Review on techniques for plant leaf classification and recognition

MAF Azlah, LS Chua, FR Rahmad, FI Abdullah… - Computers, 2019 - mdpi.com
Plant systematics can be classified and recognized based on their reproductive system
(flowers) and leaf morphology. Neural networks is one of the most popular machine learning …

Survey of feature extraction and classification techniques to identify plant through leaves

S Sachar, A Kumar - Expert Systems with Applications, 2021 - Elsevier
This paper provides a comprehensive survey of various techniques used in computer vision
for the automatic identification of plants with the help of leaf images. The extracted …

Plant leaf identification based on shape and convolutional features

H Wu, L Fang, Q Yu, J Yuan, C Yang - Expert Systems with Applications, 2023 - Elsevier
Plant leaf identification is an important and challenging issue in botany and image analysis.
This is because leaves of the same class exhibit very large differences, and leaves of …

Detecting true medicinal leaves among similar leaves using computer vision and CNN

A Balasundaram, G Dilip, S Ashokkumar… - National Academy …, 2023 - Springer
Object detection and recognition have become integral components across various
applications. Detecting desired objects of interest and analysing the same is used across …

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 …

[HTML][HTML] The Peruvian Amazon forestry dataset: A leaf image classification corpus

G Vizcarra, D Bermejo, A Mauricio, RZ Gomez… - Ecological …, 2021 - Elsevier
Forest census allows getting precise data for logging planning and elaboration of the forest
management plan. Species identification blunders carry inadequate forest management …

Design and implementation of a lightweight deep CNN-based plant biometric authentication system

W Yan, J Tang, S Stucki - IEEE Access, 2023 - ieeexplore.ieee.org
The wide application of personal biometric information such as face, fingerprint, iris, and
voiceprint has simultaneously created many new ethical and legal issues, including the …

[HTML][HTML] Revealing leaf species through specific contour and region-based features extraction

DP Mahurkar, H Patidar - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
Leaf identification plays a vital role in plant classification and protection, and advancements
in artificial intelligence and machine vision have revolutionized leaf identification …

Diversity bears fruit: Evaluating the economic potential of undervalued fruits for an agroecological restoration approach in the Peruvian Amazon

E Lagneaux, M Jansen, J Quaedvlieg, PA Zuidema… - Sustainability, 2021 - mdpi.com
Agroforestry systems with a range of native and often neglected and underutilized tree
species (NUS) are increasingly recognized for their potential role in restoration …

A novel transfer learning-based approach for plant species prediction using leaf images

S Sachar, A Kumar - Multimedia Tools and Applications, 2024 - Springer
There is extensive research going on in the field of automatic identification of plants in order
to preserve the plant species which are on the verge of extinction and also to educate …