Browsing by Author "Zamalieva, Daniya"
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Finding compound structures in images using image segmentation and graph-based knowledge discovery
Zamalieva, Daniya; Aksoy, Selim; Tilton J. C. (IEEE, 2009-07)We present an unsupervised method for discovering compound image structures that are comprised of simpler primitive objects. An initial segmentation step produces image regions with homogeneous spectral content. Then, the ... -
Mining of remote sensing image archives using spatial relationship histograms
Kalaycılar, Fırat; Kale, Aslı; Zamalieva, Daniya; Aksoy, Selim (IEEE, 2008-07)We describe a new image representation using spatial relationship histograms that extend our earlier work on modeling image content using attributed relational graphs. These histograms are constructed by classifying the ... -
Stylistic document retrieval for Turkish
Zamalieva, Daniya; Kalaycılar, Fırat; Kale, Aslı; Pehlivan, Selen; Can, Fazlı (IEEE, 2009-09)In information retrieval (IR) systems, there are a query and a collection of documents compared with this query and ranked according to a particular similarity measure. Since texts with the same content can be written by ... -
Unsupervised detection of compound structures using image segmentation and graph-based texture analysis
Zamalieva, Daniya (Bilkent University, 2009)The common goal of object-based image analysis techniques in the literature is to partition the images into homogeneous regions and classify these regions. However, such homogeneous regions often correspond to very small ...