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Practical Scheduling of Computer Vision Functions
Adrien Chan-Hon-Tong, Stéphane Herbin
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Hard Negative Mining for Metric Learning Based Zero-Shot Classification
Zero-Shot learning has been shown to be an efficient strategy for domain adaptation. In this context, this paper builds on the recent …
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
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Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classiffication
This paper addresses the task of zero-shot image classification. The key contribution of the proposed approach is to control the …
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
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Absolute Geo-Localization Thanks to Hidden Markov Model and Exemplar-Based Metric Learning
This paper addresses the problem of absolute visual ego-localization of an autonomous vehicle equipped with a monocular camera that has …
Cedric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
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Benchmarking Classification of Earth-Observation Data: From Learning Explicit Features to Convolutional Networks
Adrien Lagrange, Bertrand Le Saux, Anne Beaupere, Alexandre Boulch, Adrien Chan-Hon-Tong, Stéphane Herbin, Hicham Randrianarivo, Marin Ferecatu
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Exemplar Based Metric Learning for Robust Visual Localization
This paper presents an exemplar based metric learning framework dedicated to robust visual localization in complex scenes, e.g. street …
Cedric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
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Robust Fusion of Trackers Using Online Drift Prediction
Visual object tracking is a standard function of computer vision that has been the source of numerous propositions. This diversity of …
Isabelle Leang, Stéphane Herbin, Benoît Girard, Jacques Droulez
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Tracking Based Sparse Box Proposal for Time Constraint Detection in Video Stream
Search and Rescue or surveillance applications from en embedded moving camera yield challenging computer vision problems as both very …
Adrien Chan-Hon-Tong, Stéphane Herbin
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Global Robot Ego-localization Combining Image Retrieval and HMM-based Filtering
This paper addresses the problem of global visual ego-localization of a robot equipped with a monocular camera that has to navigate …
Cédric Le Barz, Nicolas Thome, Matthieu Cord, Stéphane Herbin, Martial Sanfourche
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Fine-Grained Recognition by Sequential Hypothesis Rejection and Foveated Vision on Parts
Visual foveation is the association of a spatially variant resolution sensor – the retina – and a dynamic controlled …
Stéphane Herbin
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