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035			_a.b10157311
099		9	_aAIT Thesis no. CS-94-41
100	1		_aBahani, Pervin Ong
245	1	2	_aA computer assisted interpretation system for land cover classification with NOAA AVHRR data
260			_aBangkok : _bAsian Institute of Technology, _c1994
300			_a56 leaves
490	1		_aThesis ; _vno. CS-94-41
500			_aA thesis submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Engineering and Technology
502			_aThesis (M.Sc.) - Asian Institute of Technology, 1994
520			_aIn 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.
650		0	_aRemote sensing
700	1		_aMurai, Shunji, _eChairperson
700	0		_aVilas Wuwongse, _eExamination Committee
700	1		_aOchi, Shiro, _eExamination Committee
710	2		_aThe Government of Japan, _eScholarship Donor
810	2		_aAsian Institute of Technology. _tThesis ; _vno. CS-94-41
856			_3Full-Text _uhttp://203.159.5.9/ait-thesis/detail.php?q=B15767
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909			_aBarcode : 30050003102398 _bCREATED : 1994-05-16 _cRECORD # : i10186104 _dLPATRON : 1020906 _eLCHKIN : 2008-03-02 _f# RENEWALS : 0 _g# OVERDUE : 0 _hIUSE3 : 0 _iTOT CHKOUT : 1 _jTOT RENEW : 0
909			_aBarcode : 30050120356448 _bCREATED : 2016-06-14 _cRECORD # : i13035149 _dLPATRON : 0 _eLCHKIN : - _f# RENEWALS : 0 _g# OVERDUE : 0 _hIUSE3 : 0 _iTOT CHKOUT : 0 _jTOT RENEW : 0
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