On-line counting of pests in a greenhouse using computer vision

Abstract : This article is concerned with the on-line counting of some harmful insects in videos in the framework of in situ video-surveillance that aims at the early detection of pest attacks in greenhouse crops. The challenges mainly concern the tiny resolution and color contrast of the insects of interest in the videos, the outdoor issues and the quasi-real time constraints. Thus, we propose a complete video-processing chain that can cope with such challenges quite satisfactorily while yielding an acceptable performance. The system has been validated off-line against many recorded videos for the whiteflie species (one potential harmful pest species).
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Communication dans un congrès
VAIB 2010 - Visual Observation and Analysis of Animal and Insect Behavior, Aug 2010, Istanbul, Turkey. 2010
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https://hal.inria.fr/inria-00515624
Contributeur : Ikhlef Bechar <>
Soumis le : mercredi 8 septembre 2010 - 14:23:40
Dernière modification le : samedi 27 janvier 2018 - 01:30:48
Document(s) archivé(s) le : jeudi 9 décembre 2010 - 02:31:15

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  • HAL Id : inria-00515624, version 1

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Ikhlef Bechar, Sabine Moisan. On-line counting of pests in a greenhouse using computer vision. VAIB 2010 - Visual Observation and Analysis of Animal and Insect Behavior, Aug 2010, Istanbul, Turkey. 2010. 〈inria-00515624〉

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