Development of mobile RoboVision with stereo camera for automatic crop growth monitoring in plant factory

Anggit Wijanarko, Andri Prima Nugroho, Lilik Sutiarso, Takashi Okayasu

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

Abstract

Plant Factory is a large-scale vegetable production method with limited, closed, and controlled space. This system is endeavored to support the sustainability of agricultural production system by applying the concept of precision agriculture. This concept is implemented to observe plant growth effectively and efficiently. Currently, in the conventional way monitoring carried out one by one, using the computer vision technology will help accelerate plant growth monitoring in the Plant Factory. However, in the application in a Plant Factory, it requires many cameras to be used for growth monitoring for each crop to support the precise measurement. So, it is necessary to have a system that supports the mobility of the camera module inside the plant factory. The objective of this study was to design the Mobile RoboVision using the stereo camera for automatic Crop Growth Monitoring. The system consists of three modules: Stereo camera positioning system using M1 Computer Numerical Control (1000mm x 1000mm of size) equipped with x and y motor for flexible movement; Image acquisition system using Raspberry Pi B+ as microcomputer unit installed Stereo Camera standard with quad IR Illuminator and sensors; Data collection system using Cloud Storage. The camera positioning system manages the position of the camera module to stop in every crop in specified coordinate C1..n = {(x1, y1), (x2, y2), ..(xn, yn)} and capture stereo images automatically. The captured image will be managed in a data collection system using Cloud System to provide flexible and convenient access for further analysis.

Original languageEnglish
Title of host publicationInternational Conference on Science and Applied Science, ICSAS 2019
EditorsA. Suparmi, Dewanta Arya Nugraha
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735419537
DOIs
Publication statusPublished - Dec 27 2019
EventInternational Conference on Science and Applied Science 2019, ICSAS 2019 - Surakarta, Indonesia
Duration: Jul 20 2019 → …

Publication series

NameAIP Conference Proceedings
Volume2202
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

ConferenceInternational Conference on Science and Applied Science 2019, ICSAS 2019
CountryIndonesia
CitySurakarta
Period7/20/19 → …

All Science Journal Classification (ASJC) codes

  • Physics and Astronomy(all)

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    Wijanarko, A., Nugroho, A. P., Sutiarso, L., & Okayasu, T. (2019). Development of mobile RoboVision with stereo camera for automatic crop growth monitoring in plant factory. In A. Suparmi, & D. A. Nugraha (Eds.), International Conference on Science and Applied Science, ICSAS 2019 [020100] (AIP Conference Proceedings; Vol. 2202). American Institute of Physics Inc.. https://doi.org/10.1063/1.5141713