Visual Search

Retinotopy improves the categorisation and localisation of visual objects in CNNs

as was presented at the 32nd International Conference on Artificial Neural Networks (ICANN 2023) in Heraklion (Greece).

this proceedings paper follows up the poster presented in :
Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet (2023). Retinotopy improves the categorisation and localisation of visual objects in CNNs. In preparation.
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Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet
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Retinotopy improves the categorisation and localisation of visual objects in CNNs

Retinotopy improves the categorisation and localisation of visual objects in CNNs

as was presented at the Computational Cognitive Neuroscience Society Meeting 2023 in Oxford

see a follow-up presentation in:
Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet (2023). Retinotopy improves the categorisation and localisation of visual objects in CNNs. 32nd International Conference on Artificial Neural Networks (ICANN 2023).
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Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet
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Ultra-rapid visual search in natural images using active deep learning

👉🏼 Jean-Nicolas Jérémie @JnJerem
📍Poster session at #FENS2022
🎯 Ultra-rapid visual search in natural images using active deep learning.#FENSAmbassador @SocNeuro_Tweets @laurentperrinet 1/2 pic.twitter.com/ldGJMCQb4c
— Mélina Cordeau (@CordeauMelina) July 11, 2022

This work extends to natural scenes a previous work on visual search on a simplified task formulated in
Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet (2020). A dual foveal-peripheral visual processing model implements efficient saccade selection. Journal of Vision.
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Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet
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Ultra-rapid visual search in natural images using active deep learning

Visual search, that is, the simultaneous localization and detection of a visual target of interest, is a vital task. Applied to the …

Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet

Retinotopic mapping improves the reliability of image classification

Follows a previous work
Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet (2020). A dual foveal-peripheral visual processing model implements efficient saccade selection. Journal of Vision.
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Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U Perrinet
Last updated on 2022-05-20
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Visual search as active inference

a follow-up of:
Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet (2020). A dual foveal-peripheral visual processing model implements efficient saccade selection. Journal of Vision.
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Emmanuel Daucé, Laurent U Perrinet
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A dual foveal-peripheral visual processing model implements efficient saccade selection

In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …

Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet

Learning where to look: a foveated visuomotor control model

In computer vision, the visual search task consists in extracting a scarce and specific visual information (the target) from a large …

Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet

2019-07-15