[PDF][PDF] Machine vision and artificial intelligence for plant growth stress detection and monitoring: A review

S Islam, MN Reza, SA Samsuzzaman, YJ Cho… - Precision …, 2024 - researchgate.net
The agricultural sector faces increasing challenges in ensuring food security and optimizing
crop yield, necessitating innovative solutions for early detection and mitigation of plant …

Measurement of overlapping leaf area of ice plants using digital image processing technique

BG Kaushalya Madhavi, A Bhujel, NE Kim, HT Kim - Agriculture, 2022 - mdpi.com
Non-destructive and destructive leaf area estimation are critical in plant physiological and
ecological experiments. In modern agriculture, ubiquitous digital cameras and scanners are …

[HTML][HTML] Defective Pennywort Leaf Detection Using Machine Vision and Mask R-CNN Model

M Chowdhury, MN Reza, H Jin, S Islam, GJ Lee… - Agronomy, 2024 - mdpi.com
Demand and market value for pennywort largely depend on the quality of the leaves, which
can be affected by various ambient environment or fertigation variables during cultivation …

[PDF][PDF] Image Processing and Support Vector Machine (SVM) for Classifying Environmental Stress Symptoms of Pepper Seedlings Grown in a Plant Factory

S Islam, Samsuzzaman, MN Reza, KH Lee, S Ahmed… - …, 2024 - researchgate.net
Environmental factors such as temperature, humidity, light, and CO2 influence plant growth,
and unfavorable environmental conditions cause stress in plants, producing symptoms in …

[HTML][HTML] Detection and segmentation of lettuce seedlings from seedling-growing tray imagery using an improved mask R-CNN method

S Islam, MN Reza, M Chowdhury, S Ahmed… - Smart Agricultural …, 2024 - Elsevier
Real-time monitoring and management of lettuce plants, especially during the seedling
growth stage, is important in order to protect them from various environmental stresses and …

3D assessment of vine training systems derived from ground-based RGB-D imagery

H Moreno, J Bengochea-Guevara, A Ribeiro… - Agriculture, 2022 - mdpi.com
In the field of computer vision, 3D reconstruction of crops plays a crucially important role in
agriculture. On-ground assessment of geometrical features of vineyards is of vital …

Leaf Area Prediction of Pennywort Plants Grown in a Plant Factory Using Image Processing and an Artificial Neural Network

MN Reza, M Chowdhury, S Islam, MSN Kabir, SU Park… - Horticulturae, 2023 - mdpi.com
The leaf is a primary part of a plant, and examining the leaf area is crucial in understanding
growth and plant physiology. Accurately estimating leaf area is key to this understanding …

Seedling Growth Stress Quantification Based on Environmental Factors Using Sensor Fusion and Image Processing

S Islam, MN Reza, S Ahmed, Samsuzzaman, YJ Cho… - Horticulturae, 2024 - mdpi.com
Understanding the diverse environmental influences on seedling growth is critical for
maximizing yields. The need for a more comprehensive understanding of how various …

[PDF][PDF] Phytoremediation and nutritional potential of the ice plants (Mesembryanthemum crystallinum L.)

R Yapias, J Soto, J Victorio, R Huamaní… - SABRAO J. Breed …, 2024 - sabraojournal.org
Ice plant (Mesembryanthemum crystallinum L.) is an edible plant with a high content of
healthy minerals and ingredients beneficial to human health. The presented study aimed to …

[PDF][PDF] The Future of Imaging Technology

K Kheiralipour - 2024 - researchgate.net
Imaging is a nondestructive technology with high speed, accuracy, reliability, repeatability,
and low cost and complexity that is widely used in different sectors. The technology receives …