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Frame-by-frame crowd motion classification from affine motion models
International audience -
Minimization of calibrated loss functions for image classification
Image classification becomes a big challenge since it concerns on the one hand millions or billions of images that are available on the web and on the other hand... -
Learning Deep Visual Representations
Recent advancements in the areas of deep learning and visual information processing have presented an opportunity to unite both fields. These complementary fields... -
Conceptual Feedback for Semantic Multimedia Indexing
International audience -
Reclassement sémantique pour l'indexation de documents multimédia
International audience -
Clustering based re-scoring for semantic indexing of multimedia documents.
International audience -
Minimal partitions and image classification using a gradient-free perimeter a...
In this paper we propose a new optimal partition algorithm and show applications to multilabel image classification problems. Possibly noisy and blurred greyscale and... -
Classification of biological cells using bio-inspired descriptors
International audience -
Biological cells classification using bio-inspired descriptor in a boosting k...
International audience -
Histograms of Pattern Sets for Image Classification and Object Recognition
International audience -
Discovering and Aligning Discriminative Mid-Level Features for Image Classifi...
International audience -
Enhanced image and video representation for visual recognition
The subject of this thesis is about image and video representations for visual recognition. This thesis first focuses on image search, both for image and textual...
