Search Results - "Lecellier, François"

Deep multimodal learning for cross-modal retrieval: One model for all tasks by Beltrán, L. Viviana Beltrán, Caicedo, Juan C., Journet, Nicholas, Coustaty, Mickaël, Lecellier, François, Doucet, Antoine

“…•Study of VQA systems for cross-modal retrieval tasks.•Baselines in several classification and cross-modal tasks for well know databases.•Evaluation of…”
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Adaptive features selection for expert datasets: A cultural heritage application by Michaud, Dorian, Urruty, Thierry, Carré, Philippe, Lecellier, François

“…Image Retrieval is still a very active field of image processing as the number of available image datasets continuously increases. One of the principal…”
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Evaluation of local and global descriptors for emotional impact recognition by Gbèhounou, Syntyche, Lecellier, François, Fernandez-Maloigne, Christine

“…[Display omitted] •We studied an emotion extraction based on image low level features on a new natural image database and on IAPS.•We organized subjective…”
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Improving retrieval framework using information gain models by Le, Huu Ton, Urruty, Thierry, Gbèhounou, Syntyche, Lecellier, François, Martinet, Jean, Fernandez-Maloigne, Christine

“…Content-based image retrieval systems are meant to retrieve the most similar images of a collection to a query image. One of the most well-known models widely…”
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Region-Based Active Contours with Exponential Family Observations by Lecellier, François, Fadili, Jalal, Jehan-Besson, Stéphanie, Aubert, Gilles, Revenu, Marinette, Saloux, Eric

“…In this paper, we focus on statistical region-based active contour models where image features (e.g. intensity) are random variables whose distribution belongs…”
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Improvement of natural image search engines results by emotional filtering by Denis, Patrice, Courboulay, Vincent, Revel, Arnaud, Gbèhounou, Syntyche, Lecellier, François, Fernandez-Maloigne, Christine

“…With the Internet 2.0 era, managing user emotions is a problem that more and more actors are interested in. Historically, the first notions of emotion sharing…”
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Lena, une référence en traitement d’images by Lecellier, François, Fernandez-Maloigne, Christine

“…Image originale de Lena. Afin de tester les différents algorithmes développés, les traiteurs d’images ont besoin d’images comportant des caractéristiques bien…”
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Full-Vector Gradient for Multi-Spectral or Multivariate Images by Chatoux, Hermine, Richard, Noel, Lecellier, Francois, Fernandez-Maloigne, Christine

“…Gradient extraction is important for a lot of metrological applications, such as control quality by vision. In this paper, we propose a full-vector gradient…”
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From Voxel to Gene: A Scoping Review on MRI Radiogenomics' Artificial Intelligence Predictions in Adult Gliomas and Glioblastomas-The Promise of Virtual Biopsy? by Le Guillou Horn, Xavier Maximin, Lecellier, François, Giraud, Clement, Naudin, Mathieu, Fayolle, Pierre, Thomarat, Céline, Fernandez-Maloigne, Christine, Guillevin, Rémy

“…Gliomas, including the most severe form known as glioblastomas, are primary brain tumors arising from glial cells, with significant impact on adults,…”
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Lena, une référence en traitement d’images by Lecellier, François, Fernandez-Maloigne, Christine

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Statistical region-based active contours for segmentation: An overview by Lecellier, F, Jehan-Besson, S, Fadili, J

“…Abstract In this paper we propose a brief survey on geometric variational approaches and more precisely on statistical region-based active contours for medical…”
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Image database indexing: Emotional impact assessing by Gbehounou, Syntyche, Lecellier, François, Fernandez-Maloigne, Christine

“…The goal of my PhD was to propose an efficient approach for emotional impact recognition based on CBIR techniques (descriptors, image representation). The main…”
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Comparison of 2D and 3D region-based deformable models and random walker methods for PET segmentation by Gosse, Kevin, Jehan-Besson, Stephanie, Lecellier, Francois, Ruan, Su

“…In this paper, we propose to compare different methods for tumor segmentation in positron emission tomography (PET) images. We first propose to tackle this…”
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Comparative study of descriptors with dense key points by Chatoux, Hermine, Lecellier, Francois, Fernandez-Maloigne, Christine

“…A great deal of features detectors and descriptors are proposed every years for several computer vision applications. In this paper, we concentrate on dense…”
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Le travail des images dans la démarche de recherche by Bajard, Flora, Brouquet, Sophie, Buob, Baptiste, Dehesdin, Thierry, Fernandez-Maloigne, Christine, Jonas, Irène, Kaczor, Laurent, Lecellier, François, Lombard, Jacques, Mège, Arnaud, Meyer, Michaël, Michel, Alain P, Nerrière, Xavier, Olivier de Sardan, Jean-Pierre, Papinot, Christian, Schwarz, Natalie, Veloso, Luísa, Vidal, Frédéric

“…Produire et/ou utiliser des images dans les démarches de recherche sur les mondes du travail sont des voies d’accès à la connaissance qui se développent dans…”
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Region-based active contours and sparse representations for texture segmentation by Lecellier, F., Fadili, J., Jehan-Besson, S., Revenu, M., Aubert, G.

“…In this paper we propose a rigorous framework for texture image segmentation relying on region-based active contours (RBAC) and sparse texture representation…”
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Multi-view visual saliency-based MRI classification for alzheimer's disease diagnosis by Ben-Ahmed, Olfa, Lecellier, Francois, Paccalin, Marc, Fernandez-Maloigne, Christine

“…Visual inspection is the first step performed by clinicians during evaluation of medical images in image-based diagnosis. This behavior can be automated using…”
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Statistical region-based active contours with exponential family observations by Lecellier, François, Jehan-Besson, Stéphanie, Fadili, Jalal, Aubert, Gilles, Revenu, Marinette

“…In this paper, we focus on statistical region-based active contour models where image features (e.g. intensity) are random variables whose distribution belongs…”
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Region-based active contour with noise and shape priors by Lecellier, François, Jehan-Besson, Stéphanie, Fadili, Jalal, Aubert, Gilles, Revenu, Marinette, Saloux, Eric

“…In this paper, we propose to combine formally noise and shape priors in region-based active contours. On the one hand, we use the general framework of…”
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