Arvind, CS; Vanjare, A; Omkar, SN; Senthilnath, J; Mani, V; Diwakar, PG (2013). Multi-temporal Satellite Image Analysis Using Unsupervised Techniques. ADVANCES IN COMPUTING AND INFORMATION TECHNOLOGY, VOL 2, 177, 757-765.
This paper presents flood assessment using non-parametric techniques for multi-temporal time series MODES (Moderate Resolution Imaging Spectro radiometer) satellite images. The unsupervised methods like mean shift algorithm and median cut are used for automatic extraction of water pixel from the image. The extracted results presents a comparative study of unsupervised image segmentation methods. The performance evaluation indices like root mean square error and receiver operating characteristics are used to study algorithm performance. The result reported in this paper provides useful information for multi-temporal time series image analysis which can be used for current and future research.