• Publications
  • Influence
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
TLDR
We present a new image representation that provides a transformation from the raw pixel data to a small set of image regions that are coherent in color and texture. Expand
  • 1,627
  • 89
  • PDF
Blobworld: A System for Region-Based Image Indexing and Retrieval
TLDR
Blobworld is a system for image retrieval based on finding coherent image regions which roughly correspond to objects. Expand
  • 958
  • 70
  • PDF
Color- and texture-based image segmentation using EM and its application to content-based image retrieval
TLDR
We present a new image representation which provides a transformation from the raw pixel data to a small set of image regions which are coherent in color and texture space. Expand
  • 554
  • 20
  • PDF
Region-based image querying
Retrieving images from large and varied collections using image content as a key is a challenging and important problem. In this paper, we present a new image representation which provides aExpand
  • 329
  • 14
  • PDF
Finding Pictures of Objects in Large Collections of Images
TLDR
This paper presents case studies illustrating an approach to determining image content that is capable of object classi cation. Expand
  • 225
  • 12
  • PDF
Optimizing queries over multimedia repositories
TLDR
We investigate how to optimize the processing of queries over multimedia repositories. Expand
  • 127
  • 4
  • PDF
Recognition of Images in Large Databases Using a Learning Framework
TLDR
We define a "blob world" representation which provides a transition from the raw pixel data to a small set of localized coherent regions in color and texture space. Expand
  • 53
  • 1
  • PDF
Creating a Customized Access Method for Blobworld
TLDR
We present the design and analysis of a customized access method for the content-based image retrieval system, Blobworld, and propose several variants of the R-tree, tailored to address the problems the analysis revealed. Expand
  • 22
  • PDF
...
1
2
...