Cotton breeding in Australia: meeting the challenges of the 21st century
The Commonwealth Scientific and Industrial Research Organisation (CSIRO) cotton
breeding program is the sole breeding effort for cotton in Australia, developing high …
breeding program is the sole breeding effort for cotton in Australia, developing high …
A systematic review of effective hardware and software factors affecting high-throughput plant phenotyping
Plant phenotyping studies the complex characteristics of plants, with the aim of evaluating
and assessing their condition and finding better exemplars. Recently, a new branch …
and assessing their condition and finding better exemplars. Recently, a new branch …
Attention-optimized DeepLab V3+ for automatic estimation of cucumber disease severity
K Li, L Zhang, B Li, S Li, J Ma - Plant Methods, 2022 - Springer
Background Automatic and accurate estimation of disease severity is critical for disease
management and yield loss prediction. Conventional disease severity estimation is …
management and yield loss prediction. Conventional disease severity estimation is …
Detection and quantification of cotton trichomes by deep learning algorithm
K Luo, Y Jin, S Wen, Y Li, J Rong, M Ding - Computers and Electronics in …, 2023 - Elsevier
Cotton is one of the most economically important agricultural crops with the harvest of cotton
fibers. Trichomes are initiated from the plant epidermis, which is responsible for plant …
fibers. Trichomes are initiated from the plant epidermis, which is responsible for plant …
Image-based classification of wheat spikes by glume pubescence using convolutional neural networks
NV Artemenko, MA Genaev, RUI Epifanov… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Pubescence is an important phenotypic trait observed in both vegetative and
generative plant organs. Pubescent plants demonstrate increased resistance to various …
generative plant organs. Pubescent plants demonstrate increased resistance to various …
A new laboratory method to study the impact of leaf texture on pesticide dislodgeable foliar residues (DFR)
Pesticides are vital in meeting the challenge of feeding the rapidly increasing world
population. However, it is crucial that they are used in a way that does not compromise the …
population. However, it is crucial that they are used in a way that does not compromise the …
[HTML][HTML] Characterization of trichome phenotypes to assess maturation and flower development in Cannabis sativa L.(cannabis) by automatic trichome gland analysis
DB Sutton, ZK Punja, G Hamarneh - Smart Agricultural Technology, 2023 - Elsevier
Cannabis (Cannabis sativa L.) is cultivated by licensed producers in Canada for medicinal
and recreational uses. The recent legalization of this plant in 2018 has resulted in rapid …
and recreational uses. The recent legalization of this plant in 2018 has resulted in rapid …
[HTML][HTML] Automated corner grading of trading cards: Defect identification and confidence calibration through deep learning
This research focuses on trading card quality inspection, where defects have a significant
effect on both the quality inspection and grading. The present inspection procedure is …
effect on both the quality inspection and grading. The present inspection procedure is …
Plant microphenotype: from innovative imaging to computational analysis
Y Zhang, S Gu, J Du, G Huang, J Shi… - Plant Biotechnology …, 2024 - Wiley Online Library
The microphenotype plays a key role in bridging the gap between the genotype and the
complex macro phenotype. In this article, we review the advances in data acquisition and …
complex macro phenotype. In this article, we review the advances in data acquisition and …
HairNet2: deep learning to quantify cotton leaf hairiness, a complex genetic and environmental trait
Background Cotton accounts for 80% of the global natural fibre production. Its leaf hairiness
affects insect resistance, fibre yield, and economic value. However, this phenotype is still …
affects insect resistance, fibre yield, and economic value. However, this phenotype is still …