Categorization of cloud image patches using an improved texton-based approach

• Main Authors: Dev, Soumyabrata, Lee, Yee Hui, Winkler, Stefan
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2016
• Subjects: Cloud texture; Classification; Groundbased sky imaging
• Online Access: https://hdl.handle.net/10356/82916; http://hdl.handle.net/10220/40358
• Institution: Nanyang Technological University

We propose a modified texton-based classification approach that integrates both color and texture information for improved classification results. We test our proposed method for the task of cloud classification on SWIMCAT, a large new database of cloud images taken with a ground-based sky imager, w...