Skip to main content

Validation of a Multisensory System for Fruit Harvesting Robots in Lab Conditions

  • Chapter
  • 2958 Accesses

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 252))

Abstract

This paper presents a multisensory system for the detection and localisation of fruits that are candidates to be harvested by a robotic manipulator. The devices that have been selected as primary sensors for this purpose are a high resolution colour camera, a multispectral imaging system that consists of a motorised filter wheel, and a Time-Of-Flight 3D camera. A controlled lighting system completes the set-up. The progressive RGB camera and the multispectral imaging system acquire the basic data inputs for the detection of areas of interest that belong to the fruits, whereas the Time-Of-Flight 3D camera provides fast acquisition of accurate distances enabling the localisation of the targets in the coordinate space. Several experimental tests have been carried out in laboratory conditions in order to evaluate the capabilities of the proposed multisensory system.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Sarig, Y.: Robotics of Fruit Harvesting. Journal of Agricultural Engineering Research 54, 265–280 (1990)

    Article  Google Scholar 

  2. Parrish, E., Goksel, A.: Pictorial Pattern Recognition Applied to Fruit Harvesting. Trans. ASAE 20, 8222–8827 (1977)

    Article  Google Scholar 

  3. Slaughter, D., Harrel, R.C.: Color vision in robotic fruit harvesting. Transactions of the ASAE 30(4), 1144–1148 (1987)

    Article  Google Scholar 

  4. Slaughter, D., Harrel, R.C.: Discriminating fruit for robotic harvest using color in natural outdoor scenes. Transactions of the ASAE 32(2), 757–763 (1989)

    Article  Google Scholar 

  5. Whittaker, D., Miles, G.E., Mitchell, O.R., Gaultney, L.D.: Fruit location in a partially occluded image. Transactions of the ASAE 30, 591–597 (1987)

    Article  Google Scholar 

  6. Kassay, L.: Hungarian robotic apple harvester. Paper ASAE Nº 92-7042 St. Joseph, MI 49085, 1–14 (1992)

    Google Scholar 

  7. Buemi, F., Massa, M., Sandini, G.: Agrobot: a robotic system for greenhouse operations. In: 4th Workshop on Robotics in Agriculture, IARP, Toulouse, pp. 172–184 (1985)

    Google Scholar 

  8. Jiménez, A., Ceres, R., Pons, J.: A vision system based on a laser range-finder applied to robotic fruit harvesting. Machine Vision and Applications 11(6), 321–329 (2000)

    Article  Google Scholar 

  9. Jiménez, A., Ceres, R., Pons, J.: A survey of computer vision methods for locating fruits on trees. Transactions of the ASAE 43(6), 1911–1920 (2000)

    Article  Google Scholar 

  10. Ruizendaal, J.: Fruit visibility analysis for different camera positions in sweet peppers. Thesis Farm Technology, MSc Agricultural and Bioresource Engineering, Wageningen University (2011)

    Google Scholar 

  11. Hemming, J., Bac, W., van Tuijl, B.: Fruit detectability analysis for different camera positions in sweet pepper harvesting. In: Proceedings of the International Conference of Agricultural Engineering, CIGR-AgEng 2012, Valencia Spain, July 8-12 (2012)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Roemi Fernández .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Fernández, R., Salinas, C., Montes, H., Sarria, J., Armada, M. (2014). Validation of a Multisensory System for Fruit Harvesting Robots in Lab Conditions. In: Armada, M., Sanfeliu, A., Ferre, M. (eds) ROBOT2013: First Iberian Robotics Conference. Advances in Intelligent Systems and Computing, vol 252. Springer, Cham. https://doi.org/10.1007/978-3-319-03413-3_36

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-03413-3_36

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-03412-6

  • Online ISBN: 978-3-319-03413-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics