Hichem Frigui
Orcid: 0000-0002-8281-1629
According to our database1,
Hichem Frigui
authored at least 139 papers
between 1992 and 2023.
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Bibliography
2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Improving Automatic Target Recognition in Low Data Regime using Semi-Supervised Learning and Generative Data Augmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
IEEE Trans. Medical Imaging, 2021
2020
Application of Convolutional and Recurrent Neural Networks for Buried Threat Detection Using Ground Penetrating Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2020
3D U-Net for segmentation of pulmonary nodules in volumetric CT scans from multi-annotator truth estimation.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens., 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Multiple Instance Learning for Malignant vs. Benign Classification of Lung Nodules in Thoracic Screening Ct Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Multiple Instance Learning for Benign vs. Malignant Classification of Lung Nodules in CT Scans.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Cardio-Pulmonary Resuscitation (CPR) Scene Retrieval from Medical Simulation Videos Using Local Binary Patterns Over Three Orthogonal Planes.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018
2017
3-D Active Contour Segmentation Based on Sparse Linear Combination of Training Shapes (SCoTS).
IEEE Trans. Medical Imaging, 2017
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Proceedings of the International Symposium on Signal, Image, Video and Communications, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
MCMI-ANFIS: A robust multi class multiple instance Adaptive Neuro-Fuzzy Inference System.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Incorporating shape prior into active contours with a sparse linear combination of training shapes: Application to corpus callosum segmentation.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
EURASIP J. Adv. Signal Process., 2015
Identification of cardio-pulmonary resuscitation (CPR) scenes in medical simulation videos using spatio-temporal gradient orientations.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
A multiple instance neuro-fuzzy inference system for fusion of multiple landmine detection algorithms.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Speaker Identification in Medical Simulation Data Using Fisher Vector Representation.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
Unsupervised clustering and feature weighting based on Generalized Dirichlet mixture modeling.
Inf. Sci., 2014
Text-independent Speaker Identification Using Soft Bag-of-Words Feature Representation.
Int. J. Fuzzy Log. Intell. Syst., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Fusion of multiple landmine detection algorithms using an adaptive neuro fuzzy inference system.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Identification of cardio-pulmonary resuscitation (CPR) scenes in video simulating medical crises.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
Int. J. Fuzzy Log. Intell. Syst., 2013
Int. J. Artif. Intell. Tools, 2013
EURASIP J. Adv. Signal Process., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
2012
An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination.
Inf. Fusion, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
2011
Land-Mine Detection With Ground-Penetrating Radar Using Multistream Discrete Hidden Markov Models.
IEEE Trans. Geosci. Remote. Sens., 2011
A multiple instance learning approach for landmine detection using Ground Penetrating Radar.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the FUZZ-IEEE 2011, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
A comparison of deterministic and probabilistic approaches to endmember representation.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Image database categorization using robust modeling of finite Generalized Dirichlet mixture.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010
Model level fusion of edge histogram descriptors and gabor wavelets for landmine detection with ground penetrating radar.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Artificial Neural Networks, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Detection and Discrimination of Land Mines in Ground-Penetrating Radar Based on Edge Histogram Descriptors and a Possibilistic K-Nearest Neighbor Classifier.
IEEE Trans. Fuzzy Syst., 2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the 14th IEEE Symposium on Computers and Communications (ISCC 2009), 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Context extraction for local fusion using fuzzy clustering and feature discrimination.
Proceedings of the FUZZ-IEEE 2009, 2009
2008
MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation.
Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008
IEEE Trans. Fuzzy Syst., 2008
A generic approach to semantic video indexing using adaptive fusion of multimodal classifiers.
Int. J. Imaging Syst. Technol., 2008
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Proceedings of the International Conference on Image Processing, 2008
Image database categorization under spatial constraints using adaptive constrained clustering.
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
A Large-Scale Systematic Evaluation of Algorithms Using Ground-Penetrating Radar for Landmine Detection and Discrimination.
IEEE Trans. Geosci. Remote. Sens., 2007
Clustering and aggregation of relational data with applications to image database categorization.
Pattern Recognit., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints.
Proceedings of the FUZZ-IEEE 2007, 2007
Proceedings of the FUZZ-IEEE 2007, 2007
2006
MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation.
IEEE Trans. Fuzzy Syst., 2006
Proceedings of the Advances in Multimedia Information Processing, 2006
Three-band MRI image fusion utilizing the wavelet-based method optimized with two quantitative fusion metrics.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Clustering and aggregation of relational data with applications to image database categorization.
Proceedings of the Tenth IASTED International Conference on Internet and Multimedia Systems and Applications (IMSA 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the International Conference on Image Processing, 2006
Detection and Discrimination of Land Mines based on Edge Histogram Descriptors and Fuzzy K-Nearest Neighbors.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
2005
Unsupervised learning of arbitrarily shaped clusters using ensembles of Gaussian models.
Pattern Anal. Appl., 2005
Real-Time Landmine Detection with Ground-Penetrating Radar Using Discriminative and Adaptive Hidden Markov Models.
EURASIP J. Adv. Signal Process., 2005
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005
2004
Visualizing and Browsing Large Image Databases.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
2003
Unsupervised learning of arbitrarily shaped clusters with application to image database categorization.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
2002
SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Simultaneous categorization of text documents and identification of cluster-dependent keywords.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
2001
IEEE Trans. Pattern Anal. Mach. Intell., 2001
A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters in Large Datasets.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
2000
Signal Process., 2000
Int. J. Artif. Intell. Tools, 2000
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999
IEEE Trans. Pattern Anal. Mach. Intell., 1999
1997
1996
IEEE Trans. Fuzzy Syst., 1996
A robust algorithm for automatic extraction of an unknown number of clusters from noisy data.
Pattern Recognit. Lett., 1996
A Robust Clustering Algorithm Based on Competitive Agglomeration and Soft Rejection of Outliers.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
1995
Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II.
IEEE Trans. Fuzzy Syst., 1995
Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. I.
IEEE Trans. Fuzzy Syst., 1995
1993
The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves.
Pattern Recognit. Lett., 1993
1992
IEEE Trans. Neural Networks, 1992