Plant Leaf Identification Using Feature Fusion of Wavelet Scattering Network and CNN With PCA Classifier

Plant Leaf Identification Using Feature Fusion of Wavelet Scattering Network and CNN With PCA Classifier

Deep learning models, particularly Convolutional Neural Networks (CNNs), are pivotal in enabling botanists to efficiently identify plant species, which is essential for applications in medicine, agriculture, and the food industry. Unlike traditional machine learning methods that often struggle to ca...

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Bibliographic Details
Main Authors: S. Gowthaman, Abhishek Das
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Wavelet scattering network
convolutional neural network
principal component analysis
support vector machine
K-nearest neighbors
plant classification
Online Access:https://ieeexplore.ieee.org/document/10839358/
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