Maximum Likelihood Method modified in estimating a prior probability and in improving misclassification errors

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Volumn 33, Issue , 2000, Pages 1499-1504

  Susaki, Junichi ^a   Shibasaki, Ryosuke ^b  

^a INSTITUTE OF INDUSTRIAL SCIENCE   (Japan)

^b UNIVERSITY OF TOKYO   (Japan)

Author keywords

Data fusion; Decision tree; Maximum Likelihood Method (MLM); Mixel

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA FUSION; DECISION TREES; ERRORS; IMAGE SEGMENTATION; MAXIMUM PRINCIPLE; REMOTE SENSING; TREES (MATHEMATICS);

CLASSIFICATION METHODS; CLASSIFICATION RESULTS; EXPECTATION - MAXIMIZATIONS; FINITE MIXTURE MODELING; MAXIMUM LIKELIHOOD METHODS; MISCLASSIFICATION ERROR; MIXEL; OCCURRENCE PROBABILITY;

MAXIMUM LIKELIHOOD;

EID: 84943409853     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (2)

1. Redner R. A., Walker H. F., 1984. Mixture densities, maximum likelihood and the EM algorithm, SIAM Review, vol. 26, No. 2, pp. 195-239
2. Susaki J., Shibasaki R., 1999. Estimation method of spectral characteristic and area proportion of land cover based on probabilistic mixel model, Journal of Japan Society of Photogrammetry and Remote Sensing, vol. 38, No. 3, pp. 44-59