañedaAndres Frias VelazquezWilfried Philips

A1 Journal Article in IMAGE AND VISION COMPUTING

Weakly convex discontinuity adaptive regularization for microwave imaging

Funing BaiAleksandra PizuricaAnn FranchoisSam VanloockeDaniël De ZutterWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

2012

A new regularization approach applied to electromagnetic inverse scattering in 3D

Funing BaiAleksandra PizuricaSam VanloockeAnn FranchoisDaniël De ZutterWilfried Philips

A primal-dual algorithm for joint demosaicking and deconvolution

Hiep LuongBart GoossensJan AeltermanAleksandra PizuricaWilfried Philips

Artifact-free resolution enhancement using a shearlet sparsity prior

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Centerline calculation for extracting abdominal aorta in 3-D MRI images

Danilo BabinEwout VansteenkisteAleksandra PizuricaWilfried Philips

Classification of hyperspectral data over urban areas based on extended morphological profile with partial reconstruction

Wenzhi LiaoRik BellensAleksandra PizuricaWilfried Philips

Classification of hyperspectral data over urban areas using directional morphological profiles and semi-supervised feature extraction

Wenzhi LiaoRik BellensAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Color image restoration and reconstruction

Hiep LuongBart GoossensJan AeltermanAleksandra PizuricaWilfried Philips

Combined non-local and multi-resolution sparsity prior in image restoration

Jan AeltermanBart GoossensHiep LuongJonas De VylderAleksandra PizuricaWilfried Philips

Combined shearlet and TV regularization in sparse-view CT reconstruction

Bert VandeghinsteBart GoossensRoel Van HolenChristian VanhoveAleksandra PizuricaStefaan VandenbergheSteven Staelens

Correction of Gibbs ringing in diffusion MRI data using total variation regularization

Daniele PerroneJan AeltermanAleksandra PizuricaWilfried Philips

Feature extraction and classification for hyperspectral remote sensing images

Wenzhi LiaoWilfried PhilipsAleksandra Pizurica

Generalized pixel profiling and comparative segmentation with application to arteriovenous malformation segmentation

Danilo BabinAleksandra PizuricaRik BellensJohan De BockBart GoossensEwout VansteenkisteWilfried Philips

A1 Journal Article in MEDICAL IMAGE ANALYSIS

Image projection clues for improved real-time vehicle tracking in tunnels

Vedran JelačaJorge Niño CastañedaAleksandra PizuricaWilfried Philips

Iterative CT reconstruction using shearlet-based regularization

Bert VandeghinsteBart GoossensRoel Van HolenChristian VanhoveAleksandra PizuricaStefaan VandenbergheSteven Staelens

Markov random field based image inpainting with context-aware label selection

Tijana RuzicAleksandra PizuricaWilfried Philips

Multi-modal measurement of cortical thickness in brain MRI for Focal Cortical Dysplasia detection

Asli KumcuLjiljana PlatisaIvana DespotovicEwout VansteenkisteAleksandra PizuricaKarel DeblaereWilfried Philips

Neighbourhood-consensus message passing as a framework for generalized iterated conditional expectations

Tijana RuzicAleksandra PizuricaWilfried Philips

A1 Journal Article in PATTERN RECOGNITION LETTERS

Object identification by using orthonormal circus functions from the trace transform

Andres Frias VelazquezAleksandra PizuricaWilfried Philips

On density compensation in Bayesian k-space trajectory optimization

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Quantitative microwave tomography from sparse measurements using a robust huber regularizer

Funing BaiAleksandra PizuricaSam VanloockeAnn FranchoisDaniël De ZutterWilfried Philips

Real-time detection of traffic events using smart cameras

Vedran JelačaJorge Niño CastañedaMarko PanicAleksandra PizuricaWilfried Philips

Realistic camera noise modeling with application to improved HDR synthesis

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

A1 Journal Article in EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING

Spatiogram features to characterize pearls and beads and other small ball-shaped objects in paintings

Ljiljana PlatisaTijana RuzicAleksandra PizuricaMaximiliaan MartensMarc De Mey

Bookchapter in Vision and material : interaction between art and science in Jan Van Eyck's time

Spatiogram features to characterize pearls in the Ghent altarpiece

Ljiljana PlatisaTijana RuzicAleksandra PizuricaMaximiliaan MartensMarc De Mey

Texture and color descriptors as a tool for context-aware patch-based image inpainting

Tijana RuzicAleksandra Pizurica

Total least square kernel regression

Hiep LuongBart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

2011

A mathematical morphology based approach for vehicle detection in road tunnels

Andres Frias VelazquezJorge Niño CastañedaVedran JelačaAleksandra PizuricaWilfried Philips

A new discontinuity adaptive method applied to electromagnetic inverse scattering problem

Funing BaiSam VanloockeAleksandra PizuricaAnn FranchoisDaniël De ZutterWilfried Philips

A new discontinuity adaptive method applied to electromagnetic inverse scattering problem in 3D

Funing BaiSam VanloockeAleksandra PizuricaAnn FranchoisDaniël De ZutterWilfried Philips

Advanced restoration techniques for 3D images and video

Ljubomir JovanovWilfried PhilipsAleksandra Pizurica

Augmented Lagrangian based reconstruction of non-uniformly sub-Nyquist sampled MRI data

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in SIGNAL PROCESSING

Automatic 3D graph cuts for brain cortex segmentation in patients with focal cortical dysplasia

Ivana DespotovicLjiljana PlatisaEwout VansteenkisteAleksandra PizuricaKarel DeblaereWilfried Philips

Brain MRI segmentation for focal cortical dysplasia lesion detection

Ivana DespotovicLjiljana PlatisaEwout VansteenkisteAleksandra PizuricaKarel DeblaereWilfried Philips

Brain MRI segmentation for focal cortical dysplasia lesion detection

Ivana DespotovicLjiljana PlatisaEwout VansteenkisteAleksandra PizuricaKarel DeblaereWilfried Philips

Crack detection and inpainting for virtual restoration of paintings: the case of the Ghent altarpiece

Tijana RuzicEmile GezelsAleksandra PizuricaLjiljana PlatisaMaximiliaan MartensMarc De Mey

Denoising algorithm for the 3D depth map sequences based on multihypothesis motion estimation

Ljubomir JovanovAleksandra PizuricaWilfried Philips

A1 Journal Article in EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING

Design of a tight frame of 2D shearlets based on a fast non-iterative analysis and synthesis algorithm

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Efficient multiscale and multidirectional representation of 3D Data using the 3D discrete shearlet transform

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

Feature extraction for hyperspectral images based on semi-supervised local linear discriminant analysis

Wenzhi LiaoAleksandra PizuricaWilfried Philips

Gibbs artifact suppression for DT-MRI data

Daniele PerroneJan AeltermanAleksandra PizuricaWilfried Philips

Image restoration and applications in biomedical processing

Filip RoomsBart GoossensAleksandra PizuricaWilfried Philips

Bookchapter in Optical and digital image processing : fundamentals and applications

Joint photometric and geometric image registration in the total least square sense

Hiep LuongBart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in PATTERN RECOGNITION LETTERS

Measuring cortical thickness in brain MRI volumes to detect focal cortical dysplasia (FCD) in epilepsy patients

Ljiljana PlatisaIvana DespotovicAsli KumcuEwout VansteenkisteKarel DeblaereAleksandra PizuricaWilfried Philips

Measuring cortical thickness in brain MRI volumes to detect focal cortical dysplasia (FCD) in epilepsy patients

Ljiljana PlatisaIvana DespotovicAsli KumcuEwout VansteenkisteKarel DeblaereAleksandra PizuricaWilfried Philips

Neighbourhood-consensus message passing and its potentials in image processing applications

Tijana RuzicAleksandra PizuricaWilfried Philips

No-reference blur estimation based on the average cone ratio in the wavelet domain

Ljiljana PlatisaAleksandra PizuricaEwout VansteenkisteWilfried Philips

No-reference blur estimation based on the average cone ratio in the wavelet domain

Ljiljana PlatisaAleksandra PizuricaEwout VansteenkisteWilfried Philips

Non-overlapping multi-camera detection and tracking of vehicles in tunnel surveillance

Jorge Niño CastañedaVedran JelačaAndres Frias VelazquezAleksandra PizuricaWilfried Philips

On structured sparsity and selected applications in tomographic imaging

Aleksandra PizuricaJan AeltermanFuning BaiSam VanloockeHiep LuongBart GoossensWilfried Philips

Real-time vehicle matching for multi-camera tunnel surveillance

Vedran JelačaJorge Niño CastañedaAndres Frias VelazquezAleksandra PizuricaWilfried Philips

Reconstruction of high dynamic range images with poisson noise modeling and integrated denoising

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

Robust segmentation methods for aortic pulse wave velocity measurement

Danilo BabinAleksandra PizuricaWilfried Philips

Segmentation of abdominal aorta for pulse wave velocity calculation

Danilo BabinAleksandra PizuricaWilfried Philips

Segmentation of brain blood vessels using projections in 3-D CT angiography images

Danilo BabinEwout VansteenkisteAleksandra PizuricaWilfried Philips

Single image example-based super-resolution using cross-scale patch matching and Markov random field modelling

Tijana RuzicHiep LuongAleksandra PizuricaWilfried Philips

Spatiogram features to characterize pearls in paintings

Ljiljana PlatisaTijana RuzicAleksandra PizuricaMaximiliaan MartensMarc De Mey

Spatiogram features to characterize pearls in paintings

Ljiljana PlatisaTijana RuzicAleksandra PizuricaMaximiliaan MartensMarc De Mey

Split-Bregman-based sparse-view CT reconstruction

Bert VandeghinsteBart GoossensJan De BeenhouwerAleksandra PizuricaWilfried PhilipsStefaan VandenbergheSteven Staelens

Training neural networks on artificially generated data: a novel approach to SAR speckle removal

Frieke VancoillieHans LievensIsabelle JoosAleksandra PizuricaLieven VerbekeRobert De WulfNiko Verhoest

A1 Journal Article in INTERNATIONAL JOURNAL OF REMOTE SENSING

Virtual restoration of the Ghent altarpiece using crack detection and inpainting

Tijana RuzicLjiljana PlatisaAleksandra PizuricaWilfried PhilipsMaximiliaan MartensMarc De Mey

Wavelet-based analysis and estimation of colored noise

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Bookchapter in Discrete wavelet transforms : algorithms and applications

2010

A GPU-accelerated real-time NLMeans algorithm for denoising color video sequences

Bart GoossensHiep LuongJan AeltermanAleksandra PizuricaWilfried Philips

A fast iterative kernel PCA feature extraction for hyperspectral images

Wenzhi LiaoAleksandra PizuricaWilfried Philips

A recursive scheme for computing autocorrelation functions of decimated complex wavelet subbands

Bart GoossensJan AeltermanAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON SIGNAL PROCESSING

COMPASS: a joint framework for parallel imaging and compressive sensing in MRI

Jan AeltermanHiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Consistent joint photometric and geometric image registration

Hiep LuongBart GoossensAleksandra PizuricaWilfried Philips

Craquelure inpainting in art work

Tijana RuzicLjiljana PlatisaAleksandra PizuricaMaximiliaan MartensMarc De Mey

Fuzzy logic-based approach to wavelet denoising of 3D images produced by time-of-flight cameras

Ljubomir JovanovAleksandra PizuricaWilfried Philips

A1 Journal Article in OPTICS EXPRESS

Image blur estimation based on the average cone of ratio in the wavelet domain

Ljiljana PlatisaAleksandra PizuricaEwout VansteenkisteWilfried Philips

Multiresolution image models and estimation techniques

Bart GoossensWilfried PhilipsAleksandra Pizurica

Pearls and beads in Jan van Eyck’s paintings

Ljiljana PlatisaTijana RuzicAleksandra PizuricaMaximiliaan MartensMarc De Mey

Real-time vehicle matching for multi-camera tunnel surveillance

Vedran JelačaAleksandra PizuricaWilfried Philips

Real-time wavelet based blur estimation on cell BE platform

Ljiljana PlatisaAleksandra PizuricaWilfried Philips

Segmentation of airways in lungs using projections in 3-D CT angiography images

Danilo BabinEwout VansteenkisteAleksandra PizuricaWilfried Philips

Single-image super-resolution using sparsity constraints and non-local similarities at multiple resolution scales

Hiep LuongTijana RuzicAleksandra PizuricaWilfried Philips

Suppression of correlated noise

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

Bookchapter in Recent advances in signal processing

Surface reconstruction of wear in carpets by using a wavelet edge detector

Sergio Alejandro Orjuela VargasBenhur Ortiz JaramilloSimon De MeulemeesterFilip RoomsAleksandra PizuricaWilfried Philips

Teaching a computer about shapes in paintings

Ljiljana PlatisaTijana RuzicAleksandra PizuricaMaximiliaan MartensMarc De Mey

2009

A filter design technique for improving the directional selectivity of the first scale of the dual-tree complex wavelet transform

Bart GoossensAleksandra PizuricaWilfried Philips

Combined Wavelet-Domain and Motion-Compensated Video Denoising Based on Video Codec Motion Estimation Methods

Ljubomir JovanovAleksandra PizuricaEtienne KerreWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Efficient design of a low redundant discrete shearlet transform

Bart GoossensJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

Efficient inference engine for Ising Markov random field model

Tijana RuzicAleksandra PizuricaWilfried Philips

Exact LMS learning curve analysis under finite word length effects

Andres Frias VelazquezAleksandra PizuricaWilfried Philips

Image blur estimation based on the average cone of ratio in the wavelet domain

Ljiljana PlatisaAleksandra PizuricaEwout VansteenkisteWilfried Philips

Image denoising using mixtures of projected Gaussian scale mixtures

Bart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Length measurement of abdominal blood vessels through segmentation and skeletonization

Danilo BabinAleksandra PizuricaWilfried Philips

Locally adaptive complex wavelet-based demosaicing for color filter array images

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

Locally adaptive passive error concealment for wavelet coded video

Joost RombautAleksandra PizuricaWilfried Philips

Multiresolution example-based depth image restoration

Ljubomir JovanovAleksandra PizuricaWilfried Philips

Passive error concealment for wavelet-coded I-frames with an inhomogeneous Gauss-Markov random field model

Joost RombautAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Removal of correlated noise by modeling the signal of interest in the wavelet domain

Bart GoossensAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust detection and tracking of moving objects in traffic video surveillance

Jorge Niño CastañedaAleksandra PizuricaWilfried Philips

SAR speckle removal by neural networks trained on artificially generated data

Frieke VancoillieHans LievensIsabelle JoosAleksandra PizuricaLieven VerbekeRobert De WulfNiko Verhoest

Segmentation and length measurement of the abdominal blood vessels in 3-D MRI images

Danilo BabinEwout VansteenkisteAleksandra PizuricaWilfried Philips

2008

A 3D denoising algorithm for MRI corrupted by correlated noise

Jan AeltermanBart GoossensAleksandra PizuricaKarel DeblaereWilfried Philips

Active Appearance Model (AAM) - From theory to implementation

Nikzad Babaii RizvandiAleksandra PizuricaWilfried Philips

Adaptive non-local means filtering of images corrupted by colored noise

Bart GoossensTijana RuzicHiep LuongAleksandra Pizurica

An improved non-local denoising algorithm

Bart GoossensHiep LuongAleksandra PizuricaWilfried Philips

Automatic individual detection and separation of multiple overlapped nematode worms using skeleton analysis

Nikzad Babaii RizvandiAleksandra PizuricaWilfried Philips

Classifying electrocardiogram peaks using new wavelet domain features

Ewout VansteenkisteAleksandra PizuricaWilfried Philips

Complex wavelet based demosaicing for use in digital still cameras

Jan AeltermanBart GoossensAleksandra Pizurica

Computationally efficient algorithm for tracking of vehicles in tunnels

Vedran JelačaAleksandra PizuricaWilfried Philips

Context adaptive image denoising through modeling of curvelet domain statistics

Linda TessensAleksandra PizuricaWilfried Philips

A1 Journal Article in JOURNAL OF ELECTRONIC IMAGING

Denoising of multicomponent images using wavelet least-squares estimators

Aleksandra PizuricaBruno HuysmansWilfried Philips

A1 Journal Article in IMAGE AND VISION COMPUTING

EM-based estimation of spatially variant correlated image noise

Bart GoossensAleksandra PizuricaWilfried Philips

Edge linking based method to detect and separate individual C. elegans worms in culture

Nikzad Babaii RizvandiAleksandra PizuricaWilfried PhilipsDaniel Ochoa Donoso

Efficient video segmentation using temporally updated mean shift clustering

Nemanja PetrovicLjubomir JovanovAleksandra PizuricaWilfried Philips

Intersubband reconstruction of lost low frequency coefficients in wavelet coded images

Joost RombautAleksandra PizuricaWilfried Philips

Locally adaptive passive error concealment for wavelet coded images

Joost RombautAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE SIGNAL PROCESSING LETTERS

MACHINE VISION DETECTION OF ISOLATED AND OVERLAPPED NEMATODE WORMS USING SKELETON ANALYSIS

Nikzad Babaii RizvandiAleksandra PizuricaWilfried Philips

Magnetic resonance imaging restoration in the presence of correlated noise

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

Multiresolution denoising for optical coherence tomography: a review and evaluation

Aleksandra PizuricaLjubomir JovanovBruno HuysmansWilfried Philips

A1 Journal Article in CURRENT MEDICAL IMAGING REVIEWS

Object tracking using naive Bayesian classifiers

Nemanja PetrovicLjubomir JovanovAleksandra PizuricaWilfried Philips

Optimization of packetization masks for image coding based on an objective cost function for desired packet spreading

Joost RombautAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Passive error concealment for wavelet coded images with efficient reconstruction of high-frequency content

Joost RombautAleksandra PizuricaWilfried Philips

Reduced decoder complexity and latency in pixel-domain Wyner-Ziv video coders

Marleen MorbéeAleksandra PizuricaWilfried Philips

A1 Journal Article in SIGNAL, IMAGE AND VIDEO PROCESSING

Removal of correlated rician noise in magnetic resonance imaging

Jan AeltermanBart GoossensAleksandra PizuricaWilfried Philips

Skeleton analysis of population images for detection of isolated and overlapped nematode C. elegans

Nikzad Babaii RizvandiAleksandra PizuricaFilip RoomsWilfried Philips

Space-variant characterization of image noise in computed tomography

Bart GoossensHiep LuongAleksandra PizuricaWilfried Philips

The influence of speckle suppression on perceived ultrasound image quality

Ewout VansteenkisteAleksandra PizuricaWilfried Philips

The shortest path calculation between points of interest in 3-D MRI images of blood vessels

Danilo BabinJohan De BockAleksandra PizuricaWilfried Philips

Using phase information in ultrasound RF-signals for tissue characterization

Ivana DespotovicBart GoossensEwout VansteenkisteAleksandra PizuricaWilfried Philips

Video denoising by fuzzy motion and detail adaptive averaging

Tom MélangeMike NachtegaelEtienne KerreAleksandra PizuricaWilfried Philips

A1 Journal Article in JOURNAL OF ELECTRONIC IMAGING

2007

A distributed coding-based content-aware multi-view video system

Marleen MorbéeLinda TessensHiep LuongAleksandra PizuricaWilfried Philips

A distributed coding-based extension of a mono-view to a multi-view video system

Marleen MorbéeLinda TessensAleksandra PizuricaWilfried Philips

A new fuzzy motion and detail adaptive video filter

Tom MélangeVladimir ZlokolicaMike NachtegaelAleksandra PizuricaEtienne KerreWilfried Philips

Active appearance model construction: implementation notes

Nikzad Babaii RizvandiWilfried PhilipsAleksandra Pizurica

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

Aleksandra PizuricaJan Cornelis

Bayesian wavelet-based denoising of multicomponent images

Aleksandra PizuricaBruno HuysmansWilfried Philips

Characterization of correlated noise in video sequences and its applications to noise removal

Nemanja PetrovicVladimir ZlokolicaLjubomir JovanovBart GoossensAleksandra PizuricaWilfried Philips

Combined wavelet domain and motion compensated filtering compliant with video codecs

Ljubomir JovanovAleksandra PizuricaVladimir ZlokolicaEtienne KerreWilfried Philips

Content adaptive wavelet based method for joint denoising of depth and luminance images

Ljubomir JovanovNemanja PetrovicAleksandra PizuricaWilfried Philips

Extending the depth of field in microscopy through curvelet-based frequency-adaptive image fusion

Linda TessensAlessandro LeddaAleksandra PizuricaWilfried Philips

Extending the depth of field in microscopy through curvelet-based image fusion under smoothness and consistency constraints

Linda TessensAlessandro LeddaAleksandra PizuricaWilfried Philips

Improved pixel-based rate allocation for pixel-domain distributed video coders without feedback channel

Marleen MorbéeAleksandra PizuricaWilfried Philips

Locally adaptive intrasubband interpolation of lost low frequency coefficients in wavelet coded images

Joost RombautAleksandra PizuricaWilfried Philips

Locally adaptive reconstruction of lost low frequency coefficients in wavelet coded images - art. no. 65081R

Joost RombautAleksandra PizuricaWilfried Philips

Low-dose CT image denoising by locally adaptive wavelet domain estimation

Bart GoossensJohan De BockAleksandra PizuricaWilfried Philips

Noise reduction of images with correlated noise in the complex wavelet domain

Bart GoossensAleksandra PizuricaWilfried Philips

Noise removal from images by projecting onto bases of principal components

Bart GoossensAleksandra PizuricaWilfried Philips

Novel wavelet domain features for classification of ECG peaks

Aleksandra PizuricaEwout VansteenkisteWilfried Philips

On hybrid directional transform-based intra-band image coding

Aleksandra PizuricaJan Cornelis

On least squares estimators under Bernoulli-Laplacian mixture priors

Aleksandra PizuricaWilfried Philips

Principles of automatic vision systems for tracking elongated microorganisms

Nikzad Babaii RizvandiDaniel Ochoa DonosoAleksandra PizuricaWilfried Philips

Bookchapter in Modern Research and Educational Topics in Microscopy Formatex 2007

Rate allocation algorithm for pixel-domain distributed video coding without feedback channel

Marleen MorbéeAleksandra PizuricaWilfried Philips

Removal of correlated noise by modeling spatial correlations and interscale dependencies in the complex wavelet domain

Bart GoossensAleksandra PizuricaWilfried Philips

State of the art modulator approaches for continuous time-of-flight range finding

Joris RoelsAleksandra PizuricaDries Van ThourhoutRoel BaetsWilfried PhilipsMaarten Kuijk

Watershed data aggregation for mean-shift video segmentation - art. no. 66962C

Nemanja PetrovicAleksandra PizuricaJohan De BockWilfried Philips

Wavelet based joint denoising of depth and luminance images

Ljubomir JovanovAleksandra PizuricaWilfried Philips

Wavelet based stereo images reconstruction using depth images

Ljubomir JovanovAleksandra PizuricaWilfried Philips

Wavelet-based denoising for 3D OCT images

Vladimir ZlokolicaLjubomir JovanovAleksandra PizuricaWilfried Philips

2006

A geometrical wavelet shrinkage approach for image denoising

Bruno HuysmansAleksandra PizuricaWilfried Philips

A real-time optical head tracker based on 3D prediction and correction

Linda TessensAleksandra PizuricaWilfried Philips

A real-time wavelet-domain denoising implementation in FPGA

Aleksandra PizuricaWilfried Philips

A2 Journal Article in EURASIP JOURNAL ON EMBEDDED SYSTEMS

A review of wavelet denoising in MRI and ultrasound brain imaging

Aleksandra PizuricaEwout VansteenkisteWilfried Philips

A1 Journal Article in CURRENT MEDICAL IMAGING REVIEWS

An improved scheme for combined wavelet domain and temporal filtering

Ljubomir JovanovAleksandra PizuricaVladimir ZlokolicaWilfried Philips

Bayesian formulation of edge-stopping functions in nonlinear diffusion

Aleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE SIGNAL PROCESSING LETTERS

Content-based MPEG-4 FGS video coding for video surveillance

Marleen MorbéeAleksandra PizuricaWilfried Philips

Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising

Aleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Feedback channel suppression in pixel-domain distributed video coding

Marleen MorbéeAleksandra PizuricaWilfried Philips

Fuzzy logic recursive motion detection and denoising of video sequences

Vladimir ZlokolicaAleksandra PizuricaWilfried PhilipsStefan SchulteEtienne Kerre

A1 Journal Article in JOURNAL OF ELECTRONIC IMAGING

Intersubband reconstruction of lost low frequency coefficients in wavelet coded images

Joost RombautAleksandra PizuricaWilfried Philips

Modeling curvelet domain inter-band image statistics with application to spatially adaptive image denoising.

Linda TessensAleksandra PizuricaWilfried Philips

Noise estimation for video processing based on spatio-temporal gradients

Vladimir ZlokolicaAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE SIGNAL PROCESSING LETTERS

Spatially adaptive image denoising based on joint image statistics in the curvelet domain.

Linda TessensAleksandra PizuricaWilfried Philips

Spatially adaptive image denoising based on joint image statistics in the curvelet domain.

Linda TessensAleksandra PizuricaWilfried Philips

Supervised feature-based classification of multi-channel SAR images

Aleksandra PizuricaWilfried Philips

A1 Journal Article in PATTERN RECOGNITION LETTERS

Video denoising using motion-compensated lifting wavelet transform

Bart GoossensAleksandra PizuricaWilfried Philips

Video denoising using motion-compensated lifting wavelet transform

Bart GoossensAleksandra PizuricaWilfried Philips

Wavelet domain image denoising for non-stationary noise and signal-dependent noise

Bart GoossensAleksandra PizuricaWilfried Philips

Wavelet domain image denoising for non-stationary noise and signal-dependent noise

Bart GoossensAleksandra PizuricaWilfried Philips

Wavelet domain image denoising for non-stationary noise and signal-dependent noise

Bart GoossensAleksandra PizuricaWilfried Philips

Wavelet-domain video denoising based on reliability measures

Aleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

2005

A Bayesian approach to nonlinear diffusion based on a Laplacian prior for ideal image gradient

Aleksandra PizuricaWilfried Philips

A bayesian approach to nonlinear diffusion based on a laplacian prior for ideal image gradient

Aleksandra PizuricaWilfried Philips

Anisotropic diffusion filtering steered by bayesian framework and a laplacian prior for ideal image gradient

Aleksandra PizuricaWilfried Philips

FPGA design and implementation of a wavelet-domain video denoising system

Aleksandra PizuricaWilfried Philips

A1 Journal Article in ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS

Fuzzy logic recursive change detection for tracking and denoising of video sequences

Aleksandra PizuricaWilfried PhilipsEtienne Kerre

Fuzzy logic recursive change detection for tracking and denoising of video sequences

Vladimir ZlokolicaStefan SchulteAleksandra PizuricaWilfried PhilipsEtienne Kerre

Image denoising by directional averaging of wavelet coefficients

Bruno HuysmansAleksandra PizuricaWilfried Philips

Improved passive reconstruction of wavelet-coded images through directional image correlation

Joost RombautAleksandra PizuricaWilfried Philips

Improved segmentation of ultrasound brain tissue incorporating expert evaluation

Ewout VansteenkisteAleksandra PizuricaWilfried Philips

Improved segmentation of ultrasound brain tissue incorporating expert evaluation

Ewout VansteenkisteAleksandra PizuricaWilfried Philips

Low complexity error concealment of wavelet coded images in lossy packet networks

Joost RombautAleksandra PizuricaWilfried Philips

Noise reduction of video sequences using fuzzy logic motion detection

Stefan SchulteVladimir ZlokolicaAleksandra PizuricaWilfried PhilipsEtienne Kerre

A1 Journal Article in ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS

Passive error concealment for wavelet coded images adapted to a directional image correlation

Joost RombautAleksandra PizuricaWilfried Philips

Refined noise-robust motion estimation for noise reduction in video sequences

Vladimir ZlokolicaAleksandra PizuricaWilfried Philips

Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context

Aleksandra PizuricaBruno HuysmansWilfried Philips

Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context

Aleksandra PizuricaBruno HuysmansWilfried Philips

Wavelet domain noise-robust motion estimation and noise estimation for video denoising

Vladimir ZlokolicaAleksandra PizuricaWilfried Philips

2004

Combining multi-Variate statistics and speckle reduction for line detection in multi-channel SAR images

Aleksandra PizuricaWilfried Philips

Hierarchical Supervised Classification of Multi-Channel SAR images

Aleksandra PizuricaWilfried Philips

Multiresolution multispectral image denoising based on probability of presence of features of interest

Aleksandra PizuricaWilfried Philips

Real-time wavelet domain video denoising implemented in FPGA

Aleksandra PizuricaVladimir ZlokolicaWilfried Philips

Recursive temporal denoising and motion estimation of video

Aleksandra PizuricaWilfried Philips

Recursive temporal denoising and motion estimation of video

Vladimir ZlokolicaAleksandra PizuricaWilfried Philips

Supervised feature-based classification of multi-channel SAR images using logistic regression

Aleksandra PizuricaWilfried Philips

2003

A new technique for the registration of 3-D ultrasound to CT or MR images in image guided surgery

Wilfried PhilipsAleksandra Pizurica

A versatile wavelet domain noise filtration technique for medical imaging

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

A1 Journal Article in IEEE TRANSACTIONS ON MEDICAL IMAGING

Abstract "Enhancement of infrared images of buried landmines using a robust multiresolution noise filtering method

Aleksandra PizuricaWilfried Philips

An integrated method of adaptive enhancement for unsupervised segmentation of MRI brain images

Aleksandra PizuricaWilfried PhilipsEtienne KerreRik Van de WalleIgnace Lemahieu

A1 Journal Article in PATTERN RECOGNITION LETTERS

Combined wavelet domain and temporal video denoising

Aleksandra PizuricaVladimir ZlokolicaWilfried Philips

Combined wavelet domain and temporal video denoising

Aleksandra PizuricaWilfried Philips

Multiscale statistical image models and Bayesian methods

Aleksandra PizuricaWilfried Philips

Multiscale statistical image models and Bayesian methods

Aleksandra PizuricaWilfried Philips

Noise reduction in video sequences using wavelet-domain and temporal filtering

Aleksandra PizuricaVladimir ZlokolicaWilfried Philips

Noise reduction in video sequences using wavelet-domain and temporal filtering

Aleksandra PizuricaWilfried Philips

Video denoising using multiple class averaging with multiresolution

Vladimir ZlokolicaAleksandra PizuricaWilfried Philips

A1 Journal Article in VISUAL CONTENT PROCESSING AND REPRESENTATION, PROCEEDINGS

2002

A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Image denoising using wavelets and spatial context modeling

Aleksandra Pizurica

PSF Estimation with Applications in Autofocus and Image Restoration.

Filip RoomsMichiel RonsseAleksandra PizuricaWilfried Philips

2001

A novel method for adaptive enhancement and unsupervised segmentation of MRI brain image

Wilfried PhilipsAleksandra PizuricaIgnace Lemahieu

Despeckling SAR images using wavelets and a new class of adaptive shrinkage estimators

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Estimating image blur in the wavelet domain.

Filip RoomsAleksandra PizuricaWilfried Philips

Multiresolution image restoration.A filtering technique adapting to unknown type of noise

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

The application of Markov Random Field Models to wavelet-based Image denoising.

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Bookchapter in Imaging and Vision Systems : Theory, Assessment and Applications. Vol.9 : Advances in Computation : Theory and Practice. - Huntington : NOVA Science Publishers, 2001

2000

A new restoration method and its application to speckle images

Ivana DuskunovicAleksandra PizuricaWilfried PhilipsIgnace Lemahieu

A new restoration method and its application to speckle images.

Ivana DuskunovicAleksandra PizuricaWilfried PhilipsIgnace Lemahieu

A spatially adaptive image denoising technique using the wavelet transform

Aleksandra Pizurica

A speckle suppression method for medical ultrasound images based on local statistics.

Ivana DuskunovicAleksandra PizuricaFilip RoomsWilfried PhilipsIgnace Lemahieu

A wavelet-based image denoising technique using spatial priors

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

A wavelet-based image denoising technique using spatial priors.

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

An application of a wavelet-based denoising method to temporal radar imagery.

Aleksandra PizuricaNiko VerhoestWilfried PhilipsFrançois De Troch

An image denoising technique using wavelets and spatial priors

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Detecting variable source areas from temporal radar imagery using advanced image enhancement techniques

Aleksandra PizuricaNiko VerhoestWilfried PhilipsFrançois De Troch

Implementation of a new filter based on simplified rules for removing Gaussian noise

Ivana DuskunovicAleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Implementation of a new filter based on simplified spatial rules for removing noise

Ivana DuskunovicAleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Segmentation flares in ultrasound images

Ivana DuskunovicAleksandra PizuricaFilip RoomsWilfried PhilipsIgnace Lemahieu

The application of wavelet-based filtering techniques for retrieving bio-physical parameters from multi-temporal ERS-images

Niko VerhoestAleksandra PizuricaWilfried PhilipsFrançois De Troch

Wavelet based denoising techniques for ultrasound images

Ivana DuskunovicAleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Wavelet based denoising techniques for ultrasound images

Ivana DuskunovicAleksandra PizuricaWilfried PhilipsIgnace Lemahieu

1999

An application of wavelet-based denoising method to infrared images of landmines

Aleksandra Pizurica

Enhancement of infrared and GPR images of landmines

Aleksandra PizuricaWilfried Philips

Enhancement of noisy images using a multiscale edge reconstruction technique

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Image de-noising in the wavelet domain using prior spatial constraints

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu

Image de-noising in the wavelet domain using prior spatial constraints

Aleksandra PizuricaIgnace Lemahieu

Image denoising using a multiscale nonlinear filtering technique

Aleksandra PizuricaWilfried PhilipsIgnace LemahieuDimitri Van De Ville

Speckle noise reduction in GPR images.

Aleksandra PizuricaWilfried PhilipsIgnace Lemahieu