02715nam a2200385 4500 20260818084540.0 080998 th eng .b10157311 AIT Thesis no. CS-94-41 Bahani, Pervin Ong A computer assisted interpretation system for land cover classification with NOAA AVHRR data Bangkok : Asian Institute of Technology, 1994 56 leaves Thesis ; no. CS-94-41 A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Engineering and Technology Thesis (M.Sc.) - Asian Institute of Technology, 1994 In this study, a technique for land cover classification was proposed and implemented. The proposed method uses a combination of supervised and unsupervised classification. Split and merge clustering is applied to the selected training data and the output clusters will be used in the assignment of the unknown pixel of the image to be classified. Two existing conventional methods namely, maximum likelihood classification method (MLC) and minimum distance classification method (MDC) were also implemented. The first method is based on statistical probabilities, the second method uses distance as a discriminant to classify an unknown input pixel. Test sites were selected and the performances of the three implemented classification methods were compared. The test sites were classified into four types. The classification results showed that the proposed method can give better classification accuracy, however classification time is longer for the proposed classification method compared to both MLC and MDC. Remote sensing Murai, Shunji, Chairperson Vilas Wuwongse, Examination Committee Ochi, Shiro, Examination Committee The Government of Japan, Scholarship Donor Asian Institute of Technology. Thesis ; no. CS-94-41 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B15767 .b10157311 mnait x 240411 2 951012 m a x 2 mnait mnarc 20 40 Barcode : 30050003102398 CREATED : 1994-05-16 RECORD # : i10186104 LPATRON : 1020906 LCHKIN : 2008-03-02 # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 1 TOT RENEW : 0 Barcode : 30050120356448 CREATED : 2016-06-14 RECORD # : i13035149 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 20899 20899 0 0 0 0 MAIN MAIN mnait 2026-08-18 0 AIT Thesis no. CS-94-41 30050003102398 2026-08-18 08:45:40 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Thesis no. CS-94-41 30050120356448 2026-08-18 08:45:40 2026-08-18 40