Recognition of Green Colour Vegetables' Images Using an Artificial Neural Network

Title

Recognition of Green Colour Vegetables' Images Using an Artificial Neural Network

Creator

Madgi M.; Danti A.; Anami B.

Description

Image processing is used in all the domains including agriculture. In this paper, we have introduced a computationally simple and small feature vector, as a tool for the recognition of green colour vegetable images. The RGB colour system is used and the feature set is computationally economic and performs well on locally available vegetable images. For recognition of vegetable images, an ANN-based classifier is deployed. The recognition percentage is in the scale of 74-100 for 15 vegetable types. This work finds application in the packing of vegetables, food processing, automatic vending. 2019 IEEE.

Source

2019 International Conference on Data Science and Communication, IconDSC 2019

Date

2019-01-01

Publisher

Institute of Electrical and Electronics Engineers Inc.

Subject

ANN classifier; feature vector; horticultural produce; vegetable recognition

Coverage

Madgi M., Dept. of Computer Science and Engg., K. L. E. Institute of Technology, Hubballi, India; Danti A., Dept. of Computer Science and Engg., Christ, Deemed to be University, Bengaluru, India; Anami B., K. L. E. Institute of Technology, Hubballi, India

Rights

Restricted Access

Relation

ISBN: 978-153869319-3

Format

Online

Language

English

Type

Conference paper

Identifier

https://doi.org/10.1109/IconDSC.2019.8816943

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072774681&doi=10.1109%2fIconDSC.2019.8816943&partnerID=40&md5=02fb596bb288252b501a7fd22cc49ed3