A texture feature extraction of crop field images using GLCM approach
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2014, Vol 2, Issue 12
Abstract
To capture visual content of images for retrieval, feature extraction is one of the method. In this paper feature extraction is done using GLCM (Gray Level Co-occurrence Matrix). In this work 6 varieties of crop images are considered namely paddy, maize, cotton, groundnut, sugarcane and sunflower. There are many second order statistical texture features extracted using GLCM namely autocorrelation, entropy, cluster prominence etc. The four features namely autocorrelation, sum of squares of variance, sum of variance and sum of average are found to be predominant features for the present study. Considering texture as a feature, the average accuracy of 63.75% is obtained. The results show that these texture features are efficient and can be used for real time pattern recognition.
Authors and Affiliations
SushilaShidnal| Assistant Professor SMVIT, Bangalore
Keywords
Related Articles
- EP ID EP16432
- DOI -
- Views 339
- Downloads 14
A Two Layer Secure Data Search with Bilinear Map and AES over Cloud
Multikeyword search over cloud is an interesting research issue in the field of knowledge and data engineering of cloud computing. Various researchers proposed various solutions to upload and process documents over c...
Data integrity and Auditing for Secured Cloud Data Storage
Time and Trend has its own significance to build the technology smarter, better and easier to the end user.To the Better stretch of the Information Technology, the Innovation and renovation has changed computing appr...
We research a novel plan of online multi-modal distance metric learning (OMDML), which investigates a brought together two-level web based learning plan: (i) it figures out how to streamline a separation metric on ev...
Android-Based Vehicle Monitoring and Tracking System Using ARM7 and CAN Technology
This system aims to provide a low-cost means of monitoring a vehicle’s performance and tracking by communicating the obtained data to a mobile device via Bluetooth. Then the results can be viewed by the user to mon...
Design Development and Analysis Of Two Wheeler Eco Friendly Plastic Carburetor With Rapid Prototyping
The design development and analysis of carburetor has been carry out by applying structural and thermal loads. The present work particularly deals with the drafting and designing of carburetor using plastic materials...