Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN

Original language	English
Publication status	Published - 26 Sept 2018
Event	The Netherlands Conference on Computer Vision - Eindhoven, Netherlands Duration: 26 Sept 2018 → 27 Sept 2018 http://nccv18.nl/program/

Conference/symposium

Conference/symposium	The Netherlands Conference on Computer Vision
Abbreviated title	NCCV18
Country/Territory	Netherlands
City	Eindhoven
Period	26/09/18 → 27/09/18
Internet address	http://nccv18.nl/program/

Access to Document

• https://edepot.wur.nl/463461

Datasets

• Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection

  Nieuwenhuizen, A. T. (Creator), Hemming, J. (Creator), Janssen, D. (Creator), Suh, H. K. (Creator), Bosmans, L. (Creator), Sluydts, V. (Creator), Brenard, N. (Creator), Rodríguez , E. (Creator) & Tellez, M. D. M. (Creator), Wageningen University & Research, 15 Mar 2019

  DOI: 10.4121/uuid:8b8ba63a-1010-4de7-a7fb-6f9e3baf128e

  Dataset

Projects

• 1 Finished

Projects per year

• EU-2017-06 PeMaTo (BO-50-001-009, BO-25.10-001-012)

  Hemming, J. (Project Leader)

  1/01/17 → 31/12/19

  Project: LVVN project

  • Whitefly 100%
  • Bug 100%
  • Neural Network 100%
  • Sticky Traps 100%

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Nieuwenhuizen, A. T., Hemming, J., & Suh, H. K. (2018). Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN. Poster session presented at The Netherlands Conference on Computer Vision, Eindhoven, Netherlands. https://edepot.wur.nl/463461

Nieuwenhuizen, A.T. ; Hemming, J. ; Suh, H.K. / Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN. Poster session presented at The Netherlands Conference on Computer Vision, Eindhoven, Netherlands.

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title = "Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN",

author = "A.T. Nieuwenhuizen and J. Hemming and H.K. Suh",

year = "2018",

month = sep,

day = "26",

language = "English",

note = "The Netherlands Conference on Computer Vision, NCCV18 ; Conference date: 26-09-2018 Through 27-09-2018",

url = "http://nccv18.nl/program/",

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Nieuwenhuizen, AT, Hemming, J & Suh, HK 2018, 'Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN', The Netherlands Conference on Computer Vision, Eindhoven, Netherlands, 26/09/18 - 27/09/18. <https://edepot.wur.nl/463461>

Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN. / Nieuwenhuizen, A.T.; Hemming, J.; Suh, H.K.
2018. Poster session presented at The Netherlands Conference on Computer Vision, Eindhoven, Netherlands.

Research output: Contribution to conference › Poster › Academic

TY - CONF

T1 - Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN

AU - Nieuwenhuizen, A.T.

AU - Hemming, J.

AU - Suh, H.K.

PY - 2018/9/26

Y1 - 2018/9/26

M3 - Poster

T2 - The Netherlands Conference on Computer Vision

Y2 - 26 September 2018 through 27 September 2018

ER -

Nieuwenhuizen AT, Hemming J, Suh HK. Detection and classification of insects on stick-traps in a tomato crop using Faster R-CNN. 2018. Poster session presented at The Netherlands Conference on Computer Vision, Eindhoven, Netherlands.