Djemel Ziou, Université de Sherbrooke

Research

Analyse comportementale Analyse de données Analyse prédictive Apprentissage machine Intelligence artificielle Interprétation des médias numériques Localisation des ambulances Modèles paramétriques

Latest papers

Nature-inspired color-filter array for enhancing the quality of images.
Journal of the Optical Society of America. A, Optics, image science, and vision · 2012 · senior author
An edge-sensing generic demosaicing algorithm with application to image resampling.
IEEE transactions on image processing : a publication of the IEEE Signal Processing Society · 2011 · senior author
A hybrid feature extraction selection approach for high-dimensional non-Gaussian data clustering.
IEEE transactions on pattern analysis and machine intelligence · 2009 · senior author

All 5 publications

Latest funding

IA pour la gestion stratégique des services préhospitaliers d'urgence
NSERC · 2022 · Principal investigator
$105,000
Photographie à champ de lumière et optique numérique
NSERC · 2015 · Principal investigator
$120,000
Photographie à champ de lumière et optique numérique
NSERC · 2015 · Principal investigator
$180,000

All 17 grants and awards

5 publications.

01

Nature-inspired color-filter array for enhancing the quality of images.

Couillaud J, Horé A, Ziou D

Journal of the Optical Society of America. A, Optics, image science, and vision2012Senior author

DOI: 10.1364/josaa.29.001580 PMID: 23201873

02

An edge-sensing generic demosaicing algorithm with application to image resampling.

Horé A, Ziou D

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society2011Senior author

DOI: 10.1109/tip.2011.2159229 PMID: 21659027

03

A hybrid feature extraction selection approach for high-dimensional non-Gaussian data clustering.

Boutemedjet S, Bouguila N, Ziou D

IEEE transactions on pattern analysis and machine intelligence2009Senior author

DOI: 10.1109/tpami.2008.155 PMID: 19542577

04

Weighted pseudometric discriminatory power improvement using a Bayesian logistic regression model based on a variational method.

Ksantini R, Ziou D, Colin B, Dubeau F

IEEE transactions on pattern analysis and machine intelligence2008

DOI: 10.1109/tpami.2007.1165 PMID: 18084057

05

A global approach for solving evolutive heat transfer for image denoising and inpainting.

Auclair-Fortier MF, Ziou D

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society2006Senior author

DOI: 10.1109/tip.2006.877410 PMID: 16948302

IA pour la gestion stratégique des services préhospitaliers d'urgence

Principal investigatorNSERC2022Alliance Grants

Principal investigators: Ziou, Djemel D

Keywords: Analyse comportementale; Analyse de données; Analyse prédictive; Apprentissage machine; Intelligence artificielle; Interprétation des médias numériques; Localisation des ambulances; Modèles paramétriques; Santé publique; Services préhospitaliers d'urgence

$105,000

Photographie à champ de lumière et optique numérique

Principal investigatorNSERC2015Discovery Grants Program - Accelerator Supplements

Principal investigators: Ziou, Djemel

$120,000

Photographie à champ de lumière et optique numérique

Principal investigatorNSERC2015Discovery Grants Program - Individual

Principal investigators: Ziou, Djemel

$180,000

Automobile of the 21st Century/L'automobile du XXIe siècle

Co-investigatorNSERC2012Networks of Centres of Excellence

Principal investigators: Frise, Peter

$13,487,000

Profilage à partir des données hétérogènes du Web pour la cybersécurité

Principal investigatorNSERC2010Strategic Projects - Group

Principal investigators: Ziou, Djemel

$443,350

Gestion par le contenu de larges collections de documents visuels

Principal investigatorNSERC2009Discovery Grants Program - Individual

Principal investigators: Ziou, Djemel

$200,000

Automobile of the 21st Century/L'automobile du XXIe siècle

Co-investigatorNSERC2008Networks of Centres of Excellence

Principal investigators: Frise, Peter

$17,400,000

Chaire de recherche industrielle CRSNG-Bell Canada en imagerie numérique personnelle

Principal investigatorNSERC2005Industrial Research Chairs

Principal investigators: Ziou, Djemel

$424,473

Un nouveau modèle pour la representation d'image et la perception visuelle

Principal investigatorNSERC2004Discovery Grants Program - Individual

Principal investigators: Ziou, Djemel

$120,000

Un nouveau modèle de l'image

Principal investigatorNSERC2003Discovery Grants Program - Individual

Principal investigators: Ziou, Djemel

$22,050

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their NSERC grant from 2022

Subject: Prospective PhD student: Analyse comportementale Dear Professor Ziou, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "Nature-inspired color-filter array for enhancing the quality of images." (2012), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "IA pour la gestion stratégique des services préhospitaliers d'urgence" (2022), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]