| 2024 | IGARSS | Recovering from Catastrophic Receptive Field Overflow in Semantic Segmentation of High Resolution Images: Application to Seabed Characterization. | Yoann Arhant, Olga Lopera Tellez, Xavier Neyt, Aleksandra Pizurica |
| 2023 | IGARSS | D4SC: Deep Supervised Semantic Segmentation for Seabed Characterisation in Low-Label Regime. | Yoann Arhant, Olga Lopera Tellez, Xavier Neyt, Aleksandra Pizurica |
| 2021 | ICIP | Hierarchical Variational Autoencoders For Visual Counterfactuals. | Nicolas Vercheval, Aleksandra Pizurica |
| 2021 | ICMV | Virtual restoration of paintings based on deep learning. | Roman A. Sizyakin, Viacheslav V. Voronin, Aleksandra Pizurica |
| 2021 | MMSP | Deep image hashing based on twin-bottleneck hashing with variational autoencoders. | Maxim Verwilst, Nina Zizakic, Lingchen Gu, Aleksandra Pizurica |
| 2020 | ICIP | Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2020 | ICIP | Variational Auto-Encoders Without Graph Coarsening For Fine Mesh Learning. | Nicolas Vercheval, Hendrik De Bie, Aleksandra Pizurica |
| 2020 | IPAS | A Deep Learning-Based Approach for Defect Detection and Removing on Archival Photos. | Roman A. Sizyakin, Viacheslav V. Voronin, Nikolay V. Gapon, Alexander A. Zelensky, Aleksandra Pizurica |
| 2020 | MMSP | Learned BRIEF - transferring the knowledge from hand-crafted to learning-based descriptors. | Nina Zizakic, Aleksandra Pizurica |
| 2019 | IBPRIA | Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification. | Shivam Pande, Biplab Banerjee, Aleksandra Pizurica |
| 2019 | ICIP | Group Convolutional Neural Networks for Hyperspectral Image Classification. | Xian Li, Mingli Ding, Aleksandra Pizurica |
| 2019 | ICMV | Automated visual inspection algorithm for the reflection detection and removing in image sequences. | Roman A. Sizyakin, Viacheslav V. Voronin, Nikolay V. Gapon, Alexey B. Nadykto, Aleksandra Pizurica, Alexander A. Zelensky |
| 2019 | IGARSS | Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2018 | ICIP | Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2017 | ICIP | Robust joint sparsity model for hyperspectral image classification. | Shaoguang Huang, Hongyan Zhang, Wenzhi Liao, Aleksandra Pizurica |
| 2016 | IGARSS | Double reweighted sparse regression for hyperspectral unmixing. | Rui Wang, Heng-Chao Li, Wenzhi Liao, Aleksandra Pizurica |
| 2014 | IGARSS | Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data. | Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips |
| 2013 | ICIP | New insights in Huber and TV-like regularizers in microwave imaging. | Funing Bai, Aleksandra Pizurica, Ann Franchois, Wilfried Philips |
| 2013 | ICIP | Complex wavelet joint denoising and demosaicing using Gaussian scale mixtures. | Bart Goossens, Jan Aelterman, Hip Quang Luong, Aleksandra Pizurica, Wilfried Philips |
| 2013 | ICIP | Two-stage denoising method for hyperspectral images combining KPCA and total variation. | Wenzhi Liao, Jan Aelterman, Hip Quang Luong, Aleksandra Pizurica, Wilfried Philips |
| 2012 | ACIVS | Classification of Hyperspectral Data over Urban Areas Based on Extended Morphological Profile with Partial Reconstruction. | Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Wilfried Philips, Youguo Pi |
| 2012 | ICIP | Combined non-local and multi-resolution sparsity prior in image restoration. | Jan Aelterman, Bart Goossens, Hip Quang Luong, Jonas De Vylder, Aleksandra Pizurica, Wilfried Philips |
| 2012 | ICIP | Quantitative microwave tomography from sparse measurements using a robust huber regularizer. | Funing Bai, Aleksandra Pizurica, Sam Van Loocke, Ann Franchois, Daniel De Zutter, Wilfried Philips |
| 2012 | ICIP | Object identification by using orthonormal circus functions from the trace transform. | Andrs Frias-Velzquez, Carlos Ortiz, Aleksandra Pizurica, Wilfried Philips, Gustavo Cerda |
| 2012 | ICIP | A primal-dual algorithm for joint demosaicking and deconvolution. | Hip Quang Luong, Bart Goossens, Jan Aelterman, Aleksandra Pizurica, Wilfried Philips |
| 2012 | ICIP | Markov Random Field based image inpainting with context-aware label selection. | Tijana Ruzic, Aleksandra Pizurica, Wilfried Philips |
| 2012 | IPAS | Texture and color descriptors as a tool for context-aware patch-based image inpainting. | Tijana Ruzic, Aleksandra Pizurica |
| 2011 | ACIVS | Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting. | Tijana Ruzic, Bruno Cornelis, Ljiljana Platisa, Aleksandra Pizurica, Ann Dooms, Wilfried Philips, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies |
| 2011 | DICTA | Non-Overlapping Multi-camera Detection and Tracking of Vehicles in Tunnel Surveillance. | Jorge Oswaldo Nio Castaeda, Vedran Jelaca, Andrs Frias-Velzquez, Aleksandra Pizurica, Wilfried Philips, Reyes Rios-Cabrera, Tinne Tuytelaars |
| 2011 | ICIP | Reconstruction of High Dynamic Range images with poisson noise modeling and integrated denoising. | Bart Goossens, Hip Quang Luong, Jan Aelterman, Aleksandra Pizurica, Wilfried Philips |
| 2011 | ICIP | Spatiogram features to characterize pearls in paintings. | Ljiljana Platisa, Bruno Cornelis, Tijana Ruzic, Aleksandra Pizurica, Ann Dooms, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies |
| 2011 | IGARSS | Classification of multi-source images using color morphological profiles. | Valrie De Witte, Guy Thoonen, Paul Scheunders, Aleksandra Pizurica, Wilfried Philips |
| 2011 | IPAS | Neighbourhood-consensus message passing and its potentials in image processing applications. | Tijana Ruzic, Aleksandra Pizurica, Wilfried Philips |
| 2010 | ACIVS | A GPU-Accelerated Real-Time NLMeans Algorithm for Denoising Color Video Sequences. | Bart Goossens, Hip Quang Luong, Jan Aelterman, Aleksandra Pizurica, Wilfried Philips |
| 2010 | ACIVS | Surface Reconstruction of Wear in Carpets by Using a Wavelet Edge Detector. | Sergio A. Orjuela Vargas, Benhur Ortiz Jaramillo, Simon De Meulemeester, Julio C. Garcia-Alvarez, Filip Rooms, Aleksandra Pizurica, Wilfried Philips |
| 2010 | ICIP | Compass: a joint framework for Parallel Imaging and Compressive Sensing in MRI. | Jan Aelterman, Hip Quang Luong, Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2010 | ICIP | A fast iterative kernel PCA feature extraction for hyperspectral images. | Wenzi Liao, Aleksandra Pizurica, Wilfried Philips, Youguo Pi |
| 2010 | ICIP | Consistent joint photometric and geometric image registration. | Hip Quang Luong, Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2009 | ACIVS | Robust Detection and Tracking of Moving Objects in Traffic Video Surveillance. | Borislav Antic, Jorge Oswaldo Nio Castaeda, Dubravko Culibrk, Aleksandra Pizurica, Vladimir S. Crnojevic, Wilfried Philips |
| 2009 | ICIP | A filter design technique for improving the directional selectivity of the first scale of the Dual-Tree complex wavelet transform. | Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2008 | ACIVS | Object Tracking Using Naive Bayesian Classifiers. | Nemanja Petrovic, Ljubomir Jovanov, Aleksandra Pizurica, Wilfried Philips |
| 2008 | ACIVS | Passive Error Concealment for Wavelet Coded Images with Efficient Reconstruction of High-Frequency Content. | Joost Rombaut, Aleksandra Pizurica, Wilfried Philips |
| 2008 | DICTA | Edge Linking Based Method to Detect and Separate Individual C. Elegans Worms in Culture. | Nikzad Babaii Rizvandi, Aleksandra Pizurica, Wilfried Philips, Daniel Ochoa |
| 2008 | ICIP | EM-based estimation of spatially variant correlated image noise. | Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2008 | ICIP | Machine vision detection of isolated and overlapped nematode worms using skeleton analysis. | Nikzad Babaii Rizvandi, Aleksandra Pizurica, Wilfried Philips |
| 2007 | ACIVS | On Hybrid Directional Transform-Based Intra-band Image Coding. | Alin Alecu, Adrian Munteanu, Aleksandra Pizurica, Jan Cornelis, Peter Schelkens |
| 2007 | ACIVS | Analysis of the Statistical Dependencies in the Curvelet Domain and Applications in Image Compression. | Alin Alecu, Adrian Munteanu, Aleksandra Pizurica, Jan Cornelis, Peter Schelkens |
| 2007 | ACIVS | Noise Removal from Images by Projecting onto Bases of Principal Components. | Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2007 | ACIVS | A New Fuzzy Motion and Detail Adaptive Video Filter. | Tom Mlange, Vladimir Zlokolica, Stefan Schulte, Valrie De Witte, Mike Nachtegael, Aleksandra Pizurica, Etienne E. Kerre, Wilfried Philips |
| 2007 | ACIVS | Improved Pixel-Based Rate Allocation for Pixel-Domain Distributed Video Coders Without Feedback Channel. | Marleen Morbe, Josep Prades-Nebot, Antoni Roca, Aleksandra Pizurica, Wilfried Philips |
| 2007 | ICASSP | Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs. | Ljubomir Jovanov, Aleksandra Pizurica, Vladimir Zlokolica, Stefan Schulte, Etienne E. Kerre, Wilfried Philips |
| 2007 | ICASSP | Rate Allocation Algorithm for Pixel-Domain Distributed Video Coding Without Feedback Channel. | Marleen Morbe, Josep Prades-Nebot, Aleksandra Pizurica, Wilfried Philips |
| 2007 | ICASSP | Extending the Depth of Field in Microscopy Through Curvelet-Based Frequency-Adaptive Image Fusion. | Linda Tessens, Alessandro Ledda, Aleksandra Pizurica, Wilfried Philips |
| 2007 | ICIP | Removal of Correlated Noise by Modeling Spatial Correlations and Interscale Dependencies in the Complex Wavelet Domain. | Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2007 | ICIP | Locally Adaptive Intrasubband Interpolation of Lost Lowfrequency Coefficients Inwavelet Coded Images. | Joost Rombaut, Aleksandra Pizurica, Wilfried Philips |
| 2007 | VCIP | Locally adaptive reconstruction of lost low-frequency coefficients in wavelet coded images. | Joost Rombaut, Aleksandra Pizurica, Wilfried Philips |
| 2006 | ACIVS | A New Fuzzy-Based Wavelet Shrinkage Image Denoising Technique. | Stefan Schulte, Bruno Huysmans, Aleksandra Pizurica, Etienne E. Kerre, Wilfried Philips |
| 2006 | ICASSP | Spatio-Temporal Approach for Noise Estimation. | Vladimir Zlokolica, Aleksandra Pizurica, Ewout Vansteenkiste, Wilfried Philips |
| 2006 | ICIP | Information-Theoretic Analysis of Dependencies Between Curvelet Coefficients. | Alin Alecu, Adrian Munteanu, Aleksandra Pizurica, Wilfried Philips, Jan Cornelis, Peter Schelkens |
| 2006 | ICIP | Wavelet Domain Image Denoising for Non-Stationary Noise and Signal-Dependent Noise. | Bart Goossens, Aleksandra Pizurica, Wilfried Philips |
| 2005 | ACIVS | FPGA Design and Implementation of a Wavelet-Domain Video Denoising System. | Mihajlo Katona, Aleksandra Pizurica, Nikola Teslic, Vladimir Kovacevic, Wilfried Philips |
| 2005 | ACIVS | Noise Reduction of Video Sequences Using Fuzzy Logic Motion Detection. | Stefan Schulte, Vladimir Zlokolica, Aleksandra Pizurica, Wilfried Philips, Etienne E. Kerre |
| 2005 | IGARSS | Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context. | Aleksandra Pizurica, Bruno Huysmans, Paul Scheunders, Wilfried Philips |
| 2004 | ICIP | Recursive temporal denoising and motion estimation of video. | Vladimir Zlokolica, Aleksandra Pizurica, Wilfried Philips |
| 2003 | AVSS | Combined Wavelet Domain and Temporal Video Denoising. | Aleksandra Pizurica, Vladimir Zlokolica, Wilfried Philips |
| 2001 | ICASSP | A novel method for adaptive enhancement and unsupervised segmentation of MRI brain image. | Jing-Hao Xue, Wilfried Philips, Aleksandra Pizurica, Ignace Lemahieu |
| 2001 | ICIP | Despeckling SAR images using wavelets and a new class of adaptive shrinkage estimators. | Aleksandra Pizurica, Wilfried Philips, Ignace Lemahieu, Marc Acheroy |
| 2000 | ICIP | A New Restoration Method and its Application to Speckle Images. | Ivana Duskunovic, Gjenna Stippel, Aleksandra Pizurica, Wilfried Philips, Ignace Lemahieu |
| 2000 | ICIP | A Wavelet-Based Image Denoising Technique Using Spatial Priors. | Aleksandra Pizurica, Wilfried Philips, Ignace Lemahieu, Marc Acheroy |