Remote sensing and machine learning in crop phenotyping and management, with an emphasis on applications in strawberry farming

C Zheng, A Abd-Elrahman, V Whitaker - Remote Sensing, 2021 - mdpi.com
Measurement of plant characteristics is still the primary bottleneck in both plant breeding
and crop management. Rapid and accurate acquisition of information about large plant …

Strawberry ripeness classification method in facility environment based on red color ratio of fruit rind

D Wang, X Wang, Y Chen, Y Wu, X Zhang - Computers and Electronics in …, 2023 - Elsevier
Strawberry detection and ripeness classification are important concerns in robotic
harvesting, as precondition for efficient and nondestructive picking. However, the different …

A systematic analysis of various techniques for mango leaf disease detection

R Garg, AK Sandhu, B Kaur - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Monitoring plant illnesses was just by vision, is insufficient for recognizing plant diseases.
The leaf changes color, revealing blotches such as yellow dots, black spots, or chocolate …

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 …

A review of productivity in strawberry: do the plants need larger canopies, more flowers, or higher CO2 assimilation for higher yields?

C Michael Menzel - The Journal of Horticultural Science and …, 2022 - Taylor & Francis
Productivity in strawberry (Fragaria× ananassa Duch.) is dependent on the production of
new crowns, leaves and inflorescences, with fruit growth dependent on CO2 assimilation in …

Influence of different growing media on the growth and development of strawberry plants

BGK Madhavi, F Khan, A Bhujel, M Jaihuni, NE Kim… - Heliyon, 2021 - cell.com
The optimal production of strawberries requires the essential nutrients and favourable media
for vegetative and reproductive growth. The present study sought to determine the …

[HTML][HTML] Segmentation and Coverage Measurement of Maize Canopy Images for Variable-Rate Fertilization Using the MCAC-Unet Model

H Gong, L Xiao, X Wang - Agronomy, 2024 - mdpi.com
Excessive fertilizer use has led to environmental pollution and reduced crop yields,
underscoring the importance of research into variable-rate fertilization (VRF) based on …

[HTML][HTML] Design of Filtration Approach for Image Quality Improvement in Mango Leaf Disease Detection and Pharmaceutical Treatment

R Garg, AK Sandhu, B Kaur… - Biomedical and …, 2024 - biomedpharmajournal.org
The traditional method of studying and diagnosing diseases in plants relies primarily on
human vision, which is ineffective in identifying diseases in the plants. The color of the …

[PDF][PDF] Revolutionizing Early Leaf Disease Detection and Classification: An In-Depth Survey of Innovative Strategies Leveraging Residual Networks for Unprecedented …

S Yadav, A Singh, A Digole, M Kumari, R Pandey - 2024 - impressions.manipal.edu
Mangifera Indica, popularly known as mangoes, is India's highly important fruit crop.
However, the widespread cultivation of mangoes in India exposes them and makes them …

Cabbage Growth Monitoring using Time Series Images

JJ Low, LC Tay - 2019 IEEE 9th International Conference on …, 2019 - ieeexplore.ieee.org
Agriculture is vital as source of food production for mankind for thousands of years. The
activities are mainly labour intensive despite introduction of machinery decades ago. This …