Title
Unsupervised image segmentation using the minimum description length principle
Abstract
Considers the problem of unsupervised multiband image segmentation specifically, using the MDL criterion, an associated complexity measure. According to the MDL principle, the best estimates are those that result in the most compact encoding of the image. An important advantage of such an approach is that it is virtually free of the need to choose arbitrary thresholds, which are typical of many segmentation techniques, and which, in many cases, need to be interactively adjusted in order to get satisfactory results
Year
DOI
Venue
1992
10.1109/ICPR.1992.201875
The Hague
Keywords
DocType
Citations 
image coding,image segmentation,MDL criterion,encoding,minimum description length principle,segmentation techniques,unsupervised multiband image segmentation
Conference
5
PageRank 
References 
Authors
1.61
2
4
Name
Order
Citations
PageRank
jacob sheinvald151.61
Byron Dom22600825.93
W. Niblack31104364.48
David Steele424449.50