A systematic review of deep learning applications for rice disease diagnosis: current trends and future directions
Background The occurrence of diseases in rice leaves presents a substantial challenge to
farmers on a global scale, hence jeopardizing the food security of an expanding global …
farmers on a global scale, hence jeopardizing the food security of an expanding global …
Classification of tomato seedling chilling injury based on chlorophyll fluorescence imaging and DBO-BiLSTM
Z Dong, J Zhao, W Ji, W Wei, Y Men - Frontiers in Plant Science, 2024 - frontiersin.org
Introduction Tomatoes are sensitive to low temperatures during their growth process, and
low temperatures are one of the main environmental limitations affecting plant growth and …
low temperatures are one of the main environmental limitations affecting plant growth and …
Efficient Adaptive Incremental Learning for Fruit and Vegetable Classification
Traditional deep learning models for fruit and vegetable classification are usually
implemented via training on an unchanged dataset. However, changing fruit and vegetable …
implemented via training on an unchanged dataset. However, changing fruit and vegetable …
Rice leaf Nutrient Deficiency Classification System using CAR-Capsule network
M Amudha, K Brindha - IEEE Access, 2024 - ieeexplore.ieee.org
Rice, a worldwide grown grain, frequently suffers production issues caused by nutrient
imbalances, particularly potassium, nitrogen, and phosphorus. Identifying nutrient …
imbalances, particularly potassium, nitrogen, and phosphorus. Identifying nutrient …
FSUNet: lightweight full-scale information fusion UNet for seed coat thickness measurement
Z Zhang, Q Xu, H Shi, G Zhao, L Gao… - Cogent Food & …, 2024 - Taylor & Francis
With the rapid development of seed research, understanding the external structure and
characteristics of plants has become essential. Seed coat thickness plays a key role in …
characteristics of plants has become essential. Seed coat thickness plays a key role in …
Plant leaf disease recognition based on improved SinGAN and improved ResNet34
J Chen, H Hu, J Yang - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
The identification of plant leaf diseases is crucial in precision agriculture, playing a pivotal
role in advancing the modernization of agriculture. Timely detection and diagnosis of leaf …
role in advancing the modernization of agriculture. Timely detection and diagnosis of leaf …
[PDF][PDF] Global warming's grip on agriculture: Strategies for sustainable production amidst climate change using regression based prediction
C Zhang, C Lyu, T Hao, J Liu, N Sarhan… - Emirates Journal of …, 2024 - ejfa.pensoft.net
The intersection of climate change and food production is emerging as a critical area of
research, focusing on both the potential benefits and the significant challenges posed by …
research, focusing on both the potential benefits and the significant challenges posed by …
Leveraging Inception V3 for Precise Early and Late Blight Disease Classification in Potato Crops.
The global significance of potato (Solanum tuberosum) as a staple food necessitates
innovative approaches to safeguard its production against detrimental fungal pathogens …
innovative approaches to safeguard its production against detrimental fungal pathogens …
[PDF][PDF] Automated Agricultural Crop Type Mapping Using Fusion of Transfer Learning and Tasmanian devil Optimization Algorithm on Remote Sensing Imagery
D Arockiam, A Abdullah, V Raju - Journal of Cybersecurity and …, 2025 - researchgate.net
At present, the application of remote sensing (RS) data achieved from satellite imagery or
unmanned aerial vehicles (UAV) has become common for crop classification procedures, ie …
unmanned aerial vehicles (UAV) has become common for crop classification procedures, ie …
[PDF][PDF] A Systematic Study on the Use of Deep Learning in the Classification of Plant Leaf Diseases
H ÇETİNER - PIONEER AND INNOVATIVE STUDIES IN … - allsciencesacademy.com
In order to ensure the sustainable continuity of agricultural production, which affects the level
of economic welfare, plant leaf diseases must be kept under control. Plants can be easily …
of economic welfare, plant leaf diseases must be kept under control. Plants can be easily …