Smart laser weeding system

Chia Yuan Chang, Chia Ying Chang, Xin Ni Huang, Tzu Cheng Huang, Chi Yuan Wu, Tsai Wei Chang, Yeun Chung Lee, Chun Lin Lu, Ken Y. Hsu, Kan Shu Chen, Tsui Hsia Weng, Shean Jen Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Mechanical weeding is a necessary means to produce organic soybean in vast area and is the most effective for seedling of weed. However, the growth of weed is inconsistent; we must rely on the quantity of closely weeding to achieve the expected results. Organic cultivation adopts strip planting to reduce the cost of weeding, and uses the cultivator to remove weeds. This operation is slow and with high cost, and the artificial weeding is necessary in the later stage. In contrast, the field weeding robot can provide mechanical or physical prevention of weeds via monitor and image analysis. Therefore, this study aims to effectively increase production and solve the problems of labor shortage and high cost on labors by combining an unmanned ground vehicle with a developing smart laser weeding system for autonomous precise weeding. An intelligent image recognition is adopted to identify the position of the weed, and then through the laser tissue fibrosis to achieve the goal of precise weeding.

Original languageEnglish
Title of host publicationPhotonic Fiber and Crystal Devices
Subtitle of host publicationAdvances in Materials and Innovations in Device Applications XIII
EditorsShizhuo Yin, Ruyan Guo
PublisherSPIE
ISBN (Electronic)9781510629394
DOIs
StatePublished - 9 Sep 2019
EventPhotonic Fiber and Crystal Devices: Advances in Materials and Innovations in Device Applications XIII 2019 - San Diego, United States
Duration: 11 Aug 201912 Aug 2019

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11123
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferencePhotonic Fiber and Crystal Devices: Advances in Materials and Innovations in Device Applications XIII 2019
CountryUnited States
CitySan Diego
Period11/08/1912/08/19

Keywords

  • Agriculture development.
  • Image positioning technology
  • Image recognition
  • Weeds

Fingerprint Dive into the research topics of 'Smart laser weeding system'. Together they form a unique fingerprint.

  • Cite this

    Chang, C. Y., Chang, C. Y., Huang, X. N., Huang, T. C., Wu, C. Y., Chang, T. W., Lee, Y. C., Lu, C. L., Hsu, K. Y., Chen, K. S., Weng, T. H., & Chen, S. J. (2019). Smart laser weeding system. In S. Yin, & R. Guo (Eds.), Photonic Fiber and Crystal Devices: Advances in Materials and Innovations in Device Applications XIII [111230X] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 11123). SPIE. https://doi.org/10.1117/12.2532014