Nonlinear frame-like decompositions. - B. Pouye; Amel Benazza-Benyahia; Ilya Pollak; Jean-Christophe Pesquet; Hamid Krim (EUSIPCO, 1998)

Classification of Radar Images in Polarimetric Remote Sensing. - Ziad Belhadj; Amel Benazza; Naceur Hidoussi (ICIP (1), 1998)

Progressive and lossless image coding using optimized nonlinear subband decompositions. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (NSIP, 1999)

Nonlinear bank filters adapted for progressive and exact image reconstruction. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; A. Amara (EUSIPCO, 2000)

Reduction of musical noise generated by spectral subtraction by combining wavelet packet transform and wiener filtering. - Sofia Ben Jebara; Amel Benazza-Benyahia; Abdelsalem Ben Khelifa (EUSIPCO, 2000)

Lossless coding for progressive archival of multispectral images. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; Mohamed Hamdi (ICASSP, 2001)

Texture image analysis for osteoporosis detection with morphological tools. - Sylvie Sevestre-Ghalila; Amel Benazza-Benyahia; Hichem Cherif; Wided Souid (Image Processing, 2001)

A block-based predictive lossless cod for quincunx multispectral images. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (EUSIPCO, 2002)

A new interband multiwavelet decomposition for exact coding of multicomponent images. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; Noura Azzabou (ICASSP, 2002)

A unifying framework for lossless and progressive image coding. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (Pattern Recognit., 2002)

Vector-lifting schemes for lossless coding and progressive archival of multispectral images. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; Mohamed Hamdi (IEEE Trans. Geosci. Remote. Sens., 2002)

Adapted vector-lifting schemes for multiband textured image coding. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; M. H. Gharbia (IGARSS, 2003)

A two-channel speech denoising method combining wavepackets and frequency coherence. - L. Helaoui; Sofia Ben Jebara; Amel Benazza-Benyahia (MAVEBA, 2003)

A nonlinear diffusion-based three-band filter bank. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; Hamid Krim (IEEE Signal Process. Lett., 2003)

An interscale multivariate map estimation of multispectral images. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (EUSIPCO, 2004)

An extended sure approach for multicomponent image denoising. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (ICASSP (2), 2004)

Texture Image Analysis for Osteoporosis Detection with Morphological Tools. - Sylvie Sevestre-Ghalila; Amel Benazza-Benyahia; Anne Ricordeau; Nedra Mellouli; Christine Chappard; Claude Laurent Benhamou (MICCAI (1), 2004)

An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain. - Amor Elmzoughi; Amel Benazza-Benyahia; Béatrice Pesquet (ICASSP (2), 2005)

Adaptive lifting for multicomponent image coding through quadtree partitioning. - Jamel Hattay; Amel Benazza-Benyahia; Béatrice Pesquet (ICASSP (2), 2005)

Fast coding of bidirectional frame for H264 standard. - Walid Barreh; Fethi Tlili; Amel Benazza-Benyahia (ICECS, 2005)

An embedded coder for multispectral image compression based on vector lifting structures. - Jamel Hattay; Amel Benazza-Benyahia; Jean-Christophe Pesquet (ICECS, 2005)

Lossless coding of hyperspectral images through components ordering by minimum bidirected spanning tree. - Kais Siala; Amel Benazza-Benyahia (ICECS, 2005)

A fuzzy spectral clustering for lossless and multiresolution coding of hyperspectral images. - Kais Siala; Amel Benazza-Benyahia (ISSPA, 2005)

Building robust wavelet estimators for multicomponent images using Stein's principle. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (IEEE Trans. Image Process., 2005)

Multichannel image deconvolution in the Wavelet Transform domain. - Amel Benazza-Benyahia; Jean-Christophe Pesquet (EUSIPCO, 2006)

A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition. - Caroline Chaux; Laurent Duval; Amel Benazza-Benyahia; Jean-Christophe Pesquet (ICASSP (3), 2006)

Lossless and gradual coding of hyperspectral images by lifting scheme. - Asma Chourou; Amel Benazza-Benyahia (EUSIPCO, 2007)

Lifting schemes for joint coding of stereoscopic pairs of satellite images). - Mounir Kaaniche; Amel Benazza-Benyahia; Jean-Christophe Pesquet; Béatrice Pesquet-Popescu (EUSIPCO, 2007)

A tree-structured image retrieval in the wavelet transform domain. - Sarra Sakji-Nsibi; Amel Benazza-Benyahia (ISSPA, 2007)

Block-Based Adaptive Vector Lifting Schemes for Multichannel Image Coding. - Amel Benazza-Benyahia; Jean-Christophe Pesquet; Jamel Hattay; Hela Masmoudi (EURASIP J. Image Video Process., 2007)

Statistical detection of salient points using the Dual Tree M-band Wavelet Transform. - Walid Ayadi; Sylvie Sevestre-Ghalila; Amel Benazza-Benyahia (EUSIPCO, 2008)

3D mesh coding through region based segmentation. - Asma Chourou; Marc Antonini; Amel Benazza-Benyahia (ICASSP, 2008)

Autocalibrated regularized parallel mri reconstruction in the wavelet domain. - Lotfi Chaâri; Jean-Christophe Pesquet; Amel Benazza-Benyahia; Philippe Ciuciu (ISBI, 2008)

A Nonlinear Stein-Based Estimator for Multichannel Image Denoising. - Caroline Chaux; Laurent Duval; Amel Benazza-Benyahia; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2008)

Wavelet based statistical detection of salient points by the exploitation of the interscale redundancies. - Walid Ayadi; Amel Benazza-Benyahia (ICIP, 2009)

Wavelet-based parallel MRI regularization using bivariate sparsity promoting priors. - Lotfi Chaâri; Amel Benazza-Benyahia; Jean-Christophe Pesquet; Philippe Ciuciu (ICIP, 2009)

Dense disparity map representations for stereo image coding. - Mounir Kaaniche; Wided Miled; Béatrice Pesquet-Popescu; Amel Benazza-Benyahia; Jean-Christophe Pesquet (ICIP, 2009)

Copula-based statistical models for multicomponent image retrieval in thewavelet transform domain. - Sarra Sakji-Nsibi; Amel Benazza-Benyahia (ICIP, 2009)

Multispectral Image Indexing based on Vector Lifting Schemes. - Sarra Sakji-Nsibi; Amel Benazza-Benyahia (IGARSS (4), 2009)

Vector Lifting Schemes for Stereo Image Coding. - Mounir Kaaniche; Amel Benazza-Benyahia; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (IEEE Trans. Image Process., 2009)

A SURE approach for digital signal/image deconvolution problems. - Jean-Christophe Pesquet; Amel Benazza-Benyahia; Caroline Chaux (IEEE Trans. Signal Process., 2009)

Two-dimensional non separable adaptive lifting scheme for still and stereo image coding. - Mounir Kaaniche; Jean-Christophe Pesquet; Amel Benazza-Benyahia; Béatrice Pesquet-Popescu (ICASSP, 2010)

Fast scalable retrieval of multispectral images with Kullback-Leibler divergence. - Sarra Sakji-Nsibi; Amel Benazza-Benyahia (ICIP, 2010)

Wavelet-based blotch detection in old movies exploiting interscale dependency. - Heyfa Ammar-Badri; Amel Benazza-Benyahia (ISSPA, 2010)

Pupil localization and tracking for video-based iris biometrics. - Nedra Benletaief; Amel Benazza-Benyahia; Stéphane Derrode (ISSPA, 2010)

A hierarchical Bayesian model for frame representation. - Lotfi Chaâri; Jean-Christophe Pesquet; Jean-Yves Tourneret; Philippe Ciuciu; Amel Benazza-Benyahia (IEEE Trans. Signal Process., 2010)

Improving blotch detection in old films by a preprocessing step based on outlier statistical test. - Heyfa Ammar-Badri; Amel Benazza-Benyahia (EUSIPCO, 2011)

A multi-sensor network for the protection of cultural heritage. - Nikos Grammalidis; A. Enis Çetin; Kosmas Dimitropoulos; Filareti Tsalakanidou; Kivanç Köse; Osman Günay; Benedict Gouverneur; Dino Torri; Ercan E. Kuruoglu; Saverio Tozzi; Amel Benazza; Ferdaous Chaabane; et al. (EUSIPCO, 2011)

A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. - Lotfi Chaâri; Jean-Christophe Pesquet; Amel Benazza-Benyahia; Philippe Ciuciu (Medical Image Anal., 2011)

Non-separable lifting scheme with adaptive update step for still and stereo image coding. - Mounir Kaaniche; Amel Benazza-Benyahia; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet (Signal Process., 2011)

Gradual Iris Code Construction from Close-Up Eye Video. - Valérian Némesin; Stéphane Derrode; Amel Benazza-Benyahia (ACIVS, 2012)

Early smoke detection in forest areas from DCT based compressed video. - Amel Benazza-Benyahia; N. Hamouda; Fethi Tlili; Safa Ouerghi (EUSIPCO, 2012)

Adaptive lifting schemes with a global ℓ1 minimization technique for image coding. - Mounir Kaaniche; Béatrice Pesquet-Popescu; Jean-Christophe Pesquet; Amel Benazza-Benyahia (ICIP, 2012)

Adaptive lifting scheme with sparse criteria for image coding. - Mounir Kaaniche; Béatrice Pesquet-Popescu; Amel Benazza-Benyahia; Jean-Christophe Pesquet (EURASIP J. Adv. Signal Process., 2012)

Improved blotch detection in color old films through a robust preprocessing. - Heyfa Ammar-Badri; Amel Benazza-Benyahia (EUSIPCO, 2013)

Wavelet-based blotch detection in old movies using an adaptive MRME scheme. - Heyfa Ammar-Badri; Amel Benazza-Benyahia (EUVIP, 2013)

An efficient retrieval strategy for wavelet-based quantized images. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia (ICASSP, 2013)

Generalized multivariate exponential power prior for wavelet-based multichannel image restoration. - Yosra Marnissi; Amel Benazza-Benyahia; Emilie Chouzenoux; Jean-Christophe Pesquet (ICIP, 2013)

Hierarchical preprocessing for improving the blotch detection performances. - Heyfa Ammar-Badri; Amel Benazza-Benyahia (ISSPIT, 2013)

Statistical glottal segmentation of videoendoscopic images using geodesic active contours. - Heyfa Ammar-Badri; Amel Benazza-Benyahia (ATSIP, 2014)

Joint road network extraction from a set of high resolution satellite images. - Olfa Besbes; Amel Benazza-Benyahia (EUSIPCO, 2014)

Efficient joint multiscale decomposition for color stereo image coding. - O. Dhifallah; Mounir Kaaniche; Amel Benazza-Benyahia (EUSIPCO, 2014)

Majorize-Minimize adapted metropolis-hastings algorithm. Application to multichannel image recovery. - Yosra Marnissi; Amel Benazza-Benyahia; Emilie Chouzenoux; Jean-Christophe Pesquet (EUSIPCO, 2014)

Multivariate statistical modeling for stereo image retrieval. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia (EUVIP, 2014)

Exploiting disparity information for stereo image retrieval. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia (ICIP, 2014)

Evaluation Protocol of Skeletonization Applied to Grayscale Curvilinear Structures. - Rabaa Youssef; Anne Ricordeau; Sylvie Sevestre-Ghalila; Amel Benazza-Benyahia (DICTA, 2015)

Road network extraction by a higher-order CRF model built on centerline cliques. - Olfa Besbes; Amel Benazza-Benyahia (EUSIPCO, 2015)

An efficient statistical-based retrieval approach for JPEG2000 compressed images. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia; Marc Antonini (EUSIPCO, 2015)

Disparity based stereo image retrieval through univariate and bivariate models. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia (Signal Process. Image Commun., 2015)

An efficient image retrieval method under dithered-based quantization scheme. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia; Marc Antonini (EUSIPCO, 2016)

Region-based image retrieval using a joint scalable Bayesian segmentation and feature extraction. - Sarra Sakji-Nsibi; Amel Benazza-Benyahia (EUSIPCO, 2016)

A novel video-based smoke detection method based on color invariants. - Olfa Besbes; Amel Benazza-Benyahia (ICASSP, 2016)

Efficient retrieval strategies for quantized stereo image. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia (ISIVC, 2016)

Scalable region-based image retrieval system in the Wavelet Transform domain. - Sarra Sakji-Nsibi; Amel Benazza-Benyahia (ISIVC, 2016)

An auxiliary variable method for Langevin based MCMC algorithms. - Yosra Marnissi; Emilie Chouzenoux; Jean-Christophe Pesquet; Amel Benazza-Benyahia (SSP, 2016)

Self noise and contrast controlled thinning of gray images. - Rabaa Youssef; Sylvie Sevestre-Ghalila; Anne Ricordeau; Amel Benazza (Pattern Recognit., 2016)

Extracting Relevant Features from Videos for a Robust Smoke Detection. - Olfa Besbes; Amel Benazza-Benyahia (ACIVS, 2017)

Bayesian Vehicle Detection Using Optical Remote Sensing Images. - Walma Gharbi; Lotfi Chaâri; Amel Benazza-Benyahia (ACIVS, 2018)

Left ventricle detection in echocardiography videos. - Dhouha Attia; Amel Benazza-Benyahia (ATSIP, 2018)

Segmentation of ultrasound videos for cardiac cavities detection. - Dhouha Attia; Amel Benazza-Benyahia (ISIVC, 2018)

An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension. - Yosra Marnissi; Emilie Chouzenoux; Amel Benazza-Benyahia; Jean-Christophe Pesquet (Entropy, 2018)

Efficient transform-based texture image retrieval techniques under quantization effects. - Amani Chaker; Mounir Kaaniche; Amel Benazza-Benyahia; Marc Antonini (Multim. Tools Appl., 2018)

A Data Augmentation Approach for Sampling Gaussian Models in High Dimension. - Yosra Marnissi; Dany Abboud; Emilie Chouzenoux; Jean-Christophe Pesquet; Mohamed El Badaoui; Amel Benazza-Benyahia (EUSIPCO, 2019)

Automatic blotch removal using a perceptual approach. - Nguyen thi Quynh Hoa; Dang Thanh Trung; Azeddine Beghdadi; Heyfa Ammar-Badri; Amel Benazza (KSE, 2019)

A Spatiotemporal Deep Learning Solution For Automatic Micro-Expressions Recognition From Local Facial Regions. - Mouath Aouayeb; Wassim Hamidouche; Kidiyo Kpalma; Amel Benazza-Benyahia (MLSP, 2019)

Depth-based color stereo images retrieval using joint multivariate statistical models. - Emna Ghodhbani; Mounir Kaaniche; Amel Benazza-Benyahia (Signal Process. Image Commun., 2019)

Close Approximation of Kullback-Leibler Divergence for Sparse Source Retrieval. - Emna Ghodhbani; Mounir Kaaniche; Amel Benazza-Benyahia (IEEE Signal Process. Lett., 2019)

Water turbidity estimation in water sampled images. - I. Montassar; Amel Benazza-Benyahia (ATSIP, 2020)

Optimized Lifting Scheme Based on A Dynamical Fully Connected Network for Image Coding. - Tassnim Dardouri; Mounir Kaaniche; Amel Benazza-Benyahia; Jean-Christophe Pesquet (ICIP, 2020)

Majorize-Minimize Adapted Metropolis-Hastings Algorithm. - Yosra Marnissi; Emilie Chouzenoux; Amel Benazza-Benyahia; Jean-Christophe Pesquet (IEEE Trans. Signal Process., 2020)

A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders. - Tassnim Dardouri; Mounir Kaaniche; Amel Benazza-Benyahia; Jean-Christophe Pesquet; Gabriel Dauphin (ICIP, 2021)

Accelerated action recognition and segmentation in videos. - Emna Ghodhbani; Ahmed Mefteh; Amel Benazza-Benyahia (ISIVC, 2021)

Joint Denoising of Stereo Images Using 3D CNN. - Malek Khamassi; Mounir Kaaniche; Amel Benazza-Benyahia (ISIVC, 2021)

An Effective 3D ResNet Architecture for Stereo Image Retrieval. - Emna Ghodhbani; Mounir Kaaniche; Amel Benazza-Benyahia (VISIGRAPP (4: VISAPP), 2021)

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. - Mariem Abid; Amal Khabou; Youssef Ouakrim; Hugo Watel; Safouene Chemcki; Amar Mitiche; Amel Benazza-Benyahia; Neila Mezghani (Sensors, 2021)

Unsupervised Bayesian change detection for remotely sensed images. - Walma Gharbi; Lotfi Chaâri; Amel Benazza-Benyahia (Signal Image Video Process., 2021)

An Ensemble Learning Approach using Decision Fusion for the Recognition of Arabic Handwritten Characters. - Rihab Dhief; Rabaa Youssef; Amel Benazza (ICPRAM, 2022)

Dynamic Neural Network for Lossy-to-Lossless Image Coding. - Tassnim Dardouri; Mounir Kaaniche; Amel Benazza-Benyahia; Jean-Christophe Pesquet (IEEE Trans. Image Process., 2022)

Classification of vocal fold disorders in high speed videos by deep learning. - Dhouha Attia; Ghazi Abid; Amel Benazza-Benyahia (CW, 2023)

Water turbidity monitoring application combining IoT and computer vision tools. - Rabaa Youssef Douss; Sofiene Chaabouni; Amel Benazza-Benyahia (CW, 2023)

Cow monitoring system based on deep learning models for multiple objects detection and tracking. - Roua Mkadmi; Rabaa Youssef Douss; Amel Benazza-Benyahia (AICCSA, 2024)

Multiclassification Of Vocal Folds Disorders From Videos By Spatio-Temporal Deep Features. - Dhouha Attia; Amel Benazza-Benyahia (ICIP, 2024)

Unrolled Projected Gradient Algorithm For Stain Separation In Digital Histopathological Images. - Aymen Sadraoui; Astrid Laurent-Bellue; Mounir Kaaniche; Amel Benazza-Benyahia; Catherine Guettier; Jean-Christophe Pesquet (ICIP, 2024)

Classification of vocal fold disorders based on high speed videos. - Dhouha Attia; Amel Benazza-Benyahia (ISIVC, 2024)

Joint Learning of Fully Connected Network Models in Lifting Based Image Coders. - Tassnim Dardouri; Mounir Kaaniche; Amel Benazza-Benyahia; Gabriel Dauphin; Jean-Christophe Pesquet (IEEE Trans. Image Process., 2024)

An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions. - Khadidja Henni; Neila Mezghani; Amar Mitiche; Lina Abou-Abbas; Amel Benazza-Benyahia (IEEE Access, 2025)

Multi-task convolution neural network-based lifting scheme for image compression. - Tassnim Dardouri; Mounir Kaaniche; Amel Benazza-Benyahia; Gabriel Dauphin (Pattern Recognit. Lett., 2025)