Denis PELLERIN
Professeur UGA
Equipe COntrol, PErception, Robots, Navigation and Intelligent Computing
Département Images et Signal
ME CONTACTER / CONTACT ME
Mail : denis.pellerin@gipsa-lab.grenoble-inp.fr

11 rue des mathématiques
Domaine Universitaire
BP 46
38402 Saint Martin d'Hères cedex

Bureau D1116
Tél.33 (0)4 76 57 43 69
Fax : 33 (0)4 76 57 47 90
PUBLICATIONS RECENTES / RECENT PUBLICATIONS
Les derniéres publications de la collection Gipsa dans HAL

Impact of Data Preparation and CNN’s First Layer on Performance of Image Forensics: A Case Study of Detecting Colorized Images

Weize Quan, Kai Wang, Dong-Ming Yan, Denis Pellerin, Xiaopeng Zhang. Impact of Data Preparation and CNN’s First Layer on Performance of Image Forensics: A Case Study of Detecting Colorized Images. WI '19 Companion IEEE/WIC/ACM International Conference on Web Intelligence, Oct 2019, Thessaloniki, Greece. pp.127-131, ⟨ 10.1145/3358695.3360890 ⟩. ⟨ hal-02321146 ⟩

Improving the generalization of colorized image detection with enhanced training of CNN

Weize Quan, Kai Wang, Dong-Ming Yan, Denis Pellerin, Xiaopeng Zhang. Improving the generalization of colorized image detection with enhanced training of CNN. 11th International Symposium on Image and Signal Processing and Analysis, Sep 2019, Dubrovnik, Croatia. pp.246-252. ⟨ hal-02306547 ⟩

Explaining Visual Classification using Attributes

Muneeb Ul Hassan, Philippe Mulhem, Denis Pellerin, Georges Quénot. Explaining Visual Classification using Attributes. CBMI 2019 - 17th International Conference on Content-Based Multimedia Indexing, Sep 2019, Dublin, Ireland. ⟨ hal-02318323 ⟩

Classifier Training from a Generative Model

Thanh Dat Pham, Anuvabh Dutt, Denis Pellerin, Georges Quénot. Classifier Training from a Generative Model. CBMI 2019 - 17th International Conference on Content-Based Multimedia Indexing, Sep 2019, Dublin, Ireland. ⟨ hal-02318327 ⟩

Reconstruction 3D légère et basse résolution en environnements intérieurs à partir de caméra RGB-D

Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin. Reconstruction 3D légère et basse résolution en environnements intérieurs à partir de caméra RGB-D. XXVIIème colloque GRETSI (GRETSI 2019), Aug 2019, Lille, France. ⟨ hal-02285975 ⟩

Coupled Ensembles of Neural Networks

Anuvabh Dutt, Georges Quénot, Denis Pellerin. Coupled Ensembles of Neural Networks. Neurocomputing, Elsevier, 2019, ⟨ 10.1016/j.neucom.2018.10.092 ⟩. ⟨ hal-02088253 ⟩

A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping

Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin. A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping. VISAPP 2019 - International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic. ⟨ hal-02068740 ⟩

Coupled Ensembles of Neural Networks

Georges Quénot, Anuvabh Dutt, Denis Pellerin. Coupled Ensembles of Neural Networks. International Conference on Content-Based Multimedia Indexing (CBMI 2018), Sep 2018, La Rochelle, France. ⟨ hal-01887699 ⟩

Coupled Ensembles of Neural Networks

Anuvabh Dutt, Denis Pellerin, Georges Quénot. Coupled Ensembles of Neural Networks. Sixth International Conference on Learning Representations - Workshop Track (ICLR 2018), Apr 2018, Vancouver, Canada. ⟨ hal-01887644 ⟩

Prototyping and Evaluating Sensory Substitution Devices by Spatial Immersion in Virtual Environments

Aziliz Guezou-Philippe, Sylvain Huet, Denis Pellerin, Christian Graff. Prototyping and Evaluating Sensory Substitution Devices by Spatial Immersion in Virtual Environments. 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), Jan 2018, Funchal, Portugal. ⟨ 10.5220/0006637705960602 ⟩. ⟨ hal-01663686 ⟩

ENCADREMENT DE THESES / PhD THESIS SUPERVISED
Prénom NOM Date d'entrée en thèse Sujet Ecole doctorale
QUAN Weize01/03/2018Digital image authentication based on deep learningEEATS

Grenoble Images Parole Signal Automatique laboratoire

UMR 5216 CNRS - Grenoble INP - Université Joseph Fourier - Université Stendhal