[HTML][HTML] A systematic review of Machine Learning and Deep Learning Approaches in Plant Species Detection

D Barhate, S Pathak, BK Singh, A Jain… - Smart Agricultural …, 2024 - Elsevier
Due to global warming and adverse climatic conditions, researchers have focused on the
survival of plant species. Certain plant species are nearly extinct and thus must be saved …

Leaf image recognition based on bag of features

Y Zhang, J Cui, Z Wang, J Kang, Y Min - Applied Sciences, 2020 - mdpi.com
Plants are ubiquitous in human life. Recognizing an unknown plant by its leaf image quickly
is a very interesting and challenging research. With the development of image processing …

Review of plant leaf recognition

Z Wang, J Cui, Y Zhu - Artificial Intelligence Review, 2023 - Springer
Plants can be seen everywhere in daily life and are closely connected with our lives. The
recognition and classification of plants are of great significance to ecological and …

Supervised global-locality preserving projection for plant leaf recognition

Y Shao - Computers and electronics in agriculture, 2019 - Elsevier
Plant leaf-based species recognition is still a challenge due to the large intra-class
differences and the inter-class similarity of nature plant leaves. A new manifold learning …

Plant species recognition based on global–local maximum margin discriminant projection

S Zhang, C Zhang, X Wang - Knowledge-Based Systems, 2020 - Elsevier
Plant species recognition using leaves is an important and challenging research topic,
because the plant leaves are various and irregular and they have very large within-class …

A Study on the Performance of Deep learning-based Automatic Classification of Forest Plants: A Comparison of Data Collection Methods

B Kim, H Woo, J Park - Journal of Korean Society of Forest Science, 2020 - koreascience.kr
The use of increased computing power, machine learning, and deep learning techniques
have dramatically increased in various sectors. In particular, image detection algorithms are …

A gated recurrent unit model for drug repositioning by combining comprehensive similarity measures and Gaussian interaction profile kernel

T Wang, HC Yi, ZH You, LP Li, YB Wang, L Hu… - … Computing Theories and …, 2019 - Springer
Drug repositioning can find new uses for existing drugs and accelerate the processing of
new drugs research and developments. It is noteworthy that the number of successful drug …

VARIABILITY OF SOME PARAMETERS IN THE LEAF GEOMETRY DESCRIPTION IN Solanum nigrum L.

S Florin, D MANEA - LIFE SCIENCE AND SUSTAINABLE …, 2022 - lssd-journal.com
The study analyzed the variability of some foliar parameters in the description of leaf
geometry in Solanum nigrum L. 50 leaves were taken from mature plants of Solanum nigrum …

In Silico Identification of Anticancer Peptides with Stacking Heterogeneous Ensemble Learning Model and Sequence Information

HC Yi, ZH You, YB Wang, ZH Chen, ZH Guo… - … Computing Theories and …, 2019 - Springer
Cancer is a well-known dreadful killer of human being's health, which has led to countless
deaths and misery. Traditional treatment can also affect the normal cells while killing cancer …