Development of plant monitoring systems based on multi-camera image processing techniques on hydroponic system

R Wijaya, B Hariono, TW Saputra… - IOP Conference Series …, 2020 - iopscience.iop.org
plants based on image processing techniques from images captured using multiple cameras.
The plant … Three cameras are installed in the top, side and front position of the plants in the …

Plant age identification system of outdoor hydroponic cultivation based on digital image processing

A Nursyahid, MR Wibisono… - 2017 4th …, 2017 - ieeexplore.ieee.org
… based on plants size. It causes plants can’t get sufficient nutrition which will have impact
on growth. This research aims to identify plants age based on digital image processing. …

High Detection of Hydroponic Plant Pak Choy Using Morphological Image Processing

Y Ramatullah, B Irawan… - 2021 4th International …, 2021 - ieeexplore.ieee.org
… One part of monitoring the growth and development of hydroponic plants that can be … the
hydroponic plant itself. The application of image processing can be used to detect plant height …

Apple fruit disease detection for hydroponic plants using leading edge technology machine learning and image processing

KL Kamala, SA Alex - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
plant using Faster R-CNN with Inception V2 technique to identify infection in hydroponic
about identifying disease in hydroponic plants using [7] image processing techniques and …

Nutrient film technique based hydroponic system using fuzzy logic control

S Mashumah, M Rivai… - … International Seminar on …, 2018 - ieeexplore.ieee.org
… days according to the needs of the plant [7]. Image processing is a way to convert image
using particular techniques. One method of the image processing is HSV (Hue, Saturation, …

Comparison of hsv and lab color spaces for hydroponic monitoring system

TA Setyawan, SA Riwinanto… - 2018 5th …, 2018 - ieeexplore.ieee.org
… between the color space of HSV and CIELAB in image processing is used to analyze the
performance of both methods in detecting the color of the leaf area of the plant. In the digital …

[PDF][PDF] Image processing methods for measurement of lettuce fresh weight

DH Jung, SH Park, XZ Han, HJ Kim - Journal of Biosystems …, 2015 - researchgate.net
… fresh weight of plants. This study analyzes the ability of two different image processing methods,
… weight of lettuce grown in a closed hydroponic system. Methods: Polynomial calibration …

An intelligent plant dissease detection system for smart hydroponic using convolutional neural network

A Musa, M Hamada, FM Aliyu… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
… to the age of the plant with an error rate of 8.9%. In another research, scientists investigate
the most suitable color space for vegetation image processing in smart hydroponics [22]. The …

Real-time root monitoring of hydroponic crop plants: proof of concept for a new image analysis system

E Erdemir, T Darrah - AETA 2017-Recent Advances in Electrical …, 2018 - Springer
… manually made, to provide a comparison for the measurements made by simple image
analysis. The image processing was carried out using Python and OpenCV. The same section of …

[PDF][PDF] Automatic Hydroponics Farming System with Image Processing Based Smart Nutrients System

DS Patel, H Shastri - International Research Journal of …, 2023 - researchgate.net
… are circulating hydroponic system can … image processing to comment on plant lifecycle
status based on controller will be decided to the amount of nutrients should supply this process