A deep learning-based approach for detecting plant organs from digitized herbarium specimen images

A Triki, B Bouaziz, W Mahdi - Ecological Informatics, 2022 - Elsevier
Herbarium specimens are excellent sources of botanical information to facilitate
understanding and monitoring the evolution of plants and their effects on global climate …

PD-SegNet: Semantic Segmentation of Small Agricultural Targets in Complex Environments

Z Zhu, M Jiang, J Dong, S Wu, F Ma - IEEE Access, 2023 - ieeexplore.ieee.org
The agricultural scene is a typical unstructured scene, which is intricate and heavily affected
by sunlight, weather, and other factors. Agricultural segmentation targets are generally small …

Challenges and opportunities in applying AI to evolutionary morphology

Y He, JM Mulqueeney, EC Watt, A Salili-James… - 2024 - ecoevorxiv.org
Artificial intelligence (AI) is poised to transform many aspects of society, and the study of
evolutionary morphology is no exception. Classical AI methods such as Principal …

RADFNet: An infrared and visible image fusion framework based on distributed network

S Feng, C Wu, C Lin, M Huang - Frontiers in Plant Science, 2023 - frontiersin.org
Introduction The fusion of infrared and visible images can improve image quality and
eliminate the impact of changes in the agricultural working environment on the information …

A Lightweight Deep Learning Semantic Segmentation Model for Optical-Image-Based Post-Harvest Fruit Ripeness Analysis of Sugar Apples (Annona squamosa)

Z Xie, Z Ke, K Chen, Y Wang, Y Tang, W Wang - Agriculture, 2024 - mdpi.com
The sugar apple (Annona squamosa) is valued for its taste, nutritional richness, and
versatility, making it suitable for fresh consumption and medicinal use with significant …

Multi-organ plant classification using deep learning

AY Ali, LG Fahad - 2022 24th International Multitopic …, 2022 - ieeexplore.ieee.org
The variability in the shape and appearance of the same plant organs and similarity
between organs of different plants results in fewer inter-class and high intra-class variations …

Enhancing Plant Identification: Exploring Deep Learning for Herbarium Specimen Classification

S Asad, LG Fahad - … on Frontiers of Information Technology (FIT …, 2023 - ieeexplore.ieee.org
Herbarium specimen is a preserved plant specimen collected from the wild or cultivated
sources that is carefully mounted, dried, and stored for scientific purposes. It is necessary to …