Reversing extinction trends: new uses of (old) herbarium specimens to accelerate conservation action on threatened species
Although often not collected specifically for the purposes of conservation, herbarium
specimens offer sufficient information to reconstruct parameters that are needed to …
specimens offer sufficient information to reconstruct parameters that are needed to …
Applications of computer vision and machine learning techniques for digitized herbarium specimens: A systematic literature review
Herbaria contain the treasure of millions of specimens that have been preserved for several
years for scientific studies. To increase the rate of scientific discoveries, digitization of these …
years for scientific studies. To increase the rate of scientific discoveries, digitization of these …
[HTML][HTML] Automated real-time identification of medicinal plants species in natural environment using deep learning models—a case study from Borneo Region
The identification of plant species is fundamental for the effective study and management of
biodiversity. In a manual identification process, different characteristics of plants are …
biodiversity. In a manual identification process, different characteristics of plants are …
[HTML][HTML] Image recognition of traditional Chinese medicine based on deep learning
Chinese herbal medicine is an essential part of traditional Chinese medicine and herbalism,
and has important significance in the treatment combined with modern medicine. The correct …
and has important significance in the treatment combined with modern medicine. The correct …
Species delimitation of the liquorice tribe (Leguminosae: Glycyrrhizeae) based on phylogenomic and machine learning analyses
L Duan, LN Han, BB Liu, A Leostrin… - … of Systematics and …, 2023 - Wiley Online Library
The liquorice tribe Glycyrrhizeae is a leguminous herbaceous group of plants comprised of
the genera Glycyrrhiza and Glycyrrhizopsis. Some Glycyrrhiza taxa contain glycyrrhizin, a …
the genera Glycyrrhiza and Glycyrrhizopsis. Some Glycyrrhiza taxa contain glycyrrhizin, a …
[HTML][HTML] Automated extraction of phenotypic leaf traits of individual intact herbarium leaves from herbarium specimen images using deep learning based semantic …
With the increase in the digitization efforts of herbarium collections worldwide, dataset
repositories such as iDigBio and GBIF now have hundreds of thousands of herbarium sheet …
repositories such as iDigBio and GBIF now have hundreds of thousands of herbarium sheet …
[HTML][HTML] Bamboo Plant Classification Using Deep Transfer Learning with a Majority Multiclass Voting Algorithm
AD Sawarkar, DD Shrimankar, S Ali, A Agrahari… - Applied Sciences, 2024 - mdpi.com
Bamboos, also known as non-timber forest products (NTFPs) and belonging to the family
Poaceae and subfamily Bambusoideae, have a wide range of flowering cycles from 3 to 120 …
Poaceae and subfamily Bambusoideae, have a wide range of flowering cycles from 3 to 120 …
Reconstruction of damaged herbarium leaves using deep learning techniques for improving classification accuracy
Leaf is one of the most commonly used organs for species identification. The traditional
identification process involves a manual analysis of individual dried or fresh leaf's features …
identification process involves a manual analysis of individual dried or fresh leaf's features …
Ensemble deep learning models for fine-grained plant species identification
Automated plant species identification for the datasets (images) collected from the natural
environment is a challenging task. This study investigates the development and application …
environment is a challenging task. This study investigates the development and application …
[HTML][HTML] Identification of different species of Zanthoxyli Pericarpium based on convolution neural network
C Tan, C Wu, Y Huang, C Wu, H Chen - PLoS One, 2020 - journals.plos.org
Zanthoxyli Pericarpium (ZP) are the dried ripe peel of Zanthoxylum schinifolium Sieb. et
Zucc (ZC) or Zanthoxylum bungeanum Maxim (ZB). It has wide range of uses both medicine …
Zucc (ZC) or Zanthoxylum bungeanum Maxim (ZB). It has wide range of uses both medicine …