Mohammed Benjelloun

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 20

Top Topics

Particle Filter

Texture Analysis

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Olivier Debauche, Jean Bertin Nkamla Penka, Moad Hani, Adriano Guttadauria, Rachida Ait Abdelouahid, Kaouther Gasmi, Ouafae Ben Hardouz, Frédéric Lebeau, Jérôme Bindelle, Hélène Soyeurt, Nicolas Gengler, Pierre Manneback, Mohammed Benjelloun, Carlo Bertozzi
Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data. Inf. 14 (6) (2023)
Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
Multi-input deep learning architecture for predicting breast tumor response to chemotherapy using quantitative MR images. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Yassine Amkrane, Mohammed El Adoui, Mohammed Benjelloun
Towards Breast Cancer Response Prediction using Artificial Intelligence and Radiomics. Cloudtech (2020)
Nathaniel Braman, Mohammed El Adoui, Manasa Vulchi, Paulette Turk, Maryam Etesami, Pingfu Fu, Kaustav Bera, Stylianos Drisis, Vinay Varadan, Donna Plecha, Mohammed Benjelloun, Jame Abraham, Anant Madabhushi
Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study. CoRR (2020)
Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
Predict Breast Tumor Response to Chemotherapy Using a 3D Deep Learning Architecture Applied to DCE-MRI Data. IWBBIO (2) (2019)
Mohammed El Adoui, Sidi Ahmed Mahmoudi, Mohamed Amine Larhmam, Mohammed Benjelloun
MRI Breast Tumor Segmentation Using Different Encoder and Decoder CNN Architectures. Comput. 8 (3) (2019)
Sidi Ahmed Mahmoudi, Mohammed Amin Belarbi, El Wardani Dadi, Saïd Mahmoudi, Mohammed Benjelloun
Cloud-Based Image Retrieval Using GPU Platforms. Comput. 8 (2) (2019)
Mohammed El Adoui, Mohamed Amine Larhmam, Stylianos Drisis, Mohammed Benjelloun
Deep Learning approach predicting breast tumor response to neoadjuvant treatment using DCE-MRI volumes acquired before and after chemotherapy. Medical Imaging: Computer-Aided Diagnosis (2019)
Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi, Mohamed Amine Larhmam
Content-based 3D shape retrieval using deep learning approach. LOPAL (2018)
Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi
GPU-based Acceleration of Methods based on Clock Matching Metric for Large Scale 3D Shape Retrieval. Scalable Comput. Pract. Exp. 19 (1) (2018)
Mohamed Amine Larhmam, Saïd Mahmoudi, Stylianos Drisis, Mohammed Benjelloun
A Texture Analysis Approach for Spine Metastasis Classification in T1 and T2 MRI. IWBBIO (2) (2018)
Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
A PRM approach for early prediction of breast cancer response to chemotherapy based on registered MR images. Int. J. Comput. Assist. Radiol. Surg. 13 (8) (2018)
Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi
3D shape retrieval basing on representatives of classes. CoRR (2018)
Mohammed Benjelloun, Mohammed El Adoui, Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi
Automated Breast Tumor Segmentation in DCE-MRI Using Deep Learning. Cloudtech (2018)
Mohammed El Adoui, Stylianos Drisis, Mohammed Benjelloun
Analyzing breast tumor heterogeneity to predict the response to chemotherapy using 3D MR images registration. ICSDE (2017)
Jean-Christophe Kucwaj, Serge Reboul, Georges Stienne, Jean-Bernard Choquel, Mohammed Benjelloun
Circular Regression Applied to GNSS-R Phase Altimetry. Remote. Sens. 9 (7) (2017)
Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
High rate interference pattern technique applied to real time altimetry. IGARSS (2016)
Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
Accurate Pseudorange Estimation by Means of Code and Phase Delay Integration: Application to GNSS-R Altimetry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (10) (2016)
Karim El Mokhtari, Serge Reboul, Jean-Bernard Choquel, Benaissa Amami, Mohammed Benjelloun
Indoor localization by particle map matching. CIST (2016)
Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
A model-based angle unwrapper: Application to the GNSS-R Interference Pattern Technique. FUSION (2016)
Mohamed Amine Larhmam, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
A Portable Multi-CPU/Multi-GPU Based Vertebra Localization in Sagittal MR Images. ICIAR (2) (2014)
Miguel Angel Ribot, Jean-Christophe Kucwaj, Cyril Botteron, Serge Reboul, Georges Stienne, Jérôme Leclère, Jean-Bernard Choquel, Pierre-André Farine, Mohammed Benjelloun
Normalized GNSS Interference Pattern Technique for Altimetry. Sensors 14 (6) (2014)
Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun
A multi-temporal multi-sensor circular fusion filter. Inf. Fusion 18 (2014)
Mohamed Amine Larhmam, Mohammed Benjelloun, Saïd Mahmoudi
Vertebra identification using template matching modelmp and $K$ -means clustering. Int. J. Comput. Assist. Radiol. Surg. 9 (2) (2014)
Jean-Christophe Kucwaj, Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
Circular multiple change-points estimation applied to the GPS-L2C phase signal. FUSION (2014)
Georges Stienne, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
Cycle slip detection and repair with a circular on-line change-point detector. Signal Process. 100 (2014)
Karim El Mokhtari, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Salaheddine Hamdoune, Benaissa Amami, Mohammed Benjelloun
A map matching algorithm based on a particle filter. ICMCS (2014)
Monir Azmani, Serge Reboul, Mohammed Benjelloun
Non-Linear Fusion of Observations Provided by Two Sensors. Entropy 15 (7) (2013)
Gilles Roussel, Laurent Bourgois, Mohammed Benjelloun, Gilles Delmaire
Estimation of a semi-physical GLBE model using dual EnKF learning algorithm coupled with a sensor network design strategy: Application to air field monitoring. Inf. Fusion 14 (4) (2013)
Karim El Mokhtari, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Salaheddine Hamdoune, Benaissa Amami, Mohammed Benjelloun
A circular interacting multi-model filter applied to map matching. FUSION (2013)
Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun
Semi-physical neural modeling for linear signal restoration. Neural Networks 38 (2013)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization. IEEE Trans. Biomed. Eng. 60 (11) (2013)
Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun
GNSS dataless signal tracking with a delay semi-open loop and a phase open loop. Signal Process. 93 (5) (2013)
Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi
Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI (2012)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Fully automatic vertebra detection in x-ray images based on multi-class SVM. Medical Imaging: Image Processing (2012)
Nicolas Dechamps, Michel Bagein, Mohammed Benjelloun, Saïd Mahmoudi
Boosting Open-Source Database Engines with Graphics Processors. 3PGCIC (2012)
Mohamed Amine Larhmam, Saïd Mahmoudi, Mohammed Benjelloun
Semi-automatic detection of cervical vertebrae in X-ray images using generalized hough transform. IPTA (2012)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Cervical spine mobility analysis on radiographs: A fully automatic approach. Comput. Medical Imaging Graph. 36 (8) (2012)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Descriptive Image Feature for Object Detection in Medical Images. ICIAR (2) (2012)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model. MICCAI (2) (2012)
Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach. Int. J. Biomed. Imaging 2011 (2011)
Georges Stienne, Serge Reboul, Monir Azmani, Jean-Bernard Choquel, Mohammed Benjelloun
A multi-sensor circular particle filter applied to the fusion of the GPS-L2C channels. FUSION (2011)
Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images. Int. J. Biomed. Imaging 2011 (2011)
Monir Azmani, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
Information fusion applied to the tracking of GPS pilot and data channels. FUSION (2010)
Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
A New Semi-automatic Approach for X-ray Cervical Images Segmentation using Active Shape Model. BIOSIGNALS (2010)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Points of interest detection in cervical spine radiographs by polygonal approximation. IPTA (2010)
Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun
A hybrid fusion system applied to off-line detection and change-points estimation. Inf. Fusion 11 (4) (2010)
Jean-Charles Noyer, Patrick Lanvin, Mohammed Benjelloun
Correlation-based particle filter for 3D object tracking. Integr. Comput. Aided Eng. 16 (2) (2009)
Monir Azmani, Serge Reboul, Jean-Bernard Choquel, Mohammed Benjelloun
A recursive fusion filter for angular data. ROBIO (2009)
Mohammed Benjelloun, Saïd Mahmoudi
Spine Localization in X-ray Images Using Interest Point Detection. J. Digit. Imaging 22 (3) (2009)
Khalid Touil, Mourad Zribi, Mohammed Benjelloun
Performance analysis of GPS/INS integrated system by using a non-linear mathematical model. MFI (2008)
Wassim Khoder, Bienvenu Fassinut-Mombot, Mohammed Benjelloun
Quaternion Unscented Kalman Filtering for integrated Inertial Navigation and GPS. FUSION (2008)
Mohammed Benjelloun, Saïd Mahmoudi
X-ray image segmentation for vertebral mobility analysis. Int. J. Comput. Assist. Radiol. Surg. 2 (6) (2008)
Mohammed Benjelloun, H. J. Tellez Oliva, R. Prévot
Edge Closing of Synthetic and Real Images using Polynomial Fitting. J. Convergence Inf. Technol. 2 (4) (2007)
Mohammed Benjelloun, G. Rico, Saïd Mahmoudi, R. Prévot
Vertebral Mobility Analysis Using Anterior Faces Detection. ACIVS (2007)
Laurent Bourgois, Gilles Roussel, Mohammed Benjelloun
Inversion of a semi-physical ode model. ICINCO-ICSO (2007)
Saïd Mahmoudi, Mohammed Benjelloun
A New Approach for Cervical Vertebrae Segmentation. CIARP (2007)
Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun
Bayesian off-line segmentation applied to multi-carrier GPS signals fusion. FUSION (2007)
Khalid Touil, Mourad Zribi, Mohammed Benjelloun
Application of transferable belief model to navigation system. Integr. Comput. Aided Eng. 14 (1) (2007)
Mohammed Benjelloun, Horacio Tellez, Saïd Mahmoudi
Vertebra Edge Detection Using Polar Signature. ICPR (1) (2006)
Jamila Kacemi, Serge Reboul, Mohammed Benjelloun
Information Fusion in a Hybrid Tightly Coupled GPS/Dead-Reckoning Positioning System. MFI (2006)
Khalid Touil, Mourad Zribi, Mohammed Benjelloun
Using the transferable belief model to vehicle navigation system. ICINCO-RA (2006)
Mohammed Benjelloun, Saïd Mahmoudi, Horacio Tellez
Vertebrae EDGE Detection and Motion Estimation with Polar Signature. ICIP (2006)
Serge Reboul, Mohammed Benjelloun
Joint segmentation of the wind speed and direction. Signal Process. 86 (4) (2006)
Patrick Lanvin, Jean-Charles Noyer, Mohammed Benjelloun
An hardware architecture for 3D object tracking and motion estimation. ICME (2005)
Stanislas Boutoille, Serge Reboul, Mohammed Benjelloun
Multi-band GPS signal tracking in a high dynamic maneuvering situation. ICINCO (2005)
Jean-Charles Noyer, Christophe Boucher, Mohammed Benjelloun
3d Structure and Motion Estimation from Range and Intensity Images Using Particle Filtering. Int. J. Image Graph. 5 (3) (2005)
Mohammed Benjelloun
Segmentation and Feature Extraction to Evaluate the Stomach Dynamic. CRV (2005)
Jean-Charles Noyer, Patrick Lanvin, Mohammed Benjelloun
Non-linear matched filtering for object detection and tracking. Pattern Recognit. Lett. 25 (6) (2004)
Jean-Charles Noyer, Christophe Boucher, Mohammed Benjelloun
3D particle tracking using an active vision. Pattern Recognit. Lett. 24 (9-10) (2003)
Patrick Lanvin, Jean-Charles Noyer, Mohammed Benjelloun
Non-linear estimation of image motion and tracking. ICME (2003)
Christophe Boucher, Jean-Charles Noyer, Mohammed Benjelloun
3D structure and motion recovery in a multisensor framework. Inf. Fusion 2 (4) (2001)
A. Sdigui, Mohammed Benjelloun
Moving Object Reconstruction from 3D Segments using a Fixed Camera. ICIP (1) (1994)
K. Kaoula, Mohammed Benjelloun, Bernard Dubuisson
Three-dimensional region matching and tracking in a long binocular image sequence. VCIP (1993)
Anrong Peng, Bernard Dubuisson, Mohammed Benjelloun
A study on the forms of smoothing filters for step and ramp edge detection. ICPR (3) (1992)