Amel Benazza-Benyahia

107 papers B 16C 4Misc 11Journal 27Unranked 49
YearRankTypeTitle / Venue / Authors
2026 J jnl
Vocal fold disorders recognition based on machine learning using spatial and temporal features.
Multim. Tools Appl.
Dhouha Attia, Amel Benazza-Benyahia
2025 — conf
A wavelet-based deep neural network for content-based image retrieval with an adapted loss function.
ComNet
Arsène Amoya, Mounir Kaaniche, Amel Benazza-Benyahia
2025 J jnl
An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions.
IEEE Access
Khadidja Henni, Neila Mezghani, Amar Mitiche, Lina Abou-Abbas, Amel Benazza-Benyahia
2025 J jnl
Multi-task convolution neural network-based lifting scheme for image compression.
Pattern Recognit. Lett.
Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Gabriel Dauphin
2025 J jnl
Recognizing of Vocal Fold Disorders From High Speed Video: Use of Spatio-Temporal Deep Neural Networks.
Int. J. Imaging Syst. Technol.
Dhouha Attia, Amel Benazza-Benyahia
2024 — conf
Classification of vocal fold disorders based on high speed videos.
ISIVC
Dhouha Attia, Amel Benazza-Benyahia
2024 C conf
Cow monitoring system based on deep learning models for multiple objects detection and tracking.
AICCSA
Roua Mkadmi, Rabaa Youssef Douss, Amel Benazza-Benyahia
2024 J jnl
Joint Learning of Fully Connected Network Models in Lifting Based Image Coders.
IEEE Trans. Image Process.
Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Gabriel Dauphin, Jean-Christophe Pesquet
2024 B conf
Multiclassification Of Vocal Folds Disorders From Videos By Spatio-Temporal Deep Features.
ICIP
Dhouha Attia, Amel Benazza-Benyahia
2024 B conf
Unrolled Projected Gradient Algorithm For Stain Separation In Digital Histopathological Images.
ICIP
Aymen Sadraoui, Astrid Laurent-Bellue, Mounir Kaaniche, Amel Benazza-Benyahia, Catherine Guettier, Jean-Christophe Pesquet
2023 C conf
Classification of vocal fold disorders in high speed videos by deep learning.
CW
Dhouha Attia, Ghazi Abid, Amel Benazza-Benyahia
2023 C conf
Water turbidity monitoring application combining IoT and computer vision tools.
CW
Rabaa Youssef Douss, Sofiene Chaabouni, Amel Benazza-Benyahia
2022 J jnl
Dynamic Neural Network for Lossy-to-Lossless Image Coding.
IEEE Trans. Image Process.
Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2021 B conf
A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders.
ICIP
Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Gabriel Dauphin
2021 — conf
Accelerated action recognition and segmentation in videos.
ISIVC
Emna Ghodhbani, Ahmed Mefteh, Amel Benazza-Benyahia
2021 — conf
An Effective 3D ResNet Architecture for Stereo Image Retrieval.
VISIGRAPP (4: VISAPP)
Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia
2021 — conf
Joint Denoising of Stereo Images Using 3D CNN.
ISIVC
Malek Khammassi, Mounir Kaaniche, Amel Benazza-Benyahia
2021 J jnl
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers.
CoRR
Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
2021 J jnl
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers.
Sensors
Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
2021 J jnl
Unsupervised Bayesian change detection for remotely sensed images.
Signal Image Video Process.
Walma Gharbi, Lotfi Chaâri, Amel Benazza-Benyahia
2020 J jnl
Majorize-Minimize Adapted Metropolis-Hastings Algorithm.
IEEE Trans. Signal Process.
Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2020 B conf
Optimized Lifting Scheme Based on A Dynamical Fully Connected Network for Image Coding.
ICIP
Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2020 Misc conf
Water turbidity estimation in water sampled images.
ATSIP
I. Montassar, Amel Benazza-Benyahia
2019 — conf
A Data Augmentation Approach for Sampling Gaussian Models in High Dimension.
EUSIPCO
Yosra Marnissi, Dany Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Mohamed El Badaoui, Amel Benazza-Benyahia
2019 — conf
A Spatiotemporal Deep Learning Solution For Automatic Micro-Expressions Recognition From Local Facial Regions.
MLSP
Mouath Aouayeb, Wassim Hamidouche, Kidiyo Kpalma, Amel Benazza-Benyahia
2019 J jnl
Close Approximation of Kullback-Leibler Divergence for Sparse Source Retrieval.
IEEE Signal Process. Lett.
Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia
2019 J jnl
Depth-based color stereo images retrieval using joint multivariate statistical models.
Signal Process. Image Commun.
Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia
2018 J jnl
An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension.
Entropy
Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2018 B conf
Bayesian Vehicle Detection Using Optical Remote Sensing Images.
ACIVS
Walma Gharbi, Lotfi Chaâri, Amel Benazza-Benyahia
2018 J jnl
Efficient transform-based texture image retrieval techniques under quantization effects.
Multim. Tools Appl.
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia, Marc Antonini
2018 Misc conf
Left ventricle detection in echocardiography videos.
ATSIP
Dhouha Attia, Amel Benazza-Benyahia
2018 — conf
Segmentation of ultrasound videos for cardiac cavities detection.
ISIVC
Dhouha Attia, Amel Benazza-Benyahia
2017 B conf
Extracting Relevant Features from Videos for a Robust Smoke Detection.
ACIVS
Olfa Besbes, Amel Benazza-Benyahia
2016 Misc conf
A novel video-based smoke detection method based on color invariants.
ICASSP
Olfa Besbes, Amel Benazza-Benyahia
2016 — conf
An auxiliary variable method for Langevin based MCMC algorithms.
SSP
Yosra Marnissi, Emilie Chouzenoux, Jean-Christophe Pesquet, Amel Benazza-Benyahia
2016 — conf
An efficient image retrieval method under dithered-based quantization scheme.
EUSIPCO
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia, Marc Antonini
2016 — conf
Efficient retrieval strategies for quantized stereo image.
ISIVC
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia
2016 — conf
Region-based image retrieval using a joint scalable Bayesian segmentation and feature extraction.
EUSIPCO
Sarra Sakji-Nsibi, Amel Benazza-Benyahia
2016 — conf
Scalable region-based image retrieval system in the Wavelet Transform domain.
ISIVC
Sarra Sakji-Nsibi, Amel Benazza-Benyahia
2015 — conf
An efficient statistical-based retrieval approach for JPEG2000 compressed images.
EUSIPCO
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia, Marc Antonini
2015 J jnl
Disparity based stereo image retrieval through univariate and bivariate models.
Signal Process. Image Commun.
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia
2015 Misc conf
Evaluation Protocol of Skeletonization Applied to Grayscale Curvilinear Structures.
DICTA
Rabaa Youssef, Anne Ricordeau, Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia
2015 — conf
Road network extraction by a higher-order CRF model built on centerline cliques.
EUSIPCO
Olfa Besbes, Amel Benazza-Benyahia
2014 — conf
Efficient joint multiscale decomposition for color stereo image coding.
EUSIPCO
O. Dhifallah, Mounir Kaaniche, Amel Benazza-Benyahia
2014 B conf
Exploiting disparity information for stereo image retrieval.
ICIP
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia
2014 — conf
Joint road network extraction from a set of high resolution satellite images.
EUSIPCO
Olfa Besbes, Amel Benazza-Benyahia
2014 — conf
Majorize-Minimize adapted metropolis-hastings algorithm. Application to multichannel image recovery.
EUSIPCO
Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet
2014 — conf
Multivariate statistical modeling for stereo image retrieval.
EUVIP
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia
2014 Misc conf
Statistical glottal segmentation of videoendoscopic images using geodesic active contours.
ATSIP
Heyfa Ammar-Badri, Amel Benazza-Benyahia
2013 Misc conf
An efficient retrieval strategy for wavelet-based quantized images.
ICASSP
Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia
2013 B conf
Generalized multivariate exponential power prior for wavelet-based multichannel image restoration.
ICIP
Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet
2013 — conf
Hierarchical preprocessing for improving the blotch detection performances.
ISSPIT
Heyfa Ammar-Badri, Amel Benazza-Benyahia
2013 — conf
Improved blotch detection in color old films through a robust preprocessing.
EUSIPCO
Heyfa Ammar-Badri, Amel Benazza-Benyahia
2013 — conf
Wavelet-based blotch detection in old movies using an adaptive MRME scheme.
EUVIP
Heyfa Ammar-Badri, Amel Benazza-Benyahia
2012 J jnl
Adaptive lifting scheme with sparse criteria for image coding.
EURASIP J. Adv. Signal Process.
Mounir Kaaniche, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2012 B conf
Adaptive lifting schemes with a global ℓ1 minimization technique for image coding.
ICIP
Mounir Kaaniche, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet, Amel Benazza-Benyahia
2012 — conf
Early smoke detection in forest areas from DCT based compressed video.
EUSIPCO
Amel Benazza-Benyahia, N. Hamouda, Fethi Tlili, Safa Ouerghi
2012 B conf
Gradual Iris Code Construction from Close-Up Eye Video.
ACIVS
Valérian Némesin, Stéphane Derrode, Amel Benazza-Benyahia
2011 J jnl
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging.
Medical Image Anal.
Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu
2011 — conf
Improving blotch detection in old films by a preprocessing step based on outlier statistical test.
EUSIPCO
Heyfa Ammar-Badri, Amel Benazza-Benyahia
2011 J jnl
Non-separable lifting scheme with adaptive update step for still and stereo image coding.
Signal Process.
Mounir Kaaniche, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
2010 Misc conf
A hierarchical Bayesian model for frame representation.
ICASSP
Lotfi Chaâri, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia
2010 J jnl
A hierarchical Bayesian model for frame representation.
IEEE Trans. Signal Process.
Lotfi Chaâri, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia
2010 B conf
Fast scalable retrieval of multispectral images with Kullback-Leibler divergence.
ICIP
Sarra Sakji-Nsibi, Amel Benazza-Benyahia
2010 — conf
Pupil localization and tracking for video-based iris biometrics.
ISSPA
Nedra Benletaief, Amel Benazza-Benyahia, Stéphane Derrode
2010 Misc conf
Two-dimensional non separable adaptive lifting scheme for still and stereo image coding.
ICASSP
Mounir Kaaniche, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu
2010 — conf
Wavelet-based blotch detection in old movies exploiting interscale dependency.
ISSPA
Heyfa Ammar-Badri, Amel Benazza-Benyahia
2009 J jnl
A SURE approach for digital signal/image deconvolution problems.
IEEE Trans. Signal Process.
Jean-Christophe Pesquet, Amel Benazza-Benyahia, Caroline Chaux
2009 B conf
Copula-based statistical models for multicomponent image retrieval in thewavelet transform domain.
ICIP
Sarra Sakji-Nsibi, Amel Benazza-Benyahia
2009 B conf
Dense disparity map representations for stereo image coding.
ICIP
Mounir Kaaniche, Wided Miled, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2009 — conf
Multispectral Image Indexing based on Vector Lifting Schemes.
IGARSS (4)
Sarra Sakji-Nsibi, Amel Benazza-Benyahia
2009 J jnl
Vector Lifting Schemes for Stereo Image Coding.
IEEE Trans. Image Process.
Mounir Kaaniche, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet
2009 B conf
Wavelet based statistical detection of salient points by the exploitation of the interscale redundancies.
ICIP
Walid Ayadi, Amel Benazza-Benyahia
2009 B conf
Wavelet-based parallel MRI regularization using bivariate sparsity promoting priors.
ICIP
Lotfi Chaâri, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Philippe Ciuciu
2008 Misc conf
3D mesh coding through region based segmentation.
ICASSP
Asma Chourou, Marc Antonini, Amel Benazza-Benyahia
2008 J jnl
A Nonlinear Stein-Based Estimator for Multichannel Image Denoising.
IEEE Trans. Signal Process.
Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2008 — conf
Autocalibrated regularized parallel mri reconstruction in the wavelet domain.
ISBI
Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu
2008 — conf
Statistical detection of salient points using the Dual Tree M-band Wavelet Transform.
EUSIPCO
Walid Ayadi, Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia
2007 — conf
A tree-structured image retrieval in the wavelet transform domain.
ISSPA
Sarra Sakji-Nsibi, Amel Benazza-Benyahia
2007 J jnl
Block-Based Adaptive Vector Lifting Schemes for Multichannel Image Coding.
EURASIP J. Image Video Process.
Amel Benazza-Benyahia, Jean-Christophe Pesquet, Jamel Hattay, Hela Masmoudi
2007 — conf
Lifting schemes for joint coding of stereoscopic pairs of satellite images).
EUSIPCO
Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu
2007 — conf
Lossless and gradual coding of hyperspectral images by lifting scheme.
EUSIPCO
Asma Chourou, Amel Benazza-Benyahia
2006 — conf
A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition.
ICASSP (3)
Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2006 — conf
Multichannel image deconvolution in the Wavelet Transform domain.
EUSIPCO
Amel Benazza-Benyahia, Jean-Christophe Pesquet
2005 — conf
A fuzzy spectral clustering for lossless and multiresolution coding of hyperspectral images.
ISSPA
Kais Siala, Amel Benazza-Benyahia
2005 — conf
Adaptive lifting for multicomponent image coding through quadtree partitioning.
ICASSP (2)
Jamel Hattay, Amel Benazza-Benyahia, Béatrice Pesquet
2005 — conf
An embedded coder for multispectral image compression based on vector lifting structures.
ICECS
Jamel Hattay, Amel Benazza-Benyahia, Jean-Christophe Pesquet
2005 — conf
An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain.
ICASSP (2)
Amor Elmzoughi, Amel Benazza-Benyahia, Béatrice Pesquet
2005 J jnl
Building robust wavelet estimators for multicomponent images using Stein's principle.
IEEE Trans. Image Process.
Amel Benazza-Benyahia, Jean-Christophe Pesquet
2005 — conf
Fast coding of bidirectional frame for H264 standard.
ICECS
Walid Barreh, Fethi Tlili, Amel Benazza-Benyahia
2005 — conf
Lossless coding of hyperspectral images through components ordering by minimum bidirected spanning tree.
ICECS
Kais Siala, Amel Benazza-Benyahia
2004 — conf
An extended sure approach for multicomponent image denoising.
ICASSP (2)
Amel Benazza-Benyahia, Jean-Christophe Pesquet
2004 — conf
An interscale multivariate map estimation of multispectral images.
EUSIPCO
Amel Benazza-Benyahia, Jean-Christophe Pesquet
2004 — conf
Texture Image Analysis for Osteoporosis Detection with Morphological Tools.
MICCAI (1)
Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Anne Ricordeau, Nedra Mellouli, Christine Chappard, Claude Laurent Benhamou
2003 J jnl
A nonlinear diffusion-based three-band filter bank.
IEEE Signal Process. Lett.
Amel Benazza-Benyahia, Jean-Christophe Pesquet, Hamid Krim
2003 — conf
A two-channel speech denoising method combining wavepackets and frequency coherence.
MAVEBA
L. Helaoui, Sofia Ben Jebara, Amel Benazza-Benyahia
2003 C conf
Adapted vector-lifting schemes for multiband textured image coding.
IGARSS
Amel Benazza-Benyahia, Jean-Christophe Pesquet, M. H. Gharbia
2002 — conf
A block-based predictive lossless cod for quincunx multispectral images.
EUSIPCO
Amel Benazza-Benyahia, Jean-Christophe Pesquet
2002 Misc conf
A new interband multiwavelet decomposition for exact coding of multicomponent images.
ICASSP
Amel Benazza-Benyahia, Jean-Christophe Pesquet, Noura Azzabou
2002 J jnl
A unifying framework for lossless and progressive image coding.
Pattern Recognit.
Amel Benazza-Benyahia, Jean-Christophe Pesquet
2002 J jnl
Vector-lifting schemes for lossless coding and progressive archival of multispectral images.
IEEE Trans. Geosci. Remote. Sens.
Amel Benazza-Benyahia, Jean-Christophe Pesquet, Mohamed Hamdi
2001 Misc conf
Lossless coding for progressive archival of multispectral images.
ICASSP
Amel Benazza-Benyahia, Jean-Christophe Pesquet, Mohamed Hamdi
2001 B conf
Texture image analysis for osteoporosis detection with morphological tools.
Image Processing
Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Hichem Cherif, Wided Souid
2000 — conf
Nonlinear bank filters adapted for progressive and exact image reconstruction.
EUSIPCO
Amel Benazza-Benyahia, Jean-Christophe Pesquet, A. Amara
2000 — conf
Reduction of musical noise generated by spectral subtraction by combining wavelet packet transform and wiener filtering.
EUSIPCO
Sofia Ben Jebara, Amel Benazza-Benyahia, Abdelsalem Ben Khelifa
1999 — conf
Progressive and lossless image coding using optimized nonlinear subband decompositions.
NSIP
Amel Benazza-Benyahia, Jean-Christophe Pesquet
1998 — conf
Nonlinear frame-like decompositions.
EUSIPCO
B. Pouye, Amel Benazza-Benyahia, Ilya Pollak, Jean-Christophe Pesquet, Hamid Krim