Plant species recognition methods using leaf image: Overview

S Zhang, W Huang, Y Huang, C Zhang - Neurocomputing, 2020 - Elsevier
Plant plays an important role in agricultural, industrial, medicine, environmental and
ecological protection. Recently, with global warming, biodiversity loss, rapid urban …

Deep learning for plant identification in natural environment

Y Sun, Y Liu, G Wang, H Zhang - … intelligence and neuroscience, 2017 - Wiley Online Library
Plant image identification has become an interdisciplinary focus in both botanical taxonomy
and computer vision. The first plant image dataset collected by mobile phone in natural …

Leaf classification on Flavia dataset: a detailed review

SU Ahmed, J Shuja, MA Tahir - Sustainable Computing: Informatics and …, 2023 - Elsevier
For decades, vision scientists have contemplated the topic of plant species classification. As
plants are of great importance to medicinal research, they are utilized in a wide range of …

Traffic sign segmentation and classification using statistical learning methods

JM Lillo-Castellano, I Mora-Jiménez… - Neurocomputing, 2015 - Elsevier
Traffic signs are an essential part of any circulation system, and failure detection by the
driver may significantly increase the accident risk. Currently, automatic traffic sign detection …

Recognition of plant leaves: An approach with hybrid features produced by dividing leaf images into two and four parts

M Turkoglu, D Hanbay - Applied Mathematics and Computation, 2019 - Elsevier
Plants play a crucial role in the lives of all living things. A risk of extinction exists for many
plants, hence many botanists and scientists are working in order to protect plants and plant …

[HTML][HTML] Research on plant leaf recognition method based on multi-feature fusion in different partition blocks

Z Lv, Z Zhang - Digital Signal Processing, 2023 - Elsevier
As an indispensable organism in nature, plants play an essential role in the ecological
equilibrium. Ecological plant protection is also receiving increasing attention. In today's …

Fast plant leaf recognition using improved multiscale triangle representation and KNN for optimization

J Su, M Wang, Z Wu, Q Chen - IEEE Access, 2020 - ieeexplore.ieee.org
Due to the complexity and similarity of plant leaves, it is very important to study an effective
leaf-feature extraction method to improve the recognition rate of plant leaves. We study five …

Plant leaf identification based on the multi-feature fusion and deep belief networks method

LIU Nian, KAN Jiang-ming - Journal of Beijing Forestry University, 2016 - j.bjfu.edu.cn
Plant identification based on digital leaf image is a hot topic in research of automatic
classification of plants. However, with the increase in the number of plant species, the leaf …

A DTW and fourier descriptor based approach for Indian sign language recognition

P Shukla, A Garg, K Sharma… - 2015 Third International …, 2015 - ieeexplore.ieee.org
Humans with hearing disabilities are highly dependent on non-verbal forms of
communication involving hand gestures. A gesture recognition system capable of …

[PDF][PDF] Plant recognition system based on extreme learning machine by using shearlet transform and new geometric features

M Türkoğlu, D Hanbay - Journal of the Faculty of Engineering and …, 2019 - researchgate.net
Purpose: The purpose of this study is to develop a plant recognition system based on shape,
texture and color features using leaf images. The proposed hybrid system aims to extract the …