Machine learning in medicinal plants recognition: a review
K Pushpanathan, M Hanafi, S Mashohor… - Artificial Intelligence …, 2021 - Springer
Medicinal plants are gaining attention in the pharmaceutical industry due to having less
harmful effects reactions and cheaper than modern medicine. Based on these facts, many …
harmful effects reactions and cheaper than modern medicine. Based on these facts, many …
An IoT based authentication system for therapeutic herbs measured by local descriptors using machine learning approach
The work aims to develop an automatic recognition model to classify medicinal plants using
machine learning techniques to enrich the traditional medical system of India. Though many …
machine learning techniques to enrich the traditional medical system of India. Though many …
Plant leaf recognition by integrating shape and texture features
C Yang - Pattern Recognition, 2021 - Elsevier
Plant leaf identification is a significant challenge in the fields of computer vision and pattern
recognition. This article presents a new approach to plant leaf identification, one that …
recognition. This article presents a new approach to plant leaf identification, one that …
An IoT and machine learning based intelligent system for the classification of therapeutic plants
R Shailendra, A Jayapalan, S Velayutham… - Neural Processing …, 2022 - Springer
The work aim to develop an automatic recognition model using IoT and machine learning
(ML) techniques for the classification of therapeutic plants to enrich the traditional medicinal …
(ML) techniques for the classification of therapeutic plants to enrich the traditional medicinal …
Research advance in phenotype detection robots for agriculture and forestry
Y Wang, J Fan, S Yu, S Cai, X Guo, C Zhao - International Journal of …, 2023 - ijabe.org
The continuous development of robot technology has made phenotype detection robots a
key for extracting and analyzing phenotyping data in agriculture and forestry. The different …
key for extracting and analyzing phenotyping data in agriculture and forestry. The different …
3D plant phenotyping: All you need is labelled point cloud data
In the realm of modern digital phenotyping technological advancements, the demand of
annotated datasets is increasing for either training machine learning algorithms or …
annotated datasets is increasing for either training machine learning algorithms or …
A learning robust and discriminative shape descriptor for plant species identification
C Yang, L Fang, Q Yu, H Wei - IEEE/ACM Transactions on …, 2022 - ieeexplore.ieee.org
Plant identification based on leaf images is a widely concerned application field in artificial
intelligence and botany. The key problem is extracting robust discriminative features from …
intelligence and botany. The key problem is extracting robust discriminative features from …
[HTML][HTML] A Fourier descriptor of 2D shapes based on multiscale centroid contour distances used in object recognition in remote sensing images
Y Zheng, B Guo, Z Chen, C Li - Sensors, 2019 - mdpi.com
A shape descriptor is an effective tool for describing the shape feature of an object in remote
sensing images. Researchers have put forward a lot of excellent descriptors. The …
sensing images. Researchers have put forward a lot of excellent descriptors. The …
[PDF][PDF] Artificial intelligence for para rubber identification combining five machine learning methods
C Yaiprasert - Karbala Int. J. Mod. Sci, 2021 - iasj.net
This study aims to identify Para rubber species using a combination of five machine learning
techniques to classify leaf images. The learning process is defined using a dataset for each …
techniques to classify leaf images. The learning process is defined using a dataset for each …
Double graph regularized double dictionary learning for image classification
In this paper, we present a novel double graph regularized double dictionary learning
(DGRDDL) method for image classification. The proposed method jointly constructs a …
(DGRDDL) method for image classification. The proposed method jointly constructs a …