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ORCIDAmel Benazza-Benyahia
Amel Benazza
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- affiliation: University of Carthage, Tunis, Tunisia
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2020 – today
- 2024
[c80]Dhouha Attia, Amel Benazza-Benyahia:
Classification of vocal fold disorders based on high speed videos. ISIVC 2024: 1-7- 2023
- [c79]Dhouha Attia, Ghazi Abid, Amel Benazza-Benyahia:
Classification of vocal fold disorders in high speed videos by deep learning. CW 2023: 492-493 - [c78]Rabaa Youssef Douss
, Sofiene Chaabouni, Amel Benazza-Benyahia:
Water turbidity monitoring application combining IoT and computer vision tools. CW 2023: 498-499 - 2022
- [j22]Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Dynamic Neural Network for Lossy-to-Lossless Image Coding. IEEE Trans. Image Process. 31: 569-584 (2022) - [c77]Rihab Dhief, Rabaa Youssef, Amel Benazza:
An Ensemble Learning Approach using Decision Fusion for the Recognition of Arabic Handwritten Characters. ICPRAM 2022: 51-59 - 2021
- [j21]Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani:
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. Sensors 21(14): 4713 (2021) - [j20]Walma Gharbi, Lotfi Chaâri, Amel Benazza-Benyahia:
Unsupervised Bayesian change detection for remotely sensed images. Signal Image Video Process. 15(1): 205-213 (2021) - [c76]Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Gabriel Dauphin:
A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders. ICIP 2021: 3747-3751 - [c75]Emna Ghodhbani, Ahmed Mefteh, Amel Benazza-Benyahia:
Accelerated action recognition and segmentation in videos. ISIVC 2021: 1-5 - [c74]Malek Khamassi, Mounir Kaaniche, Amel Benazza-Benyahia:
Joint Denoising of Stereo Images Using 3D CNN. ISIVC 2021: 1-6 - [c73]Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia:
An Effective 3D ResNet Architecture for Stereo Image Retrieval. VISIGRAPP (4: VISAPP) 2021: 380-387 - [i1]Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani:
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers. CoRR abs/2103.01859 (2021) - 2020
- [j19]Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Majorize-Minimize Adapted Metropolis-Hastings Algorithm. IEEE Trans. Signal Process. 68: 2356-2369 (2020) - [c72]I. Montassar, Amel Benazza-Benyahia:
Water turbidity estimation in water sampled images. ATSIP 2020: 1-5 - [c71]Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Optimized Lifting Scheme Based on A Dynamical Fully Connected Network for Image Coding. ICIP 2020: 3329-3333
2010 – 2019
- 2019
- [j18]Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia:
Depth-based color stereo images retrieval using joint multivariate statistical models. Signal Process. Image Commun. 76: 272-282 (2019) - [j17]Emna Ghodhbani, Mounir Kaaniche, Amel Benazza-Benyahia:
Close Approximation of Kullback-Leibler Divergence for Sparse Source Retrieval. IEEE Signal Process. Lett. 26(5): 745-749 (2019) - [c70]Yosra Marnissi, Dany Abboud, Emilie Chouzenoux, Jean-Christophe Pesquet, Mohamed El Badaoui, Amel Benazza-Benyahia:
A Data Augmentation Approach for Sampling Gaussian Models in High Dimension. EUSIPCO 2019: 1-5 - [c69]Nguyen thi Quynh Hoa, Dang Thanh Trung, Azeddine Beghdadi, Heyfa Ammar-Badri, Amel Benazza:
Automatic blotch removal using a perceptual approach. KSE 2019: 1-4 - [c68]Mouath Aouayeb, Wassim Hamidouche, Kidiyo Kpalma, Amel Benazza-Benyahia:
A Spatiotemporal Deep Learning Solution For Automatic Micro-Expressions Recognition From Local Facial Regions. MLSP 2019: 1-6 - 2018
- [j16]Yosra Marnissi, Emilie Chouzenoux, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension. Entropy 20(2): 110 (2018) - [j15]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia, Marc Antonini:
Efficient transform-based texture image retrieval techniques under quantization effects. Multim. Tools Appl. 77(1): 1-25 (2018) - [c67]Walma Gharbi, Lotfi Chaâri, Amel Benazza-Benyahia:
Bayesian Vehicle Detection Using Optical Remote Sensing Images. ACIVS 2018: 258-269 - [c66]Dhouha Attia, Amel Benazza-Benyahia:
Left ventricle detection in echocardiography videos. ATSIP 2018: 1-6 - [c65]Dhouha Attia, Amel Benazza-Benyahia:
Segmentation of ultrasound videos for cardiac cavities detection. ISIVC 2018: 5-10 - 2017
- [c64]Olfa Besbes, Amel Benazza-Benyahia:
Extracting Relevant Features from Videos for a Robust Smoke Detection. ACIVS 2017: 406-417 - 2016
- [j14]Rabaa Youssef, Sylvie Sevestre-Ghalila, Anne Ricordeau, Amel Benazza:
Self noise and contrast controlled thinning of gray images. Pattern Recognit. 57: 97-114 (2016) - [c63]Sarra Sakji-Nsibi, Amel Benazza-Benyahia:
Region-based image retrieval using a joint scalable Bayesian segmentation and feature extraction. EUSIPCO 2016: 1272-1276 - [c62]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia, Marc Antonini:
An efficient image retrieval method under dithered-based quantization scheme. EUSIPCO 2016: 1896-1900 - [c61]Olfa Besbes, Amel Benazza-Benyahia:
A novel video-based smoke detection method based on color invariants. ICASSP 2016: 1911-1915 - [c60]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia:
Efficient retrieval strategies for quantized stereo image. ISIVC 2016: 109-114 - [c59]Sarra Sakji-Nsibi, Amel Benazza-Benyahia:
Scalable region-based image retrieval system in the Wavelet Transform domain. ISIVC 2016: 331-336 - [c58]Yosra Marnissi, Emilie Chouzenoux, Jean-Christophe Pesquet, Amel Benazza-Benyahia:
An auxiliary variable method for Langevin based MCMC algorithms. SSP 2016: 1-5 - 2015
- [j13]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia:
Disparity based stereo image retrieval through univariate and bivariate models. Signal Process. Image Commun. 31: 174-184 (2015) - [c57]Rabaa Youssef, Anne Ricordeau, Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia:
Evaluation Protocol of Skeletonization Applied to Grayscale Curvilinear Structures. DICTA 2015: 1-6 - [c56]Olfa Besbes, Amel Benazza-Benyahia:
Road network extraction by a higher-order CRF model built on centerline cliques. EUSIPCO 2015: 1631-1635 - [c55]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia, Marc Antonini:
An efficient statistical-based retrieval approach for JPEG2000 compressed images. EUSIPCO 2015: 1830-1834 - 2014
- [c54]Heyfa Ammar-Badri, Amel Benazza-Benyahia:
Statistical glottal segmentation of videoendoscopic images using geodesic active contours. ATSIP 2014: 198-203 - [c53]O. Dhifallah, Mounir Kaaniche, Amel Benazza-Benyahia:
Efficient joint multiscale decomposition for color stereo image coding. EUSIPCO 2014: 536-540 - [c52]Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet:
Majorize-Minimize adapted metropolis-hastings algorithm. Application to multichannel image recovery. EUSIPCO 2014: 1332-1336 - [c51]Olfa Besbes, Amel Benazza-Benyahia:
Joint road network extraction from a set of high resolution satellite images. EUSIPCO 2014: 2190-2194 - [c50]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia:
Multivariate statistical modeling for stereo image retrieval. EUVIP 2014: 1-6 - [c49]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia:
Exploiting disparity information for stereo image retrieval. ICIP 2014: 2993-2997 - 2013
- [c48]Heyfa Ammar-Badri, Amel Benazza-Benyahia:
Improved blotch detection in color old films through a robust preprocessing. EUSIPCO 2013: 1-5 - [c47]Heyfa Ammar-Badri, Amel Benazza-Benyahia:
Wavelet-based blotch detection in old movies using an adaptive MRME scheme. EUVIP 2013: 270-274 - [c46]Amani Chaker, Mounir Kaaniche, Amel Benazza-Benyahia:
An efficient retrieval strategy for wavelet-based quantized images. ICASSP 2013: 1493-1497 - [c45]Yosra Marnissi, Amel Benazza-Benyahia, Emilie Chouzenoux, Jean-Christophe Pesquet:
Generalized multivariate exponential power prior for wavelet-based multichannel image restoration. ICIP 2013: 2402-2406 - [c44]Heyfa Ammar-Badri, Amel Benazza-Benyahia:
Hierarchical preprocessing for improving the blotch detection performances. ISSPIT 2013: 237-242 - 2012
- [j12]Mounir Kaaniche, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Adaptive lifting scheme with sparse criteria for image coding. EURASIP J. Adv. Signal Process. 2012: 10 (2012) - [c43]Valérian Némesin, Stéphane Derrode, Amel Benazza-Benyahia:
Gradual Iris Code Construction from Close-Up Eye Video. ACIVS 2012: 12-23 - [c42]Amel Benazza-Benyahia, N. Hamouda, Fethi Tlili, Safa Ouerghi:
Early smoke detection in forest areas from DCT based compressed video. EUSIPCO 2012: 2752-2756 - [c41]Mounir Kaaniche, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet, Amel Benazza-Benyahia:
Adaptive lifting schemes with a global ℓ1 minimization technique for image coding. ICIP 2012: 2461-2464 - 2011
- [j11]Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu:
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. Medical Image Anal. 15(2): 185-201 (2011) - [j10]Mounir Kaaniche, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet:
Non-separable lifting scheme with adaptive update step for still and stereo image coding. Signal Process. 91(12): 2767-2782 (2011) - [c40]Heyfa Ammar-Badri, Amel Benazza-Benyahia:
Improving blotch detection in old films by a preprocessing step based on outlier statistical test. EUSIPCO 2011: 539-543 - [c39]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, Bilgin Kosucu, Cem Ersoy:
A multi-sensor network for the protection of cultural heritage. EUSIPCO 2011: 889-893 - 2010
- [j9]Lotfi Chaâri, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia:
A hierarchical Bayesian model for frame representation. IEEE Trans. Signal Process. 58(11): 5560-5571 (2010) - [c38]Mounir Kaaniche, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu:
Two-dimensional non separable adaptive lifting scheme for still and stereo image coding. ICASSP 2010: 1298-1301 - [c37]Lotfi Chaâri, Jean-Christophe Pesquet, Jean-Yves Tourneret, Philippe Ciuciu, Amel Benazza-Benyahia:
A hierarchical Bayesian model for frame representation. ICASSP 2010: 4086-4089 - [c36]Sarra Sakji-Nsibi, Amel Benazza-Benyahia:
Fast scalable retrieval of multispectral images with Kullback-Leibler divergence. ICIP 2010: 2333-2336 - [c35]Nedra Benletaief, Amel Benazza-Benyahia, Stéphane Derrode:
Pupil localization and tracking for video-based iris biometrics. ISSPA 2010: 650-653 - [c34]Heyfa Ammar-Badri, Amel Benazza-Benyahia:
Wavelet-based blotch detection in old movies exploiting interscale dependency. ISSPA 2010: 708-711
2000 – 2009
- 2009
- [j8]Mounir Kaaniche, Amel Benazza-Benyahia, Béatrice Pesquet-Popescu, Jean-Christophe Pesquet:
Vector Lifting Schemes for Stereo Image Coding. IEEE Trans. Image Process. 18(11): 2463-2475 (2009) - [j7]Jean-Christophe Pesquet, Amel Benazza-Benyahia, Caroline Chaux:
A SURE approach for digital signal/image deconvolution problems. IEEE Trans. Signal Process. 57(12): 4616-4632 (2009) - [c33]Sarra Sakji-Nsibi, Amel Benazza-Benyahia:
Copula-based statistical models for multicomponent image retrieval in thewavelet transform domain. ICIP 2009: 253-256 - [c32]Mounir Kaaniche, Wided Miled, Béatrice Pesquet-Popescu, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Dense disparity map representations for stereo image coding. ICIP 2009: 725-728 - [c31]Walid Ayadi, Amel Benazza-Benyahia:
Wavelet based statistical detection of salient points by the exploitation of the interscale redundancies. ICIP 2009: 1001-1004 - [c30]Lotfi Chaâri, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Philippe Ciuciu:
Wavelet-based parallel MRI regularization using bivariate sparsity promoting priors. ICIP 2009: 1725-1728 - [c29]Sarra Sakji-Nsibi, Amel Benazza-Benyahia:
Multispectral Image Indexing based on Vector Lifting Schemes. IGARSS (4) 2009: 482-485 - 2008
- [j6]Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
A Nonlinear Stein-Based Estimator for Multichannel Image Denoising. IEEE Trans. Signal Process. 56(8-2): 3855-3870 (2008) - [c28]Walid Ayadi, Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia:
Statistical detection of salient points using the Dual Tree M-band Wavelet Transform. EUSIPCO 2008: 1-5 - [c27]Asma Chourou, Marc Antonini, Amel Benazza-Benyahia:
3D mesh coding through region based segmentation. ICASSP 2008: 1381-1384 - [c26]Lotfi Chaâri, Jean-Christophe Pesquet, Amel Benazza-Benyahia, Philippe Ciuciu:
Autocalibrated regularized parallel mri reconstruction in the wavelet domain. ISBI 2008: 756-759 - 2007
- [j5]Amel Benazza-Benyahia, Jean-Christophe Pesquet, Jamel Hattay, Hela Masmoudi:
Block-Based Adaptive Vector Lifting Schemes for Multichannel Image Coding. EURASIP J. Image Video Process. 2007 (2007) - [c25]Asma Chourou, Amel Benazza-Benyahia:
Lossless and gradual coding of hyperspectral images by lifting scheme. EUSIPCO 2007: 629-633 - [c24]Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu:
Lifting schemes for joint coding of stereoscopic pairs of satellite images). EUSIPCO 2007: 980-984 - [c23]Sarra Sakji-Nsibi, Amel Benazza-Benyahia:
A tree-structured image retrieval in the wavelet transform domain. ISSPA 2007: 1-4 - 2006
- [c22]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Multichannel image deconvolution in the Wavelet Transform domain. EUSIPCO 2006: 1-5 - [c21]Caroline Chaux, Laurent Duval, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition. ICASSP (3) 2006: 249-252 - 2005
- [j4]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Building robust wavelet estimators for multicomponent images using Stein's principle. IEEE Trans. Image Process. 14(11): 1814-1830 (2005) - [c20]Amor Elmzoughi, Amel Benazza-Benyahia, Béatrice Pesquet:
An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain. ICASSP (2) 2005: 45-48 - [c19]Jamel Hattay, Amel Benazza-Benyahia, Béatrice Pesquet:
Adaptive lifting for multicomponent image coding through quadtree partitioning. ICASSP (2) 2005: 213-216 - [c18]Walid Barreh, Fethi Tlili, Amel Benazza-Benyahia:
Fast coding of bidirectional frame for H264 standard. ICECS 2005: 1-4 - [c17]Jamel Hattay, Amel Benazza-Benyahia, Jean-Christophe Pesquet:
An embedded coder for multispectral image compression based on vector lifting structures. ICECS 2005: 1-4 - [c16]Kais Siala, Amel Benazza-Benyahia:
Lossless coding of hyperspectral images through components ordering by minimum bidirected spanning tree. ICECS 2005: 1-4 - [c15]Kais Siala, Amel Benazza-Benyahia:
A fuzzy spectral clustering for lossless and multiresolution coding of hyperspectral images. ISSPA 2005: 223-226 - 2004
- [c14]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
An interscale multivariate map estimation of multispectral images. EUSIPCO 2004: 573-576 - [c13]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
An extended sure approach for multicomponent image denoising. ICASSP (2) 2004: 945-948 - [c12]Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Anne Ricordeau, Nedra Mellouli, Christine Chappard, Claude Laurent Benhamou:
Texture Image Analysis for Osteoporosis Detection with Morphological Tools. MICCAI (1) 2004: 87-94 - 2003
- [j3]Amel Benazza-Benyahia, Jean-Christophe Pesquet, Hamid Krim:
A nonlinear diffusion-based three-band filter bank. IEEE Signal Process. Lett. 10(12): 360-363 (2003) - [c11]Amel Benazza-Benyahia, Jean-Christophe Pesquet, M. H. Gharbia:
Adapted vector-lifting schemes for multiband textured image coding. IGARSS 2003: 1833-1835 - [c10]L. Helaoui, Sofia Ben Jebara, Amel Benazza-Benyahia:
A two-channel speech denoising method combining wavepackets and frequency coherence. MAVEBA 2003: 57-60 - 2002
- [j2]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
A unifying framework for lossless and progressive image coding. Pattern Recognit. 35(3): 627-638 (2002) - [j1]Amel Benazza-Benyahia, Jean-Christophe Pesquet, Mohamed Hamdi:
Vector-lifting schemes for lossless coding and progressive archival of multispectral images. IEEE Trans. Geosci. Remote. Sens. 40(9): 2011-2024 (2002) - [c9]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
A block-based predictive lossless cod for quincunx multispectral images. EUSIPCO 2002: 1-4 - [c8]Amel Benazza-Benyahia, Jean-Christophe Pesquet, Noura Azzabou:
A new interband multiwavelet decomposition for exact coding of multicomponent images. ICASSP 2002: 3521-3524 - 2001
- [c7]Amel Benazza-Benyahia, Jean-Christophe Pesquet, Mohamed Hamdi:
Lossless coding for progressive archival of multispectral images. ICASSP 2001: 1817-1820 - [c6]Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Hichem Cherif, Wided Souid:
Texture image analysis for osteoporosis detection with morphological tools. Medical Imaging: Image Processing 2001 - 2000
- [c5]Amel Benazza-Benyahia, Jean-Christophe Pesquet, A. Amara:
Nonlinear bank filters adapted for progressive and exact image reconstruction. EUSIPCO 2000: 1-4 - [c4]Sofia Ben Jebara, Amel Benazza-Benyahia, Abdelsalem Ben Khelifa:
Reduction of musical noise generated by spectral subtraction by combining wavelet packet transform and wiener filtering. EUSIPCO 2000: 1-4
1990 – 1999
- 1999
- [c3]Amel Benazza-Benyahia, Jean-Christophe Pesquet:
Progressive and lossless image coding using optimized nonlinear subband decompositions. NSIP 1999: 761-765 - 1998
- [c2]B. Pouye, Amel Benazza-Benyahia, Ilya Pollak, Jean-Christophe Pesquet, Hamid Krim:
Nonlinear frame-like decompositions. EUSIPCO 1998: 1-4 - [c1]Ziad Belhadj, Amel Benazza, Naceur Hidoussi:
Classification of Radar Images in Polarimetric Remote Sensing. ICIP (1) 1998: 574-577
Coauthor Index
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