Publications

NB: This list has been extracted from the HAL website ; therefore, it only includes publications that were uploaded to that site and explicitly mention the team name.

2024

Collenne, Jules; Monnier, Jilliana; Iguernaissi, Rabah; Nawaf, Motasem; Richard, Marie-Aleth; Grob, Jean-Jacques; Gaudy-Marqueste, Caroline; Dubuisson, Séverine; Merad, Djamal

Fusion between an Algorithm Based on the Characterization of Melanocytic Lesions' Asymmetry with an Ensemble of Convolutional Neural Networks for Melanoma Detection Journal Article

In: Journal of Investigative Dermatology, 2024.

Links | BibTeX

2023

Oucherif, Sabrine Djedjiga; Nawaf, Mohamad Motasem; Boï, Jean-Marc; Nicod, Lionel; Merad, Djamal; Dubuisson, Séverine

Facial Expression Recognition Using Light Field Cameras: A Comparative Study of Deep Learning Architectures Proceedings Article

In: 2023 IEEE International Conference on Image Processing (ICIP 2023), pp. 3324-3328, IEEE, Kuala Lumpur, Malaysia, 2023.

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Collenne, Jules; Iguernaissi, Rabah; Dubuisson, Séverine; Merad, Djamal

Enhancing Anomaly Detection in~Melanoma Diagnosis Through Self-Supervised Training and~Lesion Comparison Proceedings Article

In: Machine Learning in Medical Imaging, pp. 155-163, Springer Nature Switzerland, Vancouver, BC, Canada, 2023.

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Hostin, Marc-Adrien; Attarian, Shahram; Bendahan, David; Bellemare, Marc-Emmanuel

ConText-GAN: using contextual texture information for realistic and controllable medical image synthesis* Proceedings Article

In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), IEEE EMBS IEEE, Pittsburgh, United States, 2023.

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Moudafi, Abdellatif

On an Extension of a Spare Regularization Model Unpublished

2023, (working paper or preprint).

Links | BibTeX

Moudafi, Abdellatif

A note on zeroes of the sum of two maximal monotone operators Unpublished

2023, (working paper or preprint).

Links | BibTeX

Moudafi, Abdellatif

A slight look on a new fixed-point problem Unpublished

2023, (working paper or preprint).

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Oucherif, Sabrine; Nawaf, Mohamad Motasem; Nicod, Lionel; Boi, Jean-Marc; Torrésani, Bruno; Merad, Djamal; Dubuisson, Séverine

Étude comparative de réseaux de neurones pour la reconnaissance des émotions avec les images plénoptiques Proceedings Article

In: Colloque GRETSI - Traitement du Signal et des Images, Grenoble (38000), France, 2023.

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Djedjiga, Sabrine; Nawaf, Mohamad Motasem; Boï, Jean-Marc; Nicod, Lionel; Merad, Djamal; Dubuisson, Séverine

Étude comparative de réseaux de neurones pour la reconnaissance des émotions avec les images plénoptiques Proceedings Article

In: Colloque GRETSI-Traitement du Signal et des Images 2023, Grenoble, France, 2023.

Links | BibTeX

Hostin, Marc-Adrien; Sivtsov, Vladimir; Attarian, Shahram; Bendahan, David; Bellemare, Marc-Emmanuel

Context-Gan: Controllable Context Image Generation Using Gans Proceedings Article

In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), IEEE, Cartagena, Colombia, 2023.

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Hostin, Marc-adrien; Ogier, Augustin C.; Michel, Constance P.; Fur, Yann Le; Guye, Maxime; Attarian, Shahram; Fortanier, Etienne; Bellemare, Marc-Emmanuel; Bendahan, David

The Impact of Fatty Infiltration on MRI Segmentation of Lower Limb Muscles in Neuromuscular Diseases: A Comparative Study of Deep Learning Approaches Journal Article

In: Journal of Magnetic Resonance Imaging, 2023.

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Ogier, Augustin C.; Rapacchi, Stanislas; Bellemare, Marc-Emmanuel

Four-dimensional reconstruction and characterization of bladder deformations Journal Article

In: Computer Methods and Programs in Biomedicine, vol. 237, pp. 107569, 2023.

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Franchi, Gianni; Bursuc, Andrei; Aldea, Emanuel; Dubuisson, Séverine; Bloch, Isabelle

Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1-13, 2023.

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2022

Gouabou, Arthur Cartel Foahom; Iguernaissi, Rabah; Damoiseaux, Jean-Luc; Moudafi, Abdellatif; Merad, Djamal

Rethinking decoupled training with bag of tricks for long-tailed recognition Proceedings Article

In: 2022 Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia, 2022.

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Franchi, Gianni; Yu, Xuanlong; Bursuc, Andrei; Aldea, Emanuel; Dubuisson, Séverine; Filliat, David

Latent Discriminant deterministic Uncertainty Proceedings Article

In: European Conference on Computer Vision (ECCV 2022), Tel Aviv,, Israel, 2022.

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Gouabou, Arthur Cartel Foahom; Iguernaissi, Rabah; Damoiseaux, Jean-Luc; Moudafi, Abdellatif; Merad, Djamal

End-to-End Decoupled Training: A Robust Deep Learning Method for Long-Tailed Classification of Dermoscopic Images for Skin Lesion Classification Journal Article

In: Electronics, vol. 11, no. 20, pp. 3275, 2022.

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Gouabou, Arthur Cartel Foahom; Iguernaissi, Rabah; Damoiseaux, Jean-Luc; Moudafi, Abdellatif; Merad, Djamal

HMLoss: Une fonction de coût robuste au déséquilibre des classes Miscellaneous

28ème Colloque Francophone de Traitement du Signal et des Images, 2022, (Poster).

Links | BibTeX

Moudafi, Abdellatif; Mainge, Paul-Emile

Copositivity meets D. C. optimization Bachelor Thesis

2022, ISSN: 2164-6066.

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Ogier, Augustin C.; Rapacchi, Stanislas; Bellemare, Marc-Emmanuel

Three-dimensional reconstruction and characterization of bladder deformations Miscellaneous

International Society for Magnetic Resonance in Medicine (ISMRM), 2022, (Poster).

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Makki, Karim; Bohi, Amine; Ogier, Augustin C.; Bellemare, Marc Emmanuel

Characterization of surface motion patterns in highly deformable soft tissue organs from dynamic MRI: An application to assess 4D bladder motion Journal Article

In: Computer Methods and Programs in Biomedicine, vol. 218, pp. 106708, 2022.

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Hostin, Marc-Adrien; Ogier, Augustin C.; Michel, Constance P.; Fur, Yann Le; Guye, Maxime; Attarian, Shahram; Bellemare, Marc-Emmanuel; Bendahan, David

Geometric and clinical evaluation of deep learning-based segmentation of individual lower limb muscles from patients with neuropathies Miscellaneous

International Society for Magnetic Resonance in Medicine (ISMRM), 2022, (Poster).

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Cornier, Alexandre; Pop, Sorina; Bonnet, Axel; Fernández, Enol; Ardizzone, Valeria

Integrating EGI Check-in the Virtual Imaging Platform Proceedings Article

In: International Symposium On Grids & Clouds (ISGC) 2022, En ligne, France, 2022.

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Gouabou, Arthur Cartel Foahom; Collenne, Jules; Monnier, Jilliana; Iguernaissi, Rabah; Damoiseaux, Jean-Luc; Moudafi, Abdellatif; Merad, Djamal

Computer Aided Diagnosis of Melanoma Using Deep Neural Networks and Game Theory: Application on Dermoscopic Images of Skin Lesions Journal Article

In: International Journal of Molecular Sciences, vol. 23, no. 22, pp. 13838, 2022.

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Moudafi, Abdellatif

A Regularization of DC Optimization. Journal Article

In: Pure and Applied Functional Analysis, 2022.

Links | BibTeX

Moudafi, Abdellatif

Proximal Linear Methods for DC CompositeMinimization Problems Journal Article

In: Journal of Applied and Numerical Optimization, 2022.

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Franchi, Gianni; Bursuc, Andrei; Aldea, Emanuel; Dubuisson, Séverine; Bloch, Isabelle

One Versus all for deep Neural Network Incertitude (OVNNI) quantification Journal Article

In: IEEE Access, 2022.

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Moudafi, Abdellatif

Critical point concepts: a fixed-point approach Unpublished

2022, (working paper or preprint).

Links | BibTeX

2021

Monnier, Jilliana; Gouabou, Arthur Cartel Foahom; Serdi, Meryem; Iguernaissi, Rabah; Gaudy-Marqueste, Caroline; Damoiseaux, Jean-Luc; Grob, Jean-Jacques; Merad, Djamal

Détection automatique du mélanome~: comparaison d'un algorithme fondé sur la caractérisation de l'aspect désordonné de lésions mélanocytaires mimant la pratique des dermatologues, avec une approche par CNN (Convolutional Neural Network) Journal Article

In: Annales de Dermatologie et de Vénéréologie - FMC, vol. 1, no. 8, pp. A135, 2021.

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Hostin, Marc-Adrien; Ogier, Augustin C.; Bellemare, Marc-Emmanuel

Fonction de perte basée sur les contours pour la segmentation d'IRM de vessie par apprentissage profond Miscellaneous

5ème congrès scientifique de la Société Francaise de Résonance Magnétique en Biologie et Médecine (SFRMBM), 2021, (Poster).

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Ogier, Augustin C.; Rapacchi, Stanislas; Bellemare, Marc-Emmanuel

Reconstruction et caractérisation 3D des déformations de la vessie Miscellaneous

5ème Congrès de la Société Française de Résonance Magnétique en Biologie et Médecine (SFRMBM), 2021, (Poster).

Links | BibTeX

Hostin, Marc-Adrien; Ogier, Augustin C.; Pirró, Nicolas; Bellemare, Marc-Emmanuel

Combining loss functions for deep learning bladder segmentation on dynamic MRI Proceedings

IEEE, 2021.

Links | BibTeX

Gouabou, Arthur Cartel Foahom; Damoiseaux, Jean-Luc; Monnier, Jilliana; Iguernaissi, Rabah; Moudafi, Abdellatif; Merad, Djamal

Ensemble Method of Convolutional Neural Networks with Directed Acyclic Graph Using Dermoscopic Images: Melanoma Detection Application Journal Article

In: Sensors, vol. 21, no. 12, pp. 3999, 2021.

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Soldati, Enrico; Escoffier, Lucas; Gabriel, Sophie; Ogier, Augustin C.; Chagnaud, Christophe; Mattei, Jean; Cammilleri, Serge; Bendahan, David; Guis, Sandrine

Assessment of in vivo bone microarchitecture changes in an anti-TNFα treated psoriatic arthritic patient Journal Article

In: PLoS ONE, vol. 16, no. 5, pp. e0251788, 2021.

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Madjarov, Ivan; Damoiseaux, Jean Luc; Iguernaissi, Rabah

Towards Designing a Li-Fi-Based Indoor Positioning and Navigation System in an IoT Context Book Section

In: Advances in Intelligent Systems and Computing, pp. 266-277, 2021.

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Parlak, Ismail Burak; Dubuisson, Séverine; Yurtöz, Çağatay Ünal; Majdoubi, Soukaina El; Harchli, Chaymae; Lazrak, Maha

Transformation of Smart Text Processing: Emoji Classification for Arabic and Turkish Languages Book Section

In: Innovations in Smart Cities Applications Volume 4, vol. 183, pp. 1503-1517, Springer International Publishing, 2021.

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Ogier, Augustin C.; Hostin, Marc-Adrien; Bellemare, Marc-Emmanuel; Bendahan, David

Overview of MR Image Segmentation Strategies in Neuromuscular Disorders Journal Article

In: Frontiers in Neurology, vol. 12, pp. 625308, 2021.

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Chatel, Benjamin; Ducreux, Sylvie; Harhous, Zeina; Bendridi, Nadia; Varlet, I.; Ogier, Augustin C.; Bernard, Monique; Gondin, Julien; Rieusset, Jennifer; Westerblad, Håkan; Bendahan, David; Gineste, Charlotte

Impaired aerobic capacity and premature fatigue preceding muscle weakness in the skeletal muscle Tfam KO mouse model Journal Article

In: Disease Models & Mechanisms, vol. 14, no. 9, 2021.

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Makki, Karim; Bohi, Amine; Ogier, Augustin C.; Bellemare, Marc-Emmanuel

A new geodesic-based feature for characterization of 3D shapes: application to soft tissue organ temporal deformations Proceedings

IEEE, 2021.

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Moudafi, Abdellatif

A semi-alternating algorithm for solving nonconvex split equality problems Journal Article

In: Numerical Functional Analysis and Optimization, vol. 42, no. 15, pp. 1747–1756, 2021.

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2020

Monnier, J.; Gouabou, A. C. Foahom; Gaudy-Marqueste, C.; Damoiseaux, J. -L.; Grob, J. -J.; Merad, D.

Impact d'un artefact fréquent sur la détection automatique du mélanome à partir d'images dermoscopiques~: approche deep learning combinée à l'algorithme Support Vector Machine Journal Article

In: Annales de Dermatologie et de Vénéréologie, vol. 147, no. 12, pp. A82, 2020.

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Franchi, Gianni; Bursuc, Andrei; Aldea, Emanuel; Dubuisson, Séverine; Bloch, Isabelle

Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification Proceedings Article

In: NeurIPS workshop on Bayesian Deep Learning, Vancouver, Canada, 2020.

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Nkengue, Marc Junior Pierre; Madjarov, Ivan; Damoiseaux, Jean-Luc; Iguernaissi, Rabah

A Hybrid Indoor Localization Framework in an IoT Ecosystem Proceedings Article

In: the 6th international Conference on Wireless Technologies, Embedded, and intelligent Systems, Fez, Morocco, 2020.

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Abele, R.; Damoiseaux, J. -L.; Fronte, D.; Liardet, P. -Y.; Boi, J. -M.; Merad, D.

Graph Matching Applied For Textured Pattern Recognition Proceedings Article

In: 2020 IEEE International Conference on Image Processing (ICIP), pp. 1451-1455, IEEE, Abu Dhabi, France, 2020.

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Nkengue, Marc Junior Pierre; Madjarov, Ivan; Luc, Jean; Iguernaissi, Rabah

A Hybrid Indoor Localization Framework in an IoT Ecosystem Proceedings Article

In: WITS 2020, Springer, FEZ, Morocco, 2020.

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Heskamp, Linda; Ogier, Augustin C.; Bendahan, David; Heerschap, Arend

Muscular fat infiltration in FSHD starts with a ‘‘fat burst'' near the distal tendon and advances towards the proximal tendon Miscellaneous

The 37th Annual Scientific Meeting of European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), 2020, (Poster).

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Abele, Raphael; Damoiseaux, Jean-Luc; Fronte, Daniele; Liardet, Pierre-Yvan; Boi, Jean-Marc; Merad, Djamal

Efficient Integrated Circuits Characterization Through Computer Vision Assistance Proceedings Article

In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), pp. 1247-1250, IEEE, Vienna, France, 2020.

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Heskamp, Linda; Ogier, Augustin C.; Bendahan, David; Heerschap, Arend

Muscular fat infiltration in FSHD starts with a ``fat burst'' near the distal tendon and advances towards the proximal tendon Miscellaneous

International Society for Magnetic Resonance in Medicine (ISMRM), 2020, (Poster).

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Monnier, J.; Tognetti, L.; Miyamoto, M.; Suppa, M.; Cinotti, E.; Fontaine, M.; Perez, J.; Cano, C. Orte; Yélamos, O.; Puig, S.; Dubois, Arnaud; Rubegni, P.; Marmol, V.; Malvehy, J.; Perrot, J. L.

In vivo characterization of healthy human skin with a novel, non-invasive imaging technique: line-field confocal optical coherence tomography Journal Article

In: Journal of the European Academy of Dermatology and Venereology, vol. 34, no. 12, pp. 2914-2921, 2020.

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Franchi, Gianni; Bursuc, Andrei; Aldea, Emanuel; Dubuisson, Séverine; Bloch, Isabelle

TRADI: Tracking deep neural network weight distributions Proceedings Article

In: 16th European Conference on Computer Vision. ECCV 2020, Online Event, France, 2020.

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Fortanier, Etienne; Ogier, Augustin C.; Delmont, Emilien; Lefebvre, Marie-noëlle; Viout, Patrick; Guye, Maxime; Bendahan, David; Attarian, Shahram

Quantitative assessment of sciatic nerve changes in CMT1A patients using magnetic resonance neurography Journal Article

In: European Journal of Neurology, vol. 27, no. 8, pp. 1382-1389, 2020.

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Bas, Joachim; Ogier, Augustin C.; Troter, Arnaud Le; Delmont, Emilien; Leporq, Benjamin; Pini, Lauriane; Guye, Maxime; Parlanti, Amandine; Lefebvre, Marie-noëlle; David, Bendahan; Attarian, Shahram

Fat fraction distribution in lower limb muscles of patients with CMT1A : A quantitative MRI study Journal Article

In: Neurology, 2020.

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Franchi, G.; Aldea, Emanuel; Dubuisson, Séverine; Bloch, Isabelle

Tracking hundreds of people in densely crowded scenes with particle filtering supervising deep convolutional neural networks Proceedings Article

In: IEEE International Conference on Image Processing (ICIP), Abu Dhabi, Unknown Region, 2020.

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Madjarov, Ivan; Damoiseaux, Jean-Luc; Iguernaissi, Rabah

An Improved Vision-Based Indoor Positioning Method Journal Article

In: IEEE Access, vol. 8, pp. 26941-26949, 2020.

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Secondulfo, Laura; Ogier, Augustin C.; Monte, Jithsa; Aengevaeren, Vincent; Bendahan, David; Nederveen, Aart; Strijkers, Gustav; Hooijmans, Melissa

Supervised segmentation framework for evaluation of diffusion tensor imaging indices in skeletal muscle Journal Article

In: NMR in Biomedicine, 2020.

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Bas, Joachim; Ogier, Augustin C.; Troter, Arnaud Le; Delmont, Emilien; Leporq, Benjamin; Pini, Lauriane; Guye, Maxime; Parlanti, Amandine; Lefebvre, Marie-Noëlle; Bendahan, David; Attarian, Shahram

Fat fraction distribution in lower limb muscles of patients with CMT1A Journal Article

In: Neurology, vol. 94, no. 14, pp. e1480-e1487, 2020.

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Moudafi, Abdellatif

About proximal-type methods for a class of nonmonotone operators Journal Article

In: Bulletin of the Iranian Mathematical Society, vol. 46, no. 1, pp. 115–125, 2020.

BibTeX

2019

Franchi, Gianni; Bursuc, Andrei; Aldea, Emmanuel; Dubuisson, Séverine; Bloch, Isabelle

TRADI: Tracking deep neural network weight distributions Technical Report

Telecom Paristech ; LTCI - Laboratoire Traitement et Communication de l'Information [Paris] 2019.

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Fouré, Alexandre; Ogier, Augustin C.; Guye, Maxime; Gondin, Julien; Bendahan, David

Muscle alterations induced by electrostimulation are lower at short quadriceps femoris length Journal Article

In: European Journal of Applied Physiology, vol. 120, pp. 325 - 335, 2019.

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Gineste, Charlotte; Ogier, Augustin C.; Varlet, Isabelle; Hourani, Zaynab; Bernard, Monique; Granzier, Henk; Bendahan, David; Gondin, Julien

In vivo characterization of skeletal muscle function in nebulin-deficient mice Journal Article

In: Muscle & Nerve, vol. 61, pp. 416 - 424, 2019.

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Ogier, Augustin C.; Heskamp, Linda; Michel, Constance P.; Fouré, Alexandre; Bellemare, Marc-Emmanuel; Troter, Arnaud; Heerschap, Arend; Bendahan, David

A novel segmentation framework dedicated to the follow-up of fat infiltration in individual muscles of patients with neuromuscular disorders Journal Article

In: Magnetic Resonance in Medicine, vol. 83, no. 5, pp. pp.1825-1836, 2019.

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Fouré, Alexandre; Troter, Arnaud Le; Ogier, Augustin C.; Guye, Maxime; Gondin, Julien; Bendahan, David

Areas of muscle tissue alteration can differ from activated regions during electrically-induced isometric contractions Miscellaneous

MYO-MRI, Imaging in Neuromuscular Disease, 2019, (Poster).

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Fortanier, Etienne; Ogier, Augustin C.; Lefebvre, Marie-Noëlle; Delmont, Émilien; Bendahan, David; Attarian, Shahram

Neurographie IRM quantitative de patients atteints d'une neuropathie de Charcot-Marie-Tooth de type 1A Miscellaneous

17es Journées de la Société Française de Myologie (JSFM), 2019, (Poster).

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Bas, Joachim; Ogier, Augustin C.; Troter, Arnaud Le; Delmont, Émilien; Leporq, Benjamin; Pini, Lauriane; Guye, Maxime; Parlanti, Amandine; Lefebvre, Marie-Noëlle; Bendahan, David; Attarian, Shahram

Fat fraction distribution in lower limb muscles of CMT1A patients: a quantitative MRI study Miscellaneous

MYO-MRI, Imaging in Neuromuscular Disease, 2019, (Poster).

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Abele, Raphael; Moubtahij, Redouane El; Fronte, Daniele; Liardet, Pierre-Yvan; Damoiseaux, Jean-Luc; Boi, Jean-Marc; Merad, Djamal

FMPOD: A Novel Focus Metric Based on Polynomial Decomposition for Infrared Microscopy Journal Article

In: IEEE Photonics Journal, vol. 11, no. 5, pp. 1-17, 2019.

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Franchi, Gianni; Aldea, Emanuel; Dubuisson, Séverine; Bloch, Isabelle

Crowd Behavior Characterization for Scene Tracking Proceedings Article

In: 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 1-8, IEEE, Taipei, Taiwan, 2019.

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Ogier, Augustin C.; Rapacchi, Stanislas; Troter, Arnaud Le; Bellemare, Marc-Emmanuel

Suivi dynamique 3D des organes pelviens - résultats préliminaires Miscellaneous

GRETSI, 2019, (Poster).

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Gouabou, Arthur Cartel Foahom; Heim, Frédéric; Damoiseaux, Jean-Luc

Apprentissage profond pour l'aide au diagnostic du mélanome à partir d'exemple Technical Report

Université de Haute-Alsace 2019.

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Fouré, Alexandre; Troter, Arnaud; Ogier, Augustin C.; Guye, Maxime; Gondin, Julien; Bendahan, David

Spatial difference can occur between activated and damaged muscle areas following electrically-induced isometric contractions Journal Article

In: The Journal of Physiology, vol. 597, no. 16, pp. 4227-4236, 2019.

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Ellefi, M Ben; Drap, P; Papini, O; Merad, D; Royer, J; Nawaf, M; Nocerino, E; Hyttinen, K; Sourisseau, Jean-Christophe; Gambin, T; Castro, F

Ontology-based Web tools for retrieving photogrammetric cultural heritage models Journal Article

In: ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XLII-2/W10, no. XLII-2/W10, pp. 31 - 38, 2019.

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Fouré, Alexandre; Pini, Lauriane; Rappacchi, Stanislas; Ogier, Augustin C.; Mattei, Jean-Camille; Bydder, Mark; Guye, Maxime; Bendahan, David

Ultrahigh-Field Multimodal MRI Assessment of Muscle Damage Journal Article

In: Journal of Magnetic Resonance Imaging, vol. 49, no. 3, pp. 904-906, 2019.

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Dapogny, Arnaud; Bailly, Kevin; Dubuisson, Séverine

Dynamic pose-robust facial expression recognition by multi-view pairwise conditional random forests Journal Article

In: IEEE Transactions on Affective Computing, vol. 10, no. 2, 2019.

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Jazouli, Maha; Majda, Aicha; Merad, Djamal; Aalouane, Rachid; Zarghili, Arsalane

Automatic detection of stereotyped movements in autistic children using the Kinect sensor Journal Article

In: International Journal of Biomedical Engineering and Technology (IJBET), vol. 29, no. 3, pp. 201, 2019.

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Iguernaissi, Rabah; Merad, Djamal; Aziz, Kheir-Eddine; Drap, Pierre

People tracking in multi-camera systems: a review Journal Article

In: Multimedia Tools and Applications, 2019.

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Ogier, Augustin C.; Rapacchi, Stanislas; Troter, Arnaud Le; Bellemare, Marc-Emmanuel

3D Dynamic MRI for Pelvis Observation - a First Step Proceedings

IEEE, 2019.

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2018

Ogier, Augustin C.; Heskamp, Linda; Fouré, Alexandre; Troter, Arnaud Le; Heerschap, Arend; Bendahan, David

Méthode de segmentation dédiée au suivi de l'infiltration en graisse des muscles individuels des patients atteints de maladies neuromusculaires Miscellaneous

16es Journées de la Société Française de Myologie (JSFM), 2018, (Poster).

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Ogier, Augustin C.; Heskamp, Linda; Fouré, Alexandre; Bellemare, Marc-Emmanuel; Troter, Arnaud Le; Heerschap, Arend; Bendahan, David

Semi-automatic segmentation of individual muscles in MR images: A new tool dedicated to the follow-up of patients with neuromuscular disorders Miscellaneous

International Society for Magnetic Resonance in Medicine (ISMRM), 2018, (Poster).

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Dapogny, Arnaud; Grossard, Charline; Hun, Stephanie; Serret, Sylvie; Bourgeois, Jérémy; Jean-Marie, Hedy; Foulon, Pierre; Ding, Huaxiong; Chen, Liming; Dubuisson, Séverine; Grynszpan, Ouriel; Cohen, David; Bailly, Kevin

JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions Proceedings Article

In: 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), pp. 723-730, IEEE, Xi'an, France, 2018.

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Dapogny, Arnaud; Bailly, Kevin; Dubuisson, Séverine

Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection Journal Article

In: International Journal of Computer Vision, vol. 126, pp. 255–271, 2018.

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Spodenkiewicz, Michel; Aigrain, Jonathan; Bourvis, Nadège; Dubuisson, Séverine; Chetouani, Mohamed; Cohen, David

Distinguish self- and hetero-perceived stress through behavioral imaging and physiological features Journal Article

In: Progress in Neuro-Psychopharmacology and Biological Psychiatry, vol. 82, pp. 107-114, 2018.

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Morel, Marion; Achard, Catherine; Kulpa, Richard; Dubuisson, Séverine

Time-series averaging using constrained dynamic time warping with tolerance Journal Article

In: Pattern Recognition, vol. 74, pp. 77-89, 2018.

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Fang, Sheng; Achard, Catherine; Dubuisson, Séverine

Modeling the synchrony between interacting people: application to role recognition Journal Article

In: Multimedia Tools and Applications, vol. 77, no. 1, pp. 503-518, 2018.

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Iguernaissi, Rabah; Merad, Djamal; Drap, Pierre

People Counting based on Kinect Depth Data Proceedings Article

In: 7th International Conference on Pattern Recognition Applications and Methods, pp. 364-370, SCITEPRESS - Science and Technology Publications, Funchal, France, 2018.

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Moudafi, Abdellatif; Gibali, Aviv

l 1-l 2 regularization of split feasibility problems Journal Article

In: Numerical Algorithms, vol. 78, pp. 739–757, 2018.

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Moudafi, Abdellatif

A reflected inertial Krasnoselskii-type algorithm for lipschitz pseudo-contractive mappings Journal Article

In: Bulletin of the Iranian Mathematical Society, vol. 44, pp. 1109–1115, 2018.

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2017

Pasquet, Jérôme; Demesticha, Stella; Skarlatos, Dimitrios; Merad, Djamal; Drap, Pierre

Amphora Detection Based on a Gradient Weighted Error in a Convolution Neuronal Network Proceedings Article

In: IMEKO International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2017, Lecce, Italy, 2017.

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Moubtahij, Redouane El; Merad, Djamal; Damoisaux, Jean-Luc; Drap, Pierre

Mine Detection Based on Adaboost and Polynomial Image Decomposition Book Section

In: Lecture Notes in Computer Science, pp. 660-670, 2017.

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Morel, Marion; Achard, Catherine; Kulpa, Richard; Dubuisson, Séverine

Automatic evaluation of sports motion: A generic computation of spatial and temporal errors Journal Article

In: Image and Vision Computing, vol. 64, pp. 67-78, 2017.

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Rihawi, Omar; Merad, Djamal; Damoiseaux, Jean-Luc

3D-AD: 3D-autism dataset for repetitive behaviours with kinect sensor Proceedings Article

In: 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 1-6, IEEE, Lecce, France, 2017.

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Iguernaissi, Rabah; Merad, Djamal; Drap, Pierre

People's Re-identification Across Multiple Non-overlapping Cameras by Local Discriminative Patch Matching Book Section

In: Image Analysis and Recognition, vol. 10317, pp. 190-197, Springer International Publishing, 2017.

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Drap, P.; Royer, J.; Nawaf, M.; Saccone, M.; Merad, D.; López-Sanz, À.; Ledoux, J.; Garrabou, J.

UNDERWATER PHOTOGRAMMETRY, CODED TARGET AND PLENOPTIC TECHNOLOGY: A SET OF TOOLS FOR MONITORING RED CORAL IN MEDITERRANEAN SEA IN THE FRAMEWORK OF THE ''PERFECT'' PROJECT Proceedings Article

In: 3D Virtual Reconstruction and Visualization of Complex Architectures, pp. 275-282, Nafplio, Greece, 2017.

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Dapogny, Arnaud; Bailly, Kevin; Dubuisson, Séverine

Multi-output random forests for facial action unit detection Proceedings Article

In: International Conference on Automatic Face and Gesture Recognition (FG 2017), pp. 1-8, Washington, United States, 2017.

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Moudafi, Abdellatif; Noor, Muhammad Aslam

A proximal method for equilibrium problems under growth conditions Journal Article

In: Afrika Matematika, vol. 28, pp. 669–676, 2017.

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2016

Aigrain, Jonathan; Dapogny, Arnaud; Bailly, Kevin; Dubuisson, Séverine; Detyniecki, Marcin; Chetouani, Mohamed

On leveraging crowdsourced data for automatic perceived stress detection Proceedings Article

In: ICMI 2016 - 18th ACM International Conference on Multimodal Interaction, pp. 113-120, ACM Press, Tokyo, Japan, 2016.

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Fang, Sheng; Achard, Catherine; Dubuisson, Séverine

Personality classification and behaviour interpretation: an approach based on feature categories Proceedings Article

In: the 18th ACM International Conference, pp. 225-232, ACM Press, Tokyo, France, 2016.

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Merad, Djamal; Drap, Pierre; Lufimpu-Luviya, Yannick; Iguernaissi, Rabah; Fertil, Bernard

Purchase behavior analysis through gaze and gesture observation Journal Article

In: Pattern Recognition Letters, vol. 81, pp. 21-29, 2016.

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Moudafi, Abdellatif

From Implicit Convex Feasibility to Convex Minimization Journal Article

In: Transactions on Mathematical Programming and Applications, vol. 5 (2017), no. 1, pp. 60-80, 2016.

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Namías, Rafael; D'amato, Juan Pablo; Fresno, Mariana; Vénere, Marcelo; Pirró, Nicola; Bellemare, Marc-Emmanuel

Multi-object segmentation framework using deformable models for medical imaging analysis Journal Article

In: Medical and Biological Engineering and Computing, vol. 54, no. 8, pp. 1181-1192, 2016.

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Dojat, Michel; Batrancourt, Bénédicte; Cointepas, Yann; Coulon, Olivier; Glatard, Tristan; Heitz, Fabrice; Kain, Michael; Barillot, Christian

Sharing Data and Image Processing Pipelines: The Information Analysis & Management initiative Proceedings Article

In: OHBM 2016 - 22nd Annual Meeting of the Organization for Human Brain Mapping, Geneve, Switzerland, 2016.

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Merad, Djamal; Aziz, Kheir-Eddine; Iguernaissi, Rabah; Fertil, Bernard; Drap, Pierre

Tracking multiple persons under partial and global occlusions: application to customers behavior analysis Journal Article

In: Pattern Recognition Letters, 2016, (doi:10.1016/j.patrec.2016.04.011).

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Dubuisson, Séverine; Gonzales, Christophe

A survey of datasets for visual tracking Journal Article

In: Machine Vision and Applications, vol. 27, no. 1, pp. 23-52, 2016.

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Aigrain, Jonathan; Spodenkiewicz, Michel; Dubuisson, Severine; Detyniecki, Marcin; Cohen, David; Chetouani, Mohamed

Multimodal stress detection from multiple assessments Journal Article

In: IEEE Transactions on Affective Computing, vol. PP, no. 99, pp. 1 - 1, 2016.

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2015

Aziz, Kheireddine; Merad, Djamel; Damoiseaux, Jean-Luc; Drap, Pierre

A Hybrid Architecture for Tracking People in Real-Time Using a Video Surveillance Camera : Application for Behavioural Marketing Journal Article

In: Signal & Image Processing : An International Journal, vol. 6, no. 6, pp. 01-11, 2015.

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Aigrain, Jonathan; Dubuisson, Séverine; Detyniecki, Marcin; Chetouani, Mohamed

Person-specific behavioural features for automatic stress detection Proceedings Article

In: IEEE Conference on Automatic Face and Gesture Recognition, Ljubljana, Slovenia, 2015.

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2014

Namias, R.; Bellemare, M. -E.; Rahim, M.; Pirró, N.

Uterus segmentation in dynamic MRI using LBP texture descriptors Proceedings Article

In: SPIE Medical Imaging, pp. 90343W, San Diego, France, 2014.

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Graciano, A. B.; Dubuisson, Séverine; Bloch, Isabelle; Kloeckner, Anja

Towards Automated Video Analysis of Sensorimotor Assessment Data Proceedings Article

In: International Conference on Pattern Recognition Applications and Methods (ICPRAM), pp. 735-740, Angers, France, 2014.

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2013

Rahim, Mehdi; Bellemare, Marc-Emmanuel; Bulot, Rémy; Pirró, Nicolas

A Diffeomorphic Mapping Based Characterization of Temporal Sequences: Application to the Pelvic Organ Dynamics Assessment Journal Article

In: Journal of Mathematical Imaging and Vision, vol. 47, no. 1-2, pp. 151-164, 2013.

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2010

Widynski, Nicolas; Dubuisson, Séverine; Bloch, Isabelle

Particle filtering with fuzzy spatial relations for object tracking Proceedings Article

In: 2nd International Conference on Image Processing Theory Tools and Applications (IPTA'10), pp. 391-396, IEEE, Paris, France, 2010.

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Widynski, Nicolas; Dubuisson, Séverine; Bloch, Isabelle

Intégration d'informations spatiales floues dans le filtre particulaire : application au suivi de formes Proceedings Article

In: Congrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'10), pp. 591-598, Caen, France, 2010.

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2008

Drap, Pierre; Seinturier, Julien; Giuseppe., Conte; Andrea., Caiti; David., Scaradozzi; Zanoli, Silvia. Maria; Pamela., Gambogi

Underwater cartography for archaeology in the VENUS project Journal Article

In: Geomatica, The Journal of Geospatial Information Science, Technology And Practice, vol. 62, no. 4, pp. 419–428, 2008, (Canadian Institute of Geomatics Special issue on Marine Geomatics).

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2007

Seinturier, Julien

Fusion de connaissances : Applications aux relevés photogrammétriques de fouilles archéologiques sous-marines PhD Thesis

Université du Sud Toulon Var, 2007.

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2003

Merad, Djamal; Lelandais, S.; Mallem, M.; Triboulet, J.

Adaptive vision system for high velocity tooling machines Proceedings Article

In: Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings., pp. 545-548 vol.1, IEEE, Paris, France, 2003.

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2001

Merad, Djamal; Triboulet, J.; Chedebois, A.; Mallem, M.; Fioroni, C.; Passemard, J. R.

Diagnostic assistance using oriented vision system for high velocity tooling machines Proceedings Article

In: ETFA 2001. 2001 8th International Conference on Emerging Technologies and Factory Automation., pp. 791-794, IEEE, Antibes-Juan les Pins, France, 2001.

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