Lotfi Senhadji

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 44

Top Topics

Tensor Decomposition

Convolutional Neural Networks

Principal Component Analysis

Object Classification

Top Venues

Publications

Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang
Fedsoda: Federated Cross-Assessment and Dynamic Aggregation for Histopathology Segmentation. ICASSP (2024)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. AAAI (2024)
Fuzhi Wu, Jiasong Wu, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Spatial-Enhanced Multi-Level Wavelet Patching in Vision Transformers. IEEE Signal Process. Lett. 31 (2024)
Xiangtian Xue, Jiasong Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
ST-LDM: A Universal Framework for Text-Grounded Object Generation in Real Images. CoRR (2024)
Xiangtian Xue, Jiasong Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Rethinking Referring Object Removal. CoRR (2024)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. CoRR (2024)
Jiasong Wu, Qingchun Li, Guanyu Yang, Lei Li, Lotfi Senhadji, Huazhong Shu
Self-supervised speech denoising using only noisy audio signals. Speech Commun. 149 (2023)
Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation. CoRR (2023)
Ismail Hadj Ahmed, Abdelghani Djebbari, Amar Kachenoura, Lotfi Senhadji
Telemedical transport layer security based platform for cardiac arrhythmia classification using quadratic time-frequency analysis of HRV signal. J. Supercomput. 78 (11) (2022)
Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. Neurocomputing 514 (2022)
Qingchun Li, Jiasong Wu, Yilun Kong, Chunfeng Yang, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
Speech Denoising Using Only Single Noisy Audio Samples. CoRR (2021)
Jiasong Wu, Xiang Qiu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
Fractional Wavelet-Based Generative Scattering Networks. Frontiers Neurorobotics 15 (2021)
Jiasong Wu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
Generative networks as inverse problems with fractional wavelet scattering networks. CoRR (2020)
Jiasong Wu, Taotao Li, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu
SLNSpeech: solving extended speech separation problem by the help of sign language. CoRR (2020)
Jiasong Wu, Ling Xu, Fuzhi Wu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Deep octonion networks. Neurocomputing 397 (2020)
Diego Pérez, Gabriel Dieuset, Maxime Yochum, Lotfi Senhadji, Benoît Martin, Virginie Le Rolle, Alfredo I. Hernández
Quantification of Neural Conduction Block on the Rat Sciatic Nerve based on EMG Response. EMBC (2019)
Jinpeng Xia, Jiasong Wu, Fuzhi Wu, Youyong Kong, Pinzheng Zhang, Lotfi Senhadji, Huazhong Shu
Modulated Binary Clique Convolutional Neural Network. CBD (2019)
Jinpeng Xia, Jiasong Wu, Youyong Kong, Pinzheng Zhang, Lotfi Senhadji, Huazhong Shu
Modulated binary cliquenet. CoRR (2019)
Nasrin Taheri, Amar Kachenoura, Ahmad Karfoul, Xu Han, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera
Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. EUSIPCO (2019)
Jiasong Wu, Ling Xu, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Deep Octonion Networks. CoRR (2019)
Jiasong Wu, Hongshan Ren, Youyong Kong, Chunfeng Yang, Lotfi Senhadji, Huazhong Shu
Compressing complex convolutional neural network based on an improved deep compression algorithm. CoRR (2019)
Li Liu, Jiasong Wu, Dengwang Li, Lotfi Senhadji, Huazhong Shu
Fractional Wavelet Scattering Network and Applications. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Jiasong Wu, Fuzhi Wu, Qihan Yang, Youyong Kong, Xilin Liu, Yan Zhang, Lotfi Senhadji, Huazhong Shu
Fractional spectral graph wavelets and their applications. CoRR (2019)
Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Laurent Albera, Lotfi Senhadji
Independent Component Analysis Based on Non-polynomial Approximation of Negentropy: Application to MRS Source Separation. ACSSC (2018)
Jiasong Wu, Fuzhi Wu, Zhifang Dong, Kaiwen Song, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Fast Gray Code Kernel Algorithm for the Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform. IEEE Access 6 (2018)
Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
Robust Multilinear Decomposition of Low Rank Tensors. LVA/ICA (2018)
Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura
Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. ACSSC (2018)
Jiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Yang Chen, Wankou Yang, Lotfi Senhadji, Huazhong Shu
PCANet: An energy perspective. Neurocomputing 313 (2018)
Li Liu, Jiasong Wu, Dengwang Li, Lotfi Senhadji, Huazhong Shu
Fractional Wavelet Scattering Network and Applications. CoRR (2018)
Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera
Reliable gradient search directions for kurtosis-based deflationary ICA: Application to physiological signal processing. EMBC (2017)
Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu
MomentsNet: a simple learning-free method for binary image recognition. CoRR (2017)
Jiasong Wu, Shijie Qiu, Rui Zeng, Youyong Kong, Lotfi Senhadji, Huazhong Shu
Multilinear Principal Component Analysis Network for Tensor Object Classification. IEEE Access 5 (2017)
Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
Block term decomposition with rank estimation using group sparsity. CAMSAP (2017)
Siouar Bensaid, Amar Kachenoura, Nathalie Costet, Karim Bensalah, Hugues Tariel, Lotfi Senhadji
Noninvasive detection of bladder cancer using mid-infrared spectra classification. Expert Syst. Appl. 89 (2017)
Xu Han, Laurent Albera, Amar Kachenoura, Lotfi Senhadji, Huazhong Shu
Low rank canonical polyadic decomposition of tensors based on group sparsity. EUSIPCO (2017)
Jiasong Wu, Shijie Qiu, Rui Zeng, Lotfi Senhadji, Huazhong Shu
PCANet for Color Image Classification in Various Color Spaces. ICCCS (2) (2017)
Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu
MomentsNet: A simple learning-free method for binary image recognition. ICIP (2017)
Jiasong Wu, Jieyuan Liu, Youyong Kong, Xu Han, Lotfi Senhadji, Huazhong Shu
Phase-only signal reconstruction by MagnitudeCut. CoRR (2016)
Siouar Bensaid, Amar Kachenoura, Nathalie Costet, Victor De Ledinghen, Julien Vergniol, Fabrice Laine, Bruno Turlin, Hugues Tariel, Lotfi Senhadji
Early diagnosis of NAFLD-NASH transition using mid infrared spectroscopy. EMBC (2016)
Jiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Lotfi Senhadji, Huazhong Shu
PCANet: An energy perspective. CoRR (2016)
Yuan Wang, Guy Carrault, Alain Beuchee, Nathalie Costet, Huazhong Shu, Lotfi Senhadji
Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units. CoRR (2016)
Diego Pérez, Gustavo Guerrero, Delphine Feuerstein, Laurence Graindorge, Amel Amblard, Lotfi Senhadji, Jean Louis Pépin, Alfredo I. Hernández
Closed-loop Kinesthetic Stimulation for the Treatment of Sleep Apnea Syndromes. CinC (2016)
Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Lotfi Senhadji, Laurent Albera
Low cost and efficient kurtosis-based deflationary ICA method: Application to MRS sources separation problem. EMBC (2016)
Rui Zeng, Jiasong Wu, Zhuhong Shao, Yang Chen, Beijing Chen, Lotfi Senhadji, Huazhong Shu
Color image classification via quaternion principal component analysis network. Neurocomputing 216 (2016)
Marjaneh Taghavi, Mohammad B. Shamsollahi, Lotfi Senhadji
ECG denoising using mutual information based classification of IMFs and interval thresholding. TSP (2015)
Nasrin Taheri, Amar Kachenoura, Karim Ansari-Asl, Ahmad Karfoul, Lotfi Senhadji, Laurent Albera, Isabelle Merlet
Feasibility of blind source separation methods for the denoising of dense-array EEG. EMBC (2015)
Julie Coloigner, Aureline Fargeas, Amar Kachenoura, Lu Wang, Gaël Dréan, Caroline Lafond, Lotfi Senhadji, Renaud de Crevoisier, Oscar Acosta, Laurent Albera
A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Dan Wu, Jiasong Wu, Rui Zeng, Longyu Jiang, Lotfi Senhadji, Huazhong Shu
Kernel principal component analysis network for image classification. CoRR (2015)
Rui Zeng, Jiasong Wu, Lotfi Senhadji, Huazhong Shu
Tensor object classification via multilinear discriminant analysis network. ICASSP (2015)
Hanna Becker, Ahmad Karfoul, Laurent Albera, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet
Tensor decomposition exploiting structural constraints for brain source imaging. CAMSAP (2015)
Laurent Albera, Hanna Becker, Ahmad Karfoul, Rémi Gribonval, Amar Kachenoura, Siouar Bensaid, Lotfi Senhadji, Alfredo I. Hernández, Isabelle Merlet
Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. EMBC (2015)
Rui Zeng, Jiasong Wu, Zhuhong Shao, Yang Chen, Lotfi Senhadji, Huazhong Shu
Color Image Classification via Quaternion Principal Component Analysis Network. CoRR (2015)
Lu Wang, Laurent Albera, Lotfi Senhadji, Jean-Christophe Pesquet
An Alternating Direction Method of Multipliers for constrained joint diagonalization by congruence. CAMSAP (2015)
Rui Zeng, Jiasong Wu, Lotfi Senhadji, Huazhong Shu
Tensor object classification via multilinear discriminant analysis network. CoRR (2014)
Jiasong Wu, Longyu Jiang, Xu Han, Lotfi Senhadji, Huazhong Shu
Performance evaluation of wavelet scattering network in image texture classification in various color spaces. CoRR (2014)
Lu Wang, Amar Kachenoura, Laurent Albera, Ahmad Karfoul, Huazhong Shu, Lotfi Senhadji
Nonnegative compression for Semi-Nonnegative Independent Component Analysis. SAM (2014)
Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizations. EURASIP J. Adv. Signal Process. 2014 (2014)
Rui Zeng, Jiasong Wu, Zhuhong Shao, Lotfi Senhadji, Huazhong Shu
Multilinear Principal Component Analysis Network for Tensor Object Classification. CoRR (2014)
Julie Coloigner, Laurent Albera, Amar Kachenoura, Fanny Noury, Lotfi Senhadji
Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA. Signal Process. 105 (2014)
Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
CP decomposition of semi-nonnegative semi-symmetric tensors based on QR matrix factorization. SAM (2014)
Lu Wang, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji
Nonnegative Joint Diagonalization by Congruence Based on LU Matrix Factorization. IEEE Signal Process. Lett. 20 (8) (2013)
Lu Wang, Laurent Albera, Huazhong Shu, Lotfi Senhadji
A new Jacobi-like nonnegative joint diagonalization by congruence. EUSIPCO (2013)
Alfredo I. Hernández, Filippo Ziglio, Amel Amblard, Lotfi Senhadji, Christophe Leclercq
Analysis of endocardial acceleration during intraoperative optimization of cardiac resynchronization therapy. EMBC (2013)
Jiasong Wu, Lu Wang, Guanyu Yang, Lotfi Senhadji, Limin Luo, Huazhong Shu
Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform: Fast Algorithm and Applications. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2012)
Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet
Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches. EURASIP J. Adv. Signal Process. 2012 (2012)
Jiasong Wu, Xu Zhang, Xiaoqing Wang, Lotfi Senhadji, Huazhong Shu
L1-norm minimization for quaternion signals CoRR (2012)
L. Giorgis, Paul Frogerais, Amel Amblard, Erwan Donal, Philippe Mabo, Lotfi Senhadji, Alfredo I. Hernández
Optimal Algorithm Switching for the Estimation of Systole Period From Cardiac Microacceleration Signals (SonR). IEEE Trans. Biomed. Eng. 59 (11-1) (2012)
Paul Frogerais, Jean-Jacques Bellanger, Lotfi Senhadji
Various Ways to Compute the Continuous-Discrete Extended Kalman Filter. IEEE Trans. Autom. Control. 57 (4) (2012)
Huazhong Shu, Jiasong Wu, Chunfeng Yang, Lotfi Senhadji
Fast Radix-3 Algorithm for the Generalized Discrete Hartley Transform of Type II. IEEE Signal Process. Lett. 19 (6) (2012)
Ali Almasi, Mohammad B. Shamsollahi, Lotfi Senhadji
A dynamical model for generating synthetic Phonocardiogram signals. EMBC (2011)
Julien Fleureau, Karim Bensalah, Denis Rolland, Olivier Lavastre, Nathalie Rioux-Leclercq, François Guillé, Jean-Jacques Patard, Renaud de Crevoisier, Lotfi Senhadji
Characterization of renal tumours based on Raman spectra classification. Expert Syst. Appl. 38 (11) (2011)
Julien Fleureau, Amar Kachenoura, Laurent Albera, Jean Claude Nunes, Lotfi Senhadji
Multivariate empirical mode decomposition and application to multichannel filtering. Signal Process. 91 (12) (2011)
Julie Coloigner, Laurent Albera, Amar Kachenoura, Lotfi Senhadji
Canonical decomposition of semi-symmetric semi-nonnegative three-way arrays. ACSCC (2011)
Julien Fleureau, Jean Claude Nunes, Amar Kachenoura, Laurent Albera, Lotfi Senhadji
Turning Tangent Empirical Mode Decomposition: A Framework for Mono- and Multivariate Signals. IEEE Trans. Signal Process. 59 (3) (2011)
Longyu Jiang, Huazhong Shu, Jiasong Wu, Lu Wang, Lotfi Senhadji
A Novel Split-Radix Fast Algorithm for 2-D Discrete Hartley Transform. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2010)
Julien Fleureau, Amar Kachenoura, Jean Claude Nunes, Laurent Albera, Lotfi Senhadji
3A-EMD: A generalized approach for monovariate and multivariate EMD. ISSPA (2010)
Jiasong Wu, Lu Wang, Lotfi Senhadji, Huazhong Shu
Sliding conjugate symmetric sequency-ordered complex hadamard transform: Fast algorithm and applications. EUSIPCO (2010)
Julie Coloigner, Laurent Albera, Ahmad Karfoul, Amar Kachenoura, Pierre Comon, Lotfi Senhadji
Method. LVA/ICA (2010)
Jiasong Wu, Huazhong Shu, Lu Wang, Lotfi Senhadji
Fast algorithms for the computation of sliding sequency-ordered complex hadamard transform. IEEE Trans. Signal Process. 58 (11) (2010)
Huazhong Shu, Jiasong Wu, Lotfi Senhadji, Limin Luo
New Fast Algorithm for Modulated Complex Lapped Transform With Sine Windowing Function. IEEE Signal Process. Lett. 16 (2) (2009)
Jiasong Wu, Huazhong Shu, Lotfi Senhadji, Limin Luo
Mixed-Radix Algorithm for the Computation of Forward and Inverse MDCTs. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2009)
Amar Kachenoura, Laurent Albera, Jean-Jacques Bellanger, Lotfi Senhadji
Nonminimum Phase Identification Based on Higher Order Spectrum Slices. IEEE Trans. Signal Process. 56 (5) (2008)
Yuan Wang, Guy Carrault, Alain Beuchee, Lotfi Senhadji, Huazhong Shu
HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants. BIBE (2008)
J. S. Wu, Huazhong Shu, Lotfi Senhadji, Limin Luo
A fast algorithm for the computation of 2-D forward and inverse MDCT. Signal Process. 88 (6) (2008)
Jiasong Wu, Huazhong Shu, Lotfi Senhadji, Limin Luo
Radix-3, times, 3 Algorithm for The 2-D Discrete Hartley Transform. IEEE Trans. Circuits Syst. II Express Briefs (6) (2008)
Huazhong Shu, J. S. Wu, Lotfi Senhadji, Limin Luo
Radix-2 algorithm for the fast computation of type-III 3-D discrete W transform. Signal Process. 88 (1) (2008)
Amar Kachenoura, Laurent Albera, Lotfi Senhadji, Pierre Comon
Ica: a potential tool for bci systems. IEEE Signal Process. Mag. 25 (1) (2008)
Huazhong Shu, Yuan Wang, Lotfi Senhadji, Limin Luo
Direct Computation of Type-II Discrete Hartley Transform. IEEE Signal Process. Lett. 14 (5) (2007)
Behnam Molaee-Ardekani, Mohammad Bagher Shamsollahi, Lotfi Senhadji, Bijan Vosoughi Vahdat, Eric Wodey
Designing a planar vector field to investigate the role of a slow variable in an enhanced mean-field model during general anesthesia. EMBC (2006)
Amar Kachenoura, Laurent Albera, Lotfi Senhadji
The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem. ICASSP (3) (2006)
Fabienne Porée, Amar Kachenoura, Hervé Gauvrit, Catherine Morvan, Guy Carrault, Lotfi Senhadji
Blind Source Separation for Ambulatory Sleep Recording. IEEE Trans. Inf. Technol. Biomed. 10 (2) (2006)
Karim Ansari-Asl, Jean-Jacques Bellanger, Fabrice Bartolomei, Fabrice Wendling, Lotfi Senhadji
Time-frequency characterization of interdependencies in nonstationary signals: application to epileptic EEG. IEEE Trans. Biomed. Eng. 52 (7) (2005)