Downloads: 116 | Views: 305
Review Papers | Electronics & Communication Engineering | India | Volume 7 Issue 5, May 2018 | Popularity: 6.7 / 10
A Review on Flower Classification Using Neural Network Classifier
Archana L. Lakesar
Abstract: Image processing plays an important role in extracting useful information from images. However, the process of translating an image into a statistical distribution of low-level features is not an easy task. These tasks are complicated since the acquired image data often noisy and target objects are influenced by lighting, intensity or illumination. In this paper we have present literature survey of various methods for classification of flowers using Artificial Neural Network (ANN) classifier. The proposed method is based on textural features such as Gray level co-occurrence matrix (GLCM), discrete wavelet transform (DWT) and Color features such as normalized color histogram. A flower image is segmented using a threshold based method. The database has different flower images with similar appearance.
Keywords: Feature extraction, flower classification, neural network, GLCM, DWT
Edition: Volume 7 Issue 5, May 2018
Pages: 1644 - 1646
Make Sure to Disable the Pop-Up Blocker of Web Browser
Similar Articles
Downloads: 152 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Comparative Studies, Electronics & Communication Engineering, India, Volume 9 Issue 6, June 2020
Pages: 750 - 753A Comparative Study on the Diagnosis of Skin Cancer using different Models in Deep Learning
Surya S Kumar, Dhanesh M S
Downloads: 1
Research Paper, Electronics & Communication Engineering, Egypt, Volume 10 Issue 12, December 2021
Pages: 1281 - 1287Feature Level Fusion of Palmprint and Iris Images for Person Identification
May Essam, Fayez Wanis Zaki, Mervat El-Seddek
Downloads: 1
Research Paper, Electronics & Communication Engineering, India, Volume 11 Issue 2, February 2022
Pages: 234 - 237Skin Segmentation at the Pixel Level Using Fully Convolutional Neural Network
Harsha B K, Indumathi G
Downloads: 3
Review Papers, Electronics & Communication Engineering, India, Volume 10 Issue 4, April 2021
Pages: 1349 - 1355Review on CNN based Sign Language Recognition Methods
Akash Vijayan, Sajeena .A
Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Electronics & Communication Engineering, India, Volume 10 Issue 8, August 2021
Pages: 509 - 513A CNN Based Embedded System for Improved Face Recognition
Sowmya .R, J. Jhansi