دورية أكاديمية

Vector quantization: Clustering and classification trees.

التفاصيل البيبلوغرافية
العنوان: Vector quantization: Clustering and classification trees.
المؤلفون: Cosman, Pamela C., Gray, Robert M., Olshen, Richard A.
المصدر: Journal of Applied Statistics. 1994, Vol. 21 Issue 1-2, p93. 16p. 2 Black and White Photographs, 1 Diagram, 2 Graphs.
مصطلحات موضوعية: *ALGORITHMS, *MATHEMATICAL models, *STATISTICS, IMAGE compression, CLASSIFICATION
مستخلص: Summarizes the general goals of image compression and vector quantization. Tree-structures vector quantizers (TSVQ) as an approach to image compression in which clustering algorithms are combined with ideas from tree-structures classification to provide code books; Discussion of methods for code book design; The generalized Lloyd algorithm for clustering; Whether the diagnostic accuracy is adversely affected by compression.
قاعدة البيانات: Business Source Index
الوصف
تدمد:02664763
DOI:10.1080/757582970