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).
Document type :
Conference papers
Complete list of metadatas

Cited literature [7 references]  Display  Hide  Download

https://hal.inria.fr/inria-00515624
Contributor : Ikhlef Bechar <>
Submitted on : Wednesday, September 8, 2010 - 2:23:40 PM
Last modification on : Saturday, January 27, 2018 - 1:30:48 AM
Long-term archiving on : Thursday, December 9, 2010 - 2:31:15 AM

File

on_line_counting_of_wf_ICPR_wo...
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00515624, version 1

Collections

Citation

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, Bob Fisher, Aug 2010, Istanbul, Turkey. ⟨inria-00515624⟩

Share

Metrics

Record views

318

Files downloads

144