Search Results for author: Ahmed Bouridane

Found 11 papers, 0 papers with code

FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures

no code implementations14 Nov 2023 Melaku N. Getahun, Oleg Y. Rogov, Dmitry V. Dylov, Andrey Somov, Ahmed Bouridane, Rifat Hamoudi

The proposed solution has been evaluated using the DRIVE, CHASE-DB1, and STARE datasets, and competitive results are obtained when compared with previous studies.

Retinal Vessel Segmentation Segmentation

Convolutional Neural Network-Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study

no code implementations30 Jan 2023 Remy Peyret, Duaa alSaeed, Fouad Khelifi, Nadia Al-Ghreimil, Heyam Al-Baity, Ahmed Bouridane

The system showed excellent performance when compared with pretrained CNNs and other classification methods, as it avoids the preprocessing phase while using a single CNN model for classification.

Gaze Estimation Approach Using Deep Differential Residual Network

no code implementations8 Aug 2022 Longzhao Huang, Yujie Li, Xu Wang, Haoyu Wang, Ahmed Bouridane, Ahmad Chaddad

We propose a differential residual model (DRNet) combined with a new loss function to make use of the difference information of two eye images.

Gaze Estimation

Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation

no code implementations16 May 2021 Richard Jiang, Paul Chazot, Danny Crookes, Ahmed Bouridane, M Emre Celebi

Facial phenotyping has recently been successfully exploited for medical diagnosis as a novel way to diagnose a range of diseases, where facial biometrics has been revealed to have rich links to underlying genetic or medical causes.

Medical Diagnosis Privacy Preserving

Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila

no code implementations11 Sep 2019 Khan Faraz, Ahmed Bouridane, Richard Jiang, Tiancheng Xia, Paul Chazot, Abdel Ennaceur

Gene expression of social actions in Drosophilae has been attracting wide interest from biologists, medical scientists and psychologists.

Action Detection Classification +3

Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

no code implementations5 Sep 2019 Gary Storey, Ahmed Bouridane, Richard Jiang, Chang-Tsun Li

While facial biometrics has been widely used for identification purpose, it has recently been researched as medical biometrics for a range of diseases.

Face Alignment Facial Landmark Detection +1

Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks

no code implementations29 May 2019 Ranjith Dinakaran, Philip Easom, Li Zhang, Ahmed Bouridane, Richard Jiang, Eran Edirisinghe

In our work, GAN has been trained intensively on low resolution images, in order to neutralize the challenges of the pedestrian detection in the wild, and considered humans, and few other classes for detection in smart cities.

object-detection Object Detection +1

Deep Learning based Pedestrian Detection at Distance in Smart Cities

no code implementations18 Nov 2018 Ranjith K Dinakaran, Philip Easom, Ahmed Bouridane, Li Zhang, Richard Jiang, Fozia Mehboob, Abdul Rauf

Generative adversarial networks (GANs) have been promising for many computer vision problems due to their powerful capabilities to enhance the data for training and test.

Decoder Pedestrian Detection

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