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VisiMine: Interactive Mining in Image Databases Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, and Carsten Tusk
 

Summary: VisiMine: Interactive Mining in Image Databases
Krzysztof Koperski, Giovanni Marchisio, Selim Aksoy, and Carsten Tusk
Insightful Corporation
1700 Westlake Ave. N, Suite 500
Seattle, WA, 98109-3044
{krisk, giovanni, saksoy, ctusk}@insightful.com
Abstract We describe VisiMine, a system for data mining
and statistical analysis of large collections of remotely sensed
images.
I INTRODUCTION
The VisiMine project provides the infrastructure and
methodology required for the analysis of satellite images. In
order to facilitate the analysis of large amounts of image data,
we extract features of the images.
Large images are partitioned into a number of smaller,
more manageable image tiles. Partitioning allows fetching of
just the relevant tiles when retrieval of only part of the image
is requested, and provides faster segmentation of image tiles.
Individual image tiles are processed to extract the feature
vectors. The VisiMine architecture distinguishes between

  

Source: Aksoy, Selim - Department of Computer Engineering, Bilkent University

 

Collections: Computer Technologies and Information Sciences