Leaf disease detection using machine learning and deep learning: Review and challenges

C Sarkar, D Gupta, U Gupta, BB Hazarika - Applied Soft Computing, 2023 - Elsevier
Identification of leaf disorder plays an important role in the economic prosperity of any
country. Many parts of a plant can be infected by a virus, fungal, bacteria, and other …

Recent advances in automatic feature detection and classification of fruits including with a special emphasis on Watermelon (Citrillus lanatus): A review

D Caceres-Hernandez, R Gutierrez, K Kung… - Neurocomputing, 2023 - Elsevier
This document provides an overview of advances in the task of automatic feature detection
and classification of fruits, with and special interest in watermelon (Citrillus lanatus). The …

[HTML][HTML] Benchmark of deep learning and a proposed HSV colour space models for the detection and classification of greenhouse tomato

G Moreira, SA Magalhães, T Pinho, FN dos Santos… - Agronomy, 2022 - mdpi.com
The harvesting operation is a recurring task in the production of any crop, thus making it an
excellent candidate for automation. In protected horticulture, one of the crops with high …

Plant diseases classification using machine learning

TS Xian, R Ngadiran - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Plant diseases are one of source of obstruction in the quality and productivity of plants which
can lead to the shortage of food supply. Therefore, plant disease classification is essential to …

Wayang Image Classification Using MLP Method and GLCM Feature Extraction

MH Santoso, DA Larasati… - Journal of Computer …, 2020 - jurnal.umsu.ac.id
Wayang is a form of shadow art that has been known to the Javanese people more than
1500 years ago. For Javanese people, the function of wayang is not only as a spectacle but …

A machine learning based framework for a stage-wise classification of date palm white scale disease

A Hessane, A El Youssefi, Y Farhaoui… - Big Data Mining and …, 2023 - ieeexplore.ieee.org
Date palm production is critical to oasis agriculture, owing to its economic importance and
nutritional advantages. Numerous diseases endanger this precious tree, putting a strain on …

Klasifikasi Tingkat Kematangan Buah Apel Manalagi Dengan Algoritma Naive Bayes Dan Ekstraksi Fitur Citra Digital

A Ciputra, EH Rachmawanto… - Simetris: Jurnal Teknik …, 2018 - jurnal.umk.ac.id
Apel merupakan buah yang cukup populer dikonsumsi dan memiliki berbagai jenis bentuk
dan warna. Apel sendiri memili berbagai warna kulit, seperti merah, hijau, dan kekuningan …

[PDF][PDF] Weed Species Identification in Different Crops Using Precision Weed Management: A Review.

AM Mishra, V Gautam - ISIC, 2021 - researchgate.net
The agriculture plays vital role in societies and requires research, planning and execution. It
is important to research new trends, scientific methods and boosters that can give a boost it …

Potential of snapshot-type hyperspectral imagery using support vector classifier for the classification of tomatoes maturity

BH Cho, YH Kim, KB Lee, YK Hong, KC Kim - Sensors, 2022 - mdpi.com
It is necessary to convert to automation in a tomato hydroponic greenhouse because of the
aging of farmers, the reduction in agricultural workers as a proportion of the population …

Coastal marine debris detection and density mapping with very high resolution satellite imagery

K Sasaki, T Sekine, LJ Burtz… - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
Marine debris is a serious problem for marine ecosystems and related coastal activities. We
carry out a study using in-situ debris clean-up data (collected by a local Japanese company) …