[HTML][HTML] Computer vision and machine learning based approaches for food security: A review

S Sood, H Singh - Multimedia Tools and Applications, 2021 - Springer
deep learning techniques, used for agricultureplants disease detection, monitoring the
growth of plants, etc can be overcommed by utilizing the computer vision and machine learning

Computer vision, IoT and data fusion for crop disease detection using machine learning: A survey and ongoing research

M Ouhami, A Hafiane, Y Es-Saady, M El Hajji… - Remote Sensing, 2021 - mdpi.com
use of agriculture related data from different acquisition tools along with machine learning
… in the field of digital agriculture, especially for plant monitoring, control and protection, …

[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications

VG Dhanya, A Subeesh, NL Kushwaha… - Artificial Intelligence in …, 2022 - Elsevier
deep learning-based computer vision technologies to address key agriculture tasks such as
plant health monitoring, disease … of deep learning-based computer vision approaches in key …

[HTML][HTML] Plant leaf disease detection using computer vision and machine learning algorithms

SS Harakannanavar, JM Rudagi… - Global Transitions …, 2022 - Elsevier
… In turn it results causing substantial losses, where farming is accompanying in commercial
purpose. The use of technologies like Computer vision and Machine Learning (ML) helps to …

Developing an automated monitoring system for fast and accurate prediction of soil texture using an image-based deep learning network and machine vision system

R Azadnia, A Jahanbakhshi, S Rashidi, P Bazyar - Measurement, 2022 - Elsevier
… in agriculture since it provides a suitable environment for plant … by using computer
vision-based techniques. The prepared soil images must cover different areas since soil varies from

[HTML][HTML] Computer vision technology in agricultural automation—A review

H Tian, T Wang, Y Liu, X Qiao, Y Li - Information Processing in Agriculture, 2020 - Elsevier
… as deep learning technology, be applied to every aspect of … Six areas are involved in this
section, including monitoring of … In the traditional management methods for agricultural plant

[HTML][HTML] Machine learning and deep learning based computational techniques in automatic agricultural diseases detection: Methodologies, applications, and …

JA Wani, S Sharma, M Muzamil, S Ahmed… - … Computational methods …, 2022 - Springer
… in shifting from the adoption of one infection control strategy to … crops and plants using
Computer Vision and Machine Learningfrom acquiring and capturing of the images of the plants

Real-time machine-learning based crop/weed detection and classification for variable-rate spraying in precision agriculture

M Alam, MS Alam, M Roman, M Tufail… - … on Electrical and …, 2020 - ieeexplore.ieee.org
… This paper presents a real-time computer visionbased crop/… sprayers that can detect and
classify plants and weeds in real-time … control. The proposed work can be extended to several …

Computer vision applied to food and agricultural products

JA Fracarolli, FFA Pavarin, W Castro… - Revista Ciencia …, 2020 - SciELO Brasil
… obtain information from many agricultural tasks such as planting, … Monitoring strategies for
quality control of agricultural … diagnosis using computer vision and machine learning methods. …

Computer vision with deep learning for plant phenotyping in agriculture: A survey

AL Chandra, SV Desai, W Guo… - arXiv preprint arXiv …, 2020 - arxiv.org
… increasing the productivity of the existing agricultural land is highly necessary. … agriculture
techniques have attracted a lot of attention. Precision agriculture is a set of methods to monitor