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SwinT-SRNet: Swin transformer with image super-resolution reconstruction network for pollen images classification
B Zu, T Cao, Y Li, J Li, F Ju, H Wang - Engineering Applications of Artificial …, 2024 - Elsevier
With the intensification of urbanization in human society, pollen allergy has become a
seasonal epidemic disease with a considerable incidence rate, seriously affecting the …
seasonal epidemic disease with a considerable incidence rate, seriously affecting the …
Explainable AI for unveiling deep learning pollen classification model based on fusion of scattered light patterns and fluorescence spectroscopy
Pollen monitoring have become data-intensive in recent years as real-time detectors are
deployed to classify airborne pollen grains. Machine learning models with a focus on deep …
deployed to classify airborne pollen grains. Machine learning models with a focus on deep …
A trainable object finder, selector and identifier for pollen, spores and other things: A step towards automated pollen recognition in lake sediments
M Theuerkauf, N Siradze, A Gillert - The Holocene, 2024 - journals.sagepub.com
Pollen records are the most important proxy for reconstructing past terrestrial vegetation.
While new approaches for improved quantitative interpretation of pollen data have been …
While new approaches for improved quantitative interpretation of pollen data have been …
Reevaluation of pollen differentiation in Altingiaceae: Challenges in distinguishing deciduous (Liquidambar) and evergreen (Altingia) types using multivariate statistics …
S Zhang, L Mao, Y Lai - Review of Palaeobotany and Palynology, 2024 - Elsevier
Altingiaceae, a family of woody plants, comprising evergreen Altingia and deciduous
Liquidambar groups, exhibits distinct leaf morphology, yet both groups overlap in …
Liquidambar groups, exhibits distinct leaf morphology, yet both groups overlap in …
Parrotia (Hamamelidaceae) pollen morphology and a glimpse into the fossil record and historical biogeography
L Mao, X Chen, Y Wang, YS Liang, Y Zhou - Review of Palaeobotany and …, 2024 - Elsevier
The affiliation of fossil pollen grains of Hamamelidaceae with extant genera is still a
challenge for palynologists, probably due to the scarcity of pollen morphological …
challenge for palynologists, probably due to the scarcity of pollen morphological …
Automating airborne pollen classification: Identifying and interpreting hard samples for classifiers
Deep-learning-based classification of pollen grains has been a major driver towards
automatic monitoring of airborne pollen. Yet, despite an abundance of available datasets …
automatic monitoring of airborne pollen. Yet, despite an abundance of available datasets …
Automated classification of pollen grains microscopic images using cognitive attention based on human Two Visual Streams Hypothesis
Aerobiology is a branch of biology that studies microorganisms passively transferred by the
air. Bacteria, viruses, fungal spores, tiny insects, and pollen grains are samples of …
air. Bacteria, viruses, fungal spores, tiny insects, and pollen grains are samples of …
Classification accuracy and compatibility across devices of a new Rapid-E flow cytometer
The study evaluated a new model of a Plair SA airflow cytometer, Rapid-E+, and assessed
its suitability for airborne pollen monitoring within operational networks. Key features of the …
its suitability for airborne pollen monitoring within operational networks. Key features of the …
Introduction to the special issue: Pollen diversity, vegetation history and range shift in the (sub) tropics through the Cenozoic
Fossil pollen records are valuable for reconstructing past floristic composition, vegetation
and biogeographic history. In recent decades, a deeper understanding of plant diversity …
and biogeographic history. In recent decades, a deeper understanding of plant diversity …
A Deep Learning Approach for Classification of Pollen Grains using Proposed CNN Model
Pollen grains are microscopic structures produced by plants in order to reproduce. These
grains are necessary for the pollination and fertilization processes, which are vital for the …
grains are necessary for the pollination and fertilization processes, which are vital for the …