Generative adversarial networks (GANs) for image augmentation in agriculture: A systematic review
In agricultural image analysis, optimal model performance is keenly pursued for better
fulfilling visual recognition tasks (eg, image classification, segmentation, object detection …
fulfilling visual recognition tasks (eg, image classification, segmentation, object detection …
Recent advances of hyperspectral imaging technology and applications in agriculture
Remote sensing is a useful tool for monitoring spatio-temporal variations of crop
morphological and physiological status and supporting practices in precision farming. In …
morphological and physiological status and supporting practices in precision farming. In …
Current state of hyperspectral remote sensing for early plant disease detection: A review
A Terentev, V Dolzhenko, A Fedotov, D Eremenko - Sensors, 2022 - mdpi.com
The development of hyperspectral remote sensing equipment, in recent years, has provided
plant protection professionals with a new mechanism for assessing the phytosanitary state of …
plant protection professionals with a new mechanism for assessing the phytosanitary state of …
Monitoring plant diseases and pests through remote sensing technology: A review
Plant diseases and pests endanger agriculture and forestry significantly around the world.
The implementation of non-contact, highly-efficient, and affordable methods for detecting …
The implementation of non-contact, highly-efficient, and affordable methods for detecting …
Rice plant disease classification using color features: a machine learning paradigm
VK Shrivastava, MK Pradhan - Journal of Plant Pathology, 2021 - Springer
In traditional practices, detection of rice plant diseases by experts is a subjective matter
whereas by testing in the laboratory is time-consuming. As a consequence, it causes …
whereas by testing in the laboratory is time-consuming. As a consequence, it causes …
Transfer learning-based deep ensemble neural network for plant leaf disease detection
S Vallabhajosyula, V Sistla, VKK Kolli - Journal of Plant Diseases and …, 2022 - Springer
Plant diseases are a vital risk to crop yield and early detection of plant diseases remains a
complex task for the farmers due to the similar appearance in color, shape, and texture. In …
complex task for the farmers due to the similar appearance in color, shape, and texture. In …
Automatic identification and monitoring of plant diseases using unmanned aerial vehicles: A review
K Neupane, F Baysal-Gurel - Remote Sensing, 2021 - mdpi.com
Disease diagnosis is one of the major tasks for increasing food production in agriculture.
Although precision agriculture (PA) takes less time and provides a more precise application …
Although precision agriculture (PA) takes less time and provides a more precise application …
AgriDet: Plant Leaf Disease severity classification using agriculture detection framework
A Pal, V Kumar - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In the field of modern agriculture, plant disease detection plays a vital role in improving crop
productivity. To increase the yield on a large scale, it is necessary to predict the onset of the …
productivity. To increase the yield on a large scale, it is necessary to predict the onset of the …
A review of advanced technologies and development for hyperspectral-based plant disease detection in the past three decades
The detection, quantification, diagnosis, and identification of plant diseases is particularly
crucial for precision agriculture. Recently, traditional visual assessment technology has not …
crucial for precision agriculture. Recently, traditional visual assessment technology has not …
Early identification of strawberry leaves disease utilizing hyperspectral imaging combing with spectral features, multiple vegetation indices and textural features
G Wu, Y Fang, Q Jiang, M Cui, N Li, Y Ou, Z Diao… - … and Electronics in …, 2023 - Elsevier
Gray mold is a devastating disease during the growth of strawberries, which markedly affects
strawberry yield and quality. Accurate, rapid, and nondestructive recognition in the early …
strawberry yield and quality. Accurate, rapid, and nondestructive recognition in the early …