@article {1817, title = {Diffusion kurtosis imaging allows the early detection and longitudinal follow-up of amyloid β-induced pathology.}, journal = {Alzheimer{\textquoteright}s Research \& Therapy }, volume = {10}, year = {2018}, pages = {1-16}, doi = {10.1186/s13195-017-0329-8}, author = {Jelle Praet and Nikolay Manyakov and Leacky Muchene and Zhenhua Mai and Vasilis Terzopoulos and Steve De Backer and An Torremans and Pieter-Jan Guns and Tom Van De Casteele and Astrid Bottelbergs and Bianca Van Broeck and Jan Sijbers and Dirk Smeets and Ziv Shkedy and Luc Bijnens and Darrel Pemberton and Mark Schmidt and Annemie Van Der Linden and Marleen Verhoye} } @article {1903, title = {A simple computer vision pipeline reveals the effects of isolation on social interaction dynamics in Drosophila}, journal = {Plos Computational Biology}, volume = {14}, year = {2018}, pages = {e1006410}, author = {G Liu and Tanmay Nath and Z Guo and G Linneweber and A Claeys and J Li and M Bengochea and Steve De Backer and Barbara Weyn and M Sneyders and H Nicasy and P Yu and Paul Scheunders and Bassem Hassan} } @inproceedings {1453, title = {Automated Social behaviour Recognition At Low Resolution}, booktitle = {22nd IEEE - International Conference of Pattern Recognition (ICPR)}, year = {2014}, author = {Tanmay Nath and G.Liu and Barbara Weyn and Bassem Hassan and Steve De Backer and Paul Scheunders} } @inproceedings {1533, title = {Automated Social behaviour Recognition At Low Resolution}, booktitle = {ICPR14, International Conference on Pattern Recognition, Stockholm, Sweden}, year = {2014}, author = {Tanmay, Nath and G. Liu and Bassem Hassan and Barbara Weyn and Steve De Backer and Paul Scheunders} } @inproceedings {tanmay2013tracking, title = {Tracking for Quantifying Social Network of Drosophila Melanogaster}, booktitle = {15th Computer Analysis of Images and Patterns (CAIP)}, volume = {8048}, year = {2013}, pages = {539{\textendash}545}, publisher = {Springer}, organization = {Springer}, author = {Tanmay Nath and Liu, Guangda and Barbara Weyn and Bassem Hassan and Steve De Backer and Paul Scheunders} } @article {wvheckeAleemanssdbackerBjeurisspmparizejsijbers2010, title = {Comparing isotropic and anisotropic smoothing for voxel-based DTI analyses: A simulation study}, journal = {Human Brain Mapping}, volume = {31}, number = {1}, year = {2010}, pages = {98-114}, author = {Wim Van Hecke and Alexander Leemans and Steve De Backer and Ben Jeurissen and Paul M Parizel and Jan Sijbers} } @article {jjuntujsijberssdbackerjrajandvandyck2010, title = {A Machine Learning Study of Several Classifiers Trained with Texture Analysis Features to Differentiate Benign from Malignant Soft Tissue Tumors in T1-MRI Images}, journal = {Journal of Magnetic Resonance Imaging}, volume = {31}, year = {2010}, pages = {680{\textendash}689}, doi = {10.1002/jmri.22095}, author = {Juntu, Jaber and Jan Sijbers and Steve De Backer and Jeny Rajan and Dirk Van Dyck} } @inproceedings {Thoonen09, title = {Assessing the quality of heathland vegetation by classification of hyperspectral data using spatial information}, booktitle = {Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009}, volume = {4}, year = {2009}, month = {July}, pages = {IV-330 - IV-333}, address = {Cape Town, South Africa}, abstract = {This article deals with a method for acquiring vegetation maps, suitable for monitoring and evaluating the conservation status of heathland vegetation from hyperspectral data. The applied method is a recursive supervised segmentation algorithm based on a Tree-structured Markov Random Field (TS-MRF), capable of incorporating structural dependencies in the classification process. To this end, a tree structure is used that is built upon structural dependencies that are present in the field. The classification results from this TS-MRF with extended tree are compared to pixel-based classification results, results from a simple smoothing post-processing, and the result from the original binary TS-MRF technique.}, keywords = {geophysical signal processing, heathland vegetation conservation, heathland vegetation quality, hyperspectral data classification, image segmentation, Markov processes, pixel based classification comparison, recursive supervised segmentation algorithm, smoothing post processing comparison, spatial information, tree structured Markov random field, trees (mathematics), TS-MRF, vegetation mapping, vegetation maps}, isbn = {978-1-4244-3394-0}, doi = {10.1109/IGARSS.2009.5417380}, author = {Guy Thoonen and Jeroen Vanden Borre and Steve De Backer and Paul Scheunders} } @article {wvheckejsijberssdbackerdpootParizelaleemans2009, title = {On the construction of a ground truth framework for evaluating voxel-based diffusion tensor MRI analysis methods}, journal = {NeuroImage}, volume = {46}, number = {3}, year = {2009}, month = {July}, pages = {692-707}, doi = {10.1016/j.neuroimage.2008.07.006}, author = {Wim Van Hecke and Jan Sijbers and Steve De Backer and Dirk H J Poot and Paul M Parizel and Alexander Leemans} } @article {Zhangsdbackerpscheund2009, title = {Noise-resistant wavelet-based Bayesian fusion of multispectral and hyperspectral images}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {11}, year = {2009}, pages = {3834-3843}, author = {Y. Zhang and Steve De Backer and Paul Scheunders} } @article {wvdbroekVerbeeckSchryverssdbackerpscheund2009, title = {Tomographic Spectroscopic Imaging; an experimental proof of concept}, journal = {Ultramicroscopy}, volume = {109}, year = {2009}, pages = {296-303}, author = {Wouter Van den Broek and Jo Verbeeck and D. Schryvers and Steve De Backer and Paul Scheunders} } @article {aduijstepscheundsdbacker2009, title = {Wavelet-Based EM Algorithm for Multispectral-Image Restoration}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {47}, number = {11}, year = {2009}, month = {November}, pages = {3892-3898}, author = {A. Duijster and Paul Scheunders and Steve De Backer} } @inproceedings {Zhangsdbackerpscheund2008, title = {Bayesian fusion of multispectral and hyperspectral image in wavelet domain}, booktitle = {IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2008, Boston, United States, 6-11 July}, year = {2008}, pages = {69-72}, publisher = {IEEE International}, organization = {IEEE International}, author = {Y. Zhang and Steve De Backer and Paul Scheunders}, editor = {t.b.a.} } @inproceedings {wvheckealeemanssdbackerParizeljsijbers2008, title = {On the construction of a ground truth methodology to evaluate VBM analysis results of diffusion tensor images}, booktitle = {European Society for Magnetic Resonance in Medicine and Biology}, year = {2008}, month = {October}, address = {Valencia, Spain}, author = {Wim Van Hecke and Alexander Leemans and Steve De Backer and Paul M Parizel and Jan Sijbers} } @article {wvheckejsijbersDagostinoMaessdbackerVandervlietParizelaleemans2008, title = {On the construction of an inter-subject diffusion tensor magnetic resonance atlas of the healthy human brain}, journal = {NeuroImage}, volume = {43}, number = {1}, year = {2008}, pages = {69-80}, doi = {0.1016/j.neuroimage.2008.07.006}, author = {Wim Van Hecke and Jan Sijbers and E. Dagostino and F. Maes and Steve De Backer and Everhard Vandervliet and Paul M Parizel and Alexander Leemans} } @article {sdbackerPizuricaHuysmansPhilipspscheund2008, title = {Denoising of Multicomponent Images Using Wavelet Least-Squares Estimators}, journal = {Image and Vision Computing}, volume = {26}, number = {7}, year = {2008}, month = {July}, pages = {1038-1051}, author = {Steve De Backer and Aleksandra Pizurica and B. Huysmans and Wilfried Philips and Paul Scheunders} } @inproceedings {wvheckealeemansAgostinosdbackerVandervlietParizeljsijbers2008, title = {The evaluation of a population based diffusion tensor image atlas using a ground truth method}, booktitle = {Proceedings of SPIE Medical Imaging}, volume = {6914}, year = {2008}, month = {February}, address = {San Diego, USA}, author = {Wim Van Hecke and Alexander Leemans and E. Dagostino and Steve De Backer and Everhard Vandervliet and Paul M Parizel and Jan Sijbers} } @conference {wvheckealeemanssdbackerVandervlietjsijberspmparize2008, title = {A Ground Truth Analysis of the Preservation of Diffusion Tensor Information in a Population Specific Atlas}, year = {2008}, month = {May}, address = {Toronto, Canada}, author = {Wim Van Hecke and Alexander Leemans and Steve De Backer and Everhard Vandervliet and Jan Sijbers and Paul M Parizel} } @article {KempeneersZarco-TejadaNorthsdbackerDelalieuxSepulcre-CantoMoralesAardtSagardoyCoppinpscheund2008, title = {Model inversion for chlorophyll estimation in open canopies from hyperspectral imagery}, journal = {International Journal of Remote Sensing}, volume = {29}, number = {17}, year = {2008}, pages = {5093-5111}, author = {Pieter Kempeneers and P.J. Zarco-Tejada and P.R.J. North and Steve De Backer and Stephanie Delalieux and G. Sepulcre-Canto and F. Morales and Jan van Aardt and Ruth Sagardoy and P. Coppin and Paul Scheunders} } @article {sdbackerCornelissenLemeireNuydensMeertSchelkenspscheund2008, title = {Mosiacing of Fibered Fluorescence Microscopy Video}, journal = {Lecture notes in Computer Science}, volume = {5259}, year = {2008}, month = {October}, pages = {915-923}, author = {Steve De Backer and F. Cornelissen and J. Lemeire and R. Nuydens and T. Meert and P. Schelkens and Paul Scheunders} } @inproceedings {Verdoolaegesdbackerpscheund2008, title = {Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models}, booktitle = {IEEE, International Conference on Image Processing, San Diego, CA, October 12-15}, year = {2008}, pages = {169-172}, author = {G. Verdoolaege and Steve De Backer and Paul Scheunders} } @inproceedings {Thoonen08, title = {Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast}, booktitle = {Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International}, volume = {3}, year = {2008}, month = {July}, pages = {III-483 - III-486}, address = {Boston, MA, USA}, abstract = {This work evaluates a classification method, including spatial information, for dune vegetation along the Belgian coastline. The used method is a recursive supervised segmentation algorithm based on a tree-structured Markov Random Field. This technique describes a K-ary field as a sequence of binary Markov Random Fields, each of which is represented by a node in the tree. The obtained classification results were compared to results with the same data set, for a purely spectral classification and a spectral classification, followed by spatial smoothing.}, keywords = {airborne data, airborne radar, Belgian Coast, binary Markov Random Field, dune environment, dune vegetation mapping, Europe, hyperspectral data, image classification, image segmentation, Markov processes, spatial classification, spatial smoothing, supervised segmentation algorithm, tree-structured Markov Random Field, trees (mathematics), TS-MRF model, vegetation mapping}, isbn = {978-1-4244-2807-6}, doi = {10.1109/IGARSS.2008.4779389}, author = {Guy Thoonen and Steve De Backer and S. Provoost and Pieter Kempeneers and Paul Scheunders} } @inproceedings {aduijstesdbackerpscheund2008, title = {Wavelet-based Multispectral Image Restoration}, booktitle = {IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium}, volume = {3}, year = {2008}, pages = {79-82}, publisher = {IEEE International}, organization = {IEEE International}, author = {A. Duijster and Steve De Backer and Paul Scheunders} } @inproceedings {pscheundsdbackerPizuricaHuysmansPhilips2007, title = {Bayesian Wavelet-based Denoising of Multicomponent Images}, booktitle = {Proceedings Wavelet Applications in Industrial Processing V, part of SPIE Optics East, Boston, MA, 9-12 september, Vol. 6763-OK (12 pages)}, year = {2007}, author = {Paul Scheunders and Steve De Backer and Aleksandra Pizurica and B. Huysmans and Wilfried Philips} } @article {aduijstesdbackerpscheund2007, title = {Multicomponent image restoration, an experimental study}, journal = {Lecture Notes in Computer Science}, volume = {4633}, year = {2007}, pages = {58-68}, author = {A. Duijster and Steve De Backer and Paul Scheunders} } @article {wvheckealeemansD{\textquoteright}AgostinosdbackerVandervlietParizeljsijbers2007, title = {Nonrigid Coregistration of Diffusion Tensor Images Using a Viscous Fluid Model and Mutual Information}, journal = {IEEE Transactions on Medical Imaging}, volume = {26}, number = {11}, year = {2007}, pages = {1598-1612}, author = {Wim Van Hecke and Alexander Leemans and E. Dagostino and Steve De Backer and Everhard Vandervliet and Paul M Parizel and Jan Sijbers} } @article {pscheundsdbacker2007, title = {Wavelet denoising of multicomponent images, using Gaussian Scale Mixture models and a noise-free image as priors}, journal = {IEEE Transactions on Image Processing}, volume = {16}, number = {7}, year = {2007}, month = {July}, pages = {1865-1872}, author = {Paul Scheunders and Steve De Backer} } @inproceedings {aduijstesdbackerpscheund2007, title = {Wavelet-based Multicomponent Image Restoration}, booktitle = {Wavelet Applications in Industrial Processing V, part of SPIE Optics East, Boston, MA, United States, September 9-12}, series = {Presented at the Society of Photo-Optical Instrumentation Engineers (SPIE) Conference}, volume = {6763}, year = {2007}, month = {October}, author = {A. Duijster and Steve De Backer and Paul Scheunders}, editor = {F. Truchetet and O. Laligant} } @article {wvdbroekVerbeecksdbackerpscheundSchryvers2006, title = {Acquisition of the EELS data cube by tomographic reconstruction}, journal = {Ultramicroscopy}, volume = {106}, number = {3}, year = {2006}, month = {March}, pages = {269-276}, author = {Wouter Van den Broek and Jo Verbeeck and Steve De Backer and Paul Scheunders and D. Schryvers} } @inproceedings {KempeneerssdbackerZarco-TejadaDelalieuxSepulcre-Cant{\'o}MoralesSagardoyAardtCoppinpscheund2006, title = {Chlorophyll retrieval from canopy reflectance over orchards using hyperspectral techniques}, booktitle = {2nd International Symposium on Recent Advances in Quantitative Remote Sensing, 25-29 September 2006, Torrent (Valencia), Spain}, year = {2006}, author = {Pieter Kempeneers and Steve De Backer and P.J. Zarco-Tejada and Stephanie Delalieux and G. Sepulcre-Cant{\'o} and F. Morales and Ruth Sagardoy and Jan van Aardt and P. Coppin and Paul Scheunders} } @inproceedings {sdbackerpscheund2006, title = {Enhancement of fMRI image series with the aid of an anatomical image}, booktitle = {ISBI{\textquoteright}06, IEEE International Symposium on Biomedical Imaging, Arlington, Virginia, april 6-9}, year = {2006}, pages = {1052-1055}, author = {Steve De Backer and Paul Scheunders} } @inproceedings {wvheckealeemanssdbackerVandervlietParizelAgostinojsijbers2006, title = {Multi-channel coregistration of diffusion tensor images based on a viscous fluid model}, booktitle = {Belgian Day on Biomedical Engineering - IEEE/EMBS Benelux Symposium}, year = {2006}, pages = {139-142}, address = {Brussels, Belgium}, author = {Wim Van Hecke and Alexander Leemans and Steve De Backer and Everhard Vandervliet and Paul M Parizel and E. Dagostino and Jan Sijbers} } @article {aleemansjsijberssdbackerVandervlietParizel2006, title = {Multiscale white matter fiber tract coregistration: a new feature-based approach to align diffusion tensor data}, journal = {Magnetic Resonance in Medicine}, volume = {55}, number = {6}, year = {2006}, pages = {1414-1423}, author = {Alexander Leemans and Jan Sijbers and Steve De Backer and Everhard Vandervliet and Paul M Parizel} } @inproceedings {aleemansjsijberssdbackerVandervlietParizel2006, title = {Multiscale white matter fiber tract coregistration: a new feature-based approach to align diffusion tensor data}, booktitle = {14th Scientific Meeting - International Society for Magnetic Resonance in Medicine}, year = {2006}, pages = {437}, address = {Seattle, USA}, author = {Alexander Leemans and Jan Sijbers and Steve De Backer and Everhard Vandervliet and Paul M Parizel} } @inproceedings {wvheckealeemanssdbackerVandervlietParizeljsijbersAgostino2006, title = {Non-rigid coregistration of diffusion tensor images using a viscous fluid model.}, booktitle = {23rd Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology}, year = {2006}, pages = {191-192}, address = {Warsaw, Poland}, author = {Wim Van Hecke and Alexander Leemans and Steve De Backer and Everhard Vandervliet and Paul M Parizel and Jan Sijbers and E. Dagostino} } @inproceedings {KempeneerssdbackerTejadaDelalieuxCantoIribasAardtCoppinpscheund2006, title = {Stress detection in orchards with hyperspectral remote sensing data}, booktitle = {SPIE Remote Sensing, Stockholm, Sweden, september 11-14}, volume = {6359}, number = {38}, year = {2006}, month = {September}, author = {Pieter Kempeneers and Steve De Backer and P J Zarco Tejada and Stephanie Delalieux and G Sepulcre Canto and F Morales Iribas and Jan van Aardt and P. Coppin and Paul Scheunders} } @inproceedings {pscheundsdbacker2006, title = {Wavelet Denoising of multicomponent images using a Gaussian Scale Mixture model}, booktitle = {ICPR{\textquoteright}06, International Conference on Pattern Recognition, Hong Kong, august 20-24}, volume = {3}, year = {2006}, pages = {754-757}, publisher = {IEEE Computer Society}, organization = {IEEE Computer Society}, author = {Paul Scheunders and Steve De Backer} } @inproceedings {pscheundsdbacker2006, title = {Wavelet Denoising of multicomponent images using a noise-free image}, booktitle = {ICIP{\textquoteright}06, IEEE International Conference on Image Processing, Atlanta, Georgia, October 8-11}, year = {2006}, pages = {2619-2622}, publisher = {IEEE Signal Processing Society}, organization = {IEEE Signal Processing Society}, author = {Paul Scheunders and Steve De Backer} } @article {aleemansjsijberssdbackerVandervlietParizel2005, title = {Affine Coregistration of Diffusion Tensor Magnetic Resonance Images Using Mutual Information}, journal = {Lecture Notes in Computer Science}, volume = {3708}, year = {2005}, pages = {523-530}, author = {Alexander Leemans and Jan Sijbers and Steve De Backer and Everhard Vandervliet and Paul M Parizel} } @article {sdbackerKempeneersDebruynpscheund2005, title = {A Band Selection Technique for Spectral Classification}, journal = {IEEE Geoscience and Remote Sensing Letters}, volume = {2}, number = {3}, year = {2005}, month = {July}, pages = {319-323}, author = {Steve De Backer and Pieter Kempeneers and W. Debruyn and Paul Scheunders} } @inproceedings {aleemanssdbackerjsijbersVandervlietParizel2005, title = {End point clustering for diffusion tensor white matter fiber bundle tractography}, booktitle = {22th Annual Scientific Meeting - European Society for Magnetic Resonance in Medicine and Biology}, year = {2005}, pages = {129-130}, address = {Basle, Switzerland}, author = {Alexander Leemans and Steve De Backer and Jan Sijbers and Everhard Vandervliet and Paul M Parizel} } @article {KempeneerssdbackerDebruynpscheund2005, title = {Generic Wavelet-Based Hyperspectral Classification Applied to Vegetation Stress Detection}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {43}, year = {2005}, month = {March}, pages = {610-614}, author = {Pieter Kempeneers and Steve De Backer and W. Debruyn and Paul Scheunders} } @inproceedings {KempeneerssdbackerDebruynProvoostpscheund2005, title = {Hyperspectral classification applied to the Belgian coastline}, booktitle = {SPIE Remote Sensing, Bruges, Belgium, 19-22 september}, volume = {5982}, number = {15}, year = {2005}, author = {Pieter Kempeneers and Steve De Backer and W. Debruyn and S. Provoost and Paul Scheunders} } @inproceedings {KempeneersSterckxDebruynParkRuddicksdbackerpscheund2005, title = {Retrieval of oceanic constituents from ocean color using simulated annealing}, booktitle = {IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2005, Seoul, Korea, 25-29 July}, volume = {8}, year = {2005}, pages = {5651-5654}, author = {Pieter Kempeneers and S Sterckx and W. Debruyn and Y. Park and K. Ruddick and Steve De Backer and Paul Scheunders} } @inproceedings {aleemanssdbackerjsijbersVandervlietParizel2005, title = {TRACT: Tissue Relative Anisotropy based Curvature Thresholding for deterministic MR diffusion tensor tractography}, booktitle = {22th Annual Scientific Meeting - European Society for Magnetic Resonance in Medicine and Biology}, year = {2005}, pages = {289}, address = {Basle, Switzerland}, author = {Alexander Leemans and Steve De Backer and Jan Sijbers and Everhard Vandervliet and Paul M Parizel} } @inproceedings {pscheundsdbacker2005, title = {Wavelet-based enhancement of remote sensing and biomedical image series using an auxiliary image}, booktitle = {SPIE Optics East, 23-26 October, Boston, Massachusetts USA}, volume = {6001}, number = {5}, year = {2005}, pages = {41-52}, author = {Paul Scheunders and Steve De Backer} } @inproceedings {sdbackerKempeneersDebruynpscheund2004, title = {Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images}, booktitle = {Image Analysis and Recognition Proc. of International Conference on Image Analysis and Recognition}, series = {Lecture Notes in Computer Science}, year = {2004}, pages = {497-503}, publisher = {Springer}, organization = {Springer}, address = {Porto, Portugal}, author = {Steve De Backer and Pieter Kempeneers and W. Debruyn and Paul Scheunders}, editor = {A. Campilho and M. Kamel} } @inproceedings {KempeneerssdbackerDerondeBertelsDebruynpscheund2004, title = {Classifying hyperspectral airborne imagery for vegetation survey along coastlines}, booktitle = {IEEE International Geoscience and Remote Sensing Symposium, IGARSS, Anchorage, USA, 20-24 september}, volume = {2}, year = {2004}, pages = {1475-1478}, publisher = {IEEE International}, organization = {IEEE International}, address = {Anchorage, USA}, author = {Pieter Kempeneers and Steve De Backer and B. Deronde and L. Bertels and W. Debruyn and Paul Scheunders} } @inproceedings {KempeneerssdbackerDelalieuxSterckxDebruynCoppinpscheund2004, title = {Upscaling of spectroradiometer data for stress detection in orchards with remote sensing}, booktitle = {SPIE Remote Sensing, Gran Canaria, 13-16 september}, volume = {127}, year = {2004}, pages = {37-45}, publisher = {SPIE}, organization = {SPIE}, address = {Maspalomas, Spain}, author = {Pieter Kempeneers and Steve De Backer and Stephanie Delalieux and S Sterckx and W. Debruyn and P. Coppin and Paul Scheunders}, editor = {Manfred Owe, Guido D{\textquoteright}Urso, Ben T. Gouweleeuw, Anne M. Jochum} } @inproceedings {sdbackerKempeneersDebruynpscheund2004, title = {Wavelet Based Hyperspectral Data Analysis for Vegetation Stress Classification}, booktitle = {Proc. of Advanced Concepts for Intelligent Vision Systems}, year = {2004}, pages = {387-391}, address = {Brussels, Belgium}, author = {Steve De Backer and Pieter Kempeneers and W. Debruyn and Paul Scheunders} } @inproceedings {SterckxCoppinsdbackerDebruynKempeneersMeulemanNackaertsReusenpscheund2003, title = {Information extraction techniques for monitoring of stress symptoms in orchards}, booktitle = {Proc. Earsel 2003, Imaging Spectroscopy workshop Oberpfaffenhofen}, year = {2003}, pages = {278-283}, author = {S Sterckx and P. Coppin and Steve De Backer and W. Debruyn and Pieter Kempeneers and K. Meuleman and K. Nackaerts and I. Reusen and Paul Scheunders} } @inproceedings {MeulemanCoppinsdbackerDebruynNackaertspscheundStercks2003, title = {Optimal hyperspectral indicators for stress detection in orchards}, booktitle = {Proc. Earsel 2003, Imaging Spectroscopy workshop Oberpfaffenhofen}, year = {2003}, pages = {534-541}, author = {K. Meuleman and P. Coppin and Steve De Backer and W. Debruyn and K. Nackaerts and Paul Scheunders and S Sterckx} } @inproceedings {KempeneerssdbackerDebruynpscheund2003, title = {Wavelet Based Feature Extraction for Hyperspectral Vegetation Monitoring}, booktitle = {SPIE International Symposium on Remote Sensing, Image and Signal Processing for Remote Sensing IX}, year = {2003}, pages = {297-305}, address = {Barcelona, Spain}, author = {Pieter Kempeneers and Steve De Backer and W. Debruyn and Paul Scheunders}, editor = {L. Bruzzone} } @article {Yusdbackerpscheund2002, title = {Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery}, journal = {Pattern Recognition Letters}, volume = {23}, number = {1}, year = {2002}, pages = {183-190}, author = {Shixin Yu and Steve De Backer and Paul Scheunders} } @mastersthesis {1278, title = {Unsupervised Pattern Recognition - Dimensionality Reduction and Classification}, year = {2002}, school = {University of Antwerp}, type = {PhD thesis}, address = {Antwerp}, author = {Steve De Backer} } @article {pscheundsdbacker2001, title = {Fusion and merging of multispectral images using multiscale fundamental forms}, journal = {Journal of the Optical Society of America A}, volume = {18}, number = {10}, year = {2001}, pages = {2468-2477}, author = {Paul Scheunders and Steve De Backer} } @inproceedings {pscheundsdbacker2001, title = {Multispectral image fusion and merging using multiscale fundamental forms}, booktitle = {Proc. ICIP01, IEEE International Conference on Image Processing}, year = {2001}, pages = {902-905}, address = {Thessaloniki, Greece}, author = {Paul Scheunders and Steve De Backer} } @article {sdbackerpscheund2001, title = {Texture segmentation by frequency-sensitive elliptical competitive learning}, journal = {Image and Vision Computing}, volume = {19}, number = {9}, year = {2001}, pages = {639-648}, author = {Steve De Backer and Paul Scheunders} } @inproceedings {Yupscheundsdbacker2000, title = {Genetic Feature selection combined with composite fuzzy nearest neighbor classifers for high-dimensional remote sensing data}, booktitle = {Proc. IEEE Intern. Conf. on Systems, Man \& Cybernetics, October 8-11, Nashville,TN}, year = {2000}, pages = {1912-1916}, author = {Shixin Yu and Paul Scheunders and Steve De Backer} } @inproceedings {Yusdbackerpscheund2000, title = {Genetic feature selection combined with fuzzy kNN for hyperspectral satellite imagery}, booktitle = {Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International}, year = {2000}, pages = {702-704}, author = {Shixin Yu and Steve De Backer and Paul Scheunders} } @inproceedings {Yusdbackerpscheund2000, title = {Genetic Feature Selection Combined with Fuzzy K-NN for Hyperspectral Satellite Imagery}, booktitle = {Intelligent Techniques and Soft Computing in Nuclear Science and Engineering}, year = {2000}, pages = {281-288}, publisher = {World Scientific}, organization = {World Scientific}, author = {Shixin Yu and Steve De Backer and Paul Scheunders}, editor = {d. Ruan, H.A. Abderrahim, P. D{\textquoteright}Hondt, E. Kerre} } @article {sdbackerpscheund1999, title = {A competitive elliptical clustering algorithm}, journal = {Pattern Recognition Letters}, volume = {20}, number = {11}, year = {1999}, pages = {1141-1147}, author = {Steve De Backer and Paul Scheunders} } @article {pscheundsdbacker1999, title = {High-dimensional clustering using frequency sensitive competitive learning}, journal = {Pattern Recognition}, volume = {32}, number = {2}, year = {1999}, pages = {193-202}, author = {Paul Scheunders and Steve De Backer} } @inproceedings {sdbackerpscheund1999, title = {Texture segmentation by frequency-sensitive elliptical competitive learning}, booktitle = {Proc. ICIAP99, International Conference on Image Analysis and Processing , Venice, Italy, september 27-29}, year = {1999}, pages = {64-69}, author = {Steve De Backer and Paul Scheunders} } @article {sdbackerNaudpscheund1998, title = {Non-linear Dimensionality Reduction Techniques for Unsupervised Feature Extraction}, journal = {Pattern Recognition Letters}, volume = {19}, year = {1998}, pages = {711-720}, author = {Steve De Backer and A. Naud and Paul Scheunders} } @article {pscheundsdbackerNaud1998, title = {Non-linear mapping for feature extraction}, journal = {Lecture Notes in Computer Science}, volume = {1451}, year = {1998}, pages = {823-830}, author = {Paul Scheunders and Steve De Backer and A. Naud} } @inproceedings {pscheundsdbacker1997, title = {Joint quantization and error-diffusion of color images using competitive learning}, booktitle = {Proc. IEEE Conference on Image Processing , Santa Barbara, 26-29 october}, year = {1997}, pages = {811-814}, author = {Paul Scheunders and Steve De Backer} }