Book Title: Recent Advancements and Future Perspectives in Electronics and Computer Engineering
Editors: Mr. Lochan Nagar and Dr. M.Sucharitha
ISBN: 978-81-963849-5-1
DOI: https://doi.org/10.59646/ecebookc25/007
Authors:
Dr. R. Rajasree, Assistant Professor, Department of ECE, PSN College of Engineering and Technology, Tamil Nadu, India
G. Ponseka, Assistant Professor, Department of ECE, Dr. G.U. Pope College of Engineering, Tamil Nadu, India
A. Alice Blessie, Assistant Professor, Department of ECE, Government college of Engineering, Tirunelveli, Tamil Nadu, India
Abstract:
Detection of plant leaf disease has been considered an interesting research field which is helpful to improve the crop and fruit yield. Computer vision and machine learning based approaches have gained huge attraction in digital image processing field. Several visual computing based techniques have been presented in the past for early prediction of plant leaf diseases. However, detection accuracy is still considered as a challenging task. Hence, in order to overcome this issue, we introduce a novel hybrid approach carried out in three forms. During the first phase, image enhancement and image conversion scheme are incorporated, which helps to overcome the low-illumination and noise related issues.