List of works - Mohammed Bennamoun

3D Brain and Heart Volume Generative Models: A Survey

scientific article published on 19 December 2023

3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey

scientific article published on 01 November 2014

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. ⬇️

scientific article

A Multi-modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling.

scientific article published on 30 August 2017

A Practical Tutorial on Graph Neural Networks

scientific article published in 2022

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification ⬇️

A Systematic Collection of Medical Image Datasets for Deep Learning

scientific article published on 16 August 2023

A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample

scholarly article by Yinjie Lei et al published April 2016 in Pattern Recognition

A structural-description-based vision system for automatic object recognition.

scientific article published in January 1997

An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition

An RGB–D based image set classification for robust face recognition from Kinect data

An efficient 3D face recognition approach using local geometrical signatures

scholarly article by Yinjie Lei et al published February 2014 in Pattern Recognition

An efficient multimodal 2D-3D hybrid approach to automatic face recognition

scientific article

Automatic Shadow Detection and Removal from a Single Image

scientific article published on 01 March 2016

Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos

Combined HER2 analysis of biopsies and surgical specimens to optimize detection of trastuzumab-eligible patients in eso-gastric adenocarcinoma: a GERCOR study.

scientific article

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data.

scientific article

Deep Reconstruction Models for Image Set Classification

scientific article published in April 2015

Effect of prosthodontic planning on intercuspal occlusal contacts: comparison of digital and conventional planning

scientific article published on 16 March 2015

Effect of prosthodontic planning on lateral occlusion scheme: a comparison between conventional and digital planning

scientific article published on March 2015

Empowering Simple Binary Classifiers for Image Set Based Face Recognition

Evaluating Plant Gene Models Using Machine Learning

scientific article published in 2022

Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition

Exploiting layerwise convexity of rectifier networks with sign constrained weights

scientific article published on 13 June 2018

Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death

scientific article published on 26 June 2019

Guest Editors’ Introduction to the Special Issue on RGB-D Vision: Methods and Applications

scientific article published in 2020

Impact of digital prosthodontic planning on dental esthetics: Biometric analysis of esthetic parameters

scientific article published on 25 September 2015

Influence of Conventional and Digital Wax-ups on Axial Tooth Contour.

scientific article published on July 2015

Learning Clip Representations for Skeleton-Based 3D Action Recognition.

scientific article published in June 2018

Learning Latent Global Network for Skeleton-based Action Prediction

scientific article published on 02 September 2019

Learning Non-linear Reconstruction Models for Image Set Classification

Linear regression for face recognition.

scientific article

MEDAS: an open-source platform as a service to help break the walls between medicine and informatics

scientific article published on 16 January 2022

Machine learning in heart failure: ready for prime time.

scientific article published on 30 November 2017

Machine learning models outperform deep learning models, provide interpretation and facilitate feature selection for soybean trait prediction

scientific article published on 08 April 2022

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data

scientific article published on 15 September 2021

Machine learning-based prediction of heart failure readmission or death: implications of choosing the right model and the right metrics

scientific article published on 27 February 2019

Novel low level local features for 3D expression invariant face recognition

Panitumumab combined with irinotecan for patients with KRAS wild-type metastatic colorectal cancer refractory to standard chemotherapy: a GERCOR efficacy, tolerance, and translational molecular study.

scientific article published on 05 October 2012

RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions

scientific article published on 13 October 2016

Redundancy and Attention in Convolutional LSTM for Gesture Recognition

scientific article published on 28 June 2019

Reliability analysis of the rank transform for stereo matching.

scientific article published in January 2001

Resources for image-based high-throughput phenotyping in crops and data sharing challenges

scientific article published in 2021

Response to “Ghost Numbers”

scientific article published on 01 October 2018

Reverse Training: An Efficient Approach for Image Set Classification

ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation

scientific article published on 31 December 2021

Seeing in 3D: Assistive Robotics with Advanced Computer Vision

scientific article published on 23 October 2024

Spatially optimized data-level fusion of texture and shape for face recognition.

scientific article

Three-dimensional image registration as a tool for forensic odontology: a preliminary investigation.

scientific article

Three-dimensional model-based object recognition and segmentation in cluttered scenes

scientific article

Trends in computer-aided manufacturing in prosthodontics: a review of the available streams

scientific article published on 08 April 2014

List of works by Mohammed Bennamoun

3D Brain and Heart Volume Generative Models: A Survey

3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. ⬇️

A Multi-modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling.

A Practical Tutorial on Graph Neural Networks

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification ⬇️

A Systematic Collection of Medical Image Datasets for Deep Learning

A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample

A structural-description-based vision system for automatic object recognition.

An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition

An RGB–D based image set classification for robust face recognition from Kinect data

An efficient 3D face recognition approach using local geometrical signatures

An efficient multimodal 2D-3D hybrid approach to automatic face recognition

Automatic Shadow Detection and Removal from a Single Image

Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos

Combined HER2 analysis of biopsies and surgical specimens to optimize detection of trastuzumab-eligible patients in eso-gastric adenocarcinoma: a GERCOR study.

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data.

Deep Reconstruction Models for Image Set Classification

Effect of prosthodontic planning on intercuspal occlusal contacts: comparison of digital and conventional planning

Effect of prosthodontic planning on lateral occlusion scheme: a comparison between conventional and digital planning

Empowering Simple Binary Classifiers for Image Set Based Face Recognition

Evaluating Plant Gene Models Using Machine Learning

Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition

Exploiting layerwise convexity of rectifier networks with sign constrained weights

Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death

Guest Editors’ Introduction to the Special Issue on RGB-D Vision: Methods and Applications

Impact of digital prosthodontic planning on dental esthetics: Biometric analysis of esthetic parameters

Influence of Conventional and Digital Wax-ups on Axial Tooth Contour.

Learning Clip Representations for Skeleton-Based 3D Action Recognition.

Learning Latent Global Network for Skeleton-based Action Prediction

Learning Non-linear Reconstruction Models for Image Set Classification

Linear regression for face recognition.

MEDAS: an open-source platform as a service to help break the walls between medicine and informatics

Machine learning in heart failure: ready for prime time.

Machine learning models outperform deep learning models, provide interpretation and facilitate feature selection for soybean trait prediction

Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data

Machine learning-based prediction of heart failure readmission or death: implications of choosing the right model and the right metrics

Novel low level local features for 3D expression invariant face recognition

Panitumumab combined with irinotecan for patients with KRAS wild-type metastatic colorectal cancer refractory to standard chemotherapy: a GERCOR efficacy, tolerance, and translational molecular study.

RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions

Redundancy and Attention in Convolutional LSTM for Gesture Recognition

Reliability analysis of the rank transform for stereo matching.

Resources for image-based high-throughput phenotyping in crops and data sharing challenges

Response to “Ghost Numbers”

Reverse Training: An Efficient Approach for Image Set Classification

ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation

Seeing in 3D: Assistive Robotics with Advanced Computer Vision

Spatially optimized data-level fusion of texture and shape for face recognition.

Three-dimensional image registration as a tool for forensic odontology: a preliminary investigation.

Three-dimensional model-based object recognition and segmentation in cluttered scenes

Trends in computer-aided manufacturing in prosthodontics: a review of the available streams