Open Access Open Access  Restricted Access Subscription Access
Open Access Open Access Open Access  Restricted Access Restricted Access Subscription Access

Color Image Segmentation Using Modified Counter Propagation Network for Cloud Images


Affiliations
1 Mother Teresa Women’s University, Kodaikanal, Tamilnadu, India
2 Sun College of Engineering & Technology, Kanyakumari – 629902, Tamil Nadu, India
     

   Subscribe/Renew Journal


Satellite images are used to understand the land information. But it is difficult to identify the area which is below the clouds. So it is very important task to detect and removal the cloud images. The aim is to give the method for automatic detection and removal of cloud and its shadow contamination from satellite images. After detecting the contamination the method is used to replace the data from different images of the same area to minimize the cloud contamination effect. The Adaptive Brightness Threshold Algorithm (ABT) and Counter Propagation Network (CPN) are used for detection. CPN is able to show the better performance than ABT.


Keywords

Cloud Detection, Threshold, Counter Propagation Network, Satellite Images.
User
Subscription Login to verify subscription
Notifications
Font Size

Abstract Views: 230

PDF Views: 1




  • Color Image Segmentation Using Modified Counter Propagation Network for Cloud Images

Abstract Views: 230  |  PDF Views: 1

Authors

T. Suganthi
Mother Teresa Women’s University, Kodaikanal, Tamilnadu, India
S. Purushothaman
Sun College of Engineering & Technology, Kanyakumari – 629902, Tamil Nadu, India

Abstract


Satellite images are used to understand the land information. But it is difficult to identify the area which is below the clouds. So it is very important task to detect and removal the cloud images. The aim is to give the method for automatic detection and removal of cloud and its shadow contamination from satellite images. After detecting the contamination the method is used to replace the data from different images of the same area to minimize the cloud contamination effect. The Adaptive Brightness Threshold Algorithm (ABT) and Counter Propagation Network (CPN) are used for detection. CPN is able to show the better performance than ABT.


Keywords


Cloud Detection, Threshold, Counter Propagation Network, Satellite Images.