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Journal ArticleDOI

Supporting Content-Based Retrieval in Large Image Database Systems

TLDR
An effective block-oriented image decomposition structure which can be used to represent image content in image database systems is introduced and the application of this image data model to content-based image retrieval is discussed.
Abstract
In this paper, we investigate approaches to supporting effective and efficient retrieval of image data based on content. We first introduce an effective block-oriented image decomposition structure which can be used to represent image content in image database systems. We then discuss the application of this image data model to content-based image retrieval. Using wavelet transforms to extract image features, significant content features can be extracted from image data through decorrelating the data in their pixel format into frequency domain. Feature vectors of images can then be constructed. Content-based image retrieval is performed by comparing the feature vectors of the query image and the decomposed segments in database images. Our experimental analysis illustrates that the proposed block-oriented image representation offers a novel decomposition structure to be used to facilitate effective and efficient image retrieval.

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Citations
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Journal ArticleDOI

Semantic modeling and knowledge representation in multimedia databases

TL;DR: The current state of the art in semantic data modeling of multimedia data, which includes modeling and indexing techniques of multimedia documents, is presented.
Journal ArticleDOI

A Multi-Resolution Content-Based Retrieval Approach for Geographic Images

TL;DR: This paper designs a hierarchical approach to cluster geographical images for effective and efficient retrieval, measuring distances between feature vectors in the feature space using wavelet-based multi-resolution decomposition.
Proceedings ArticleDOI

Efficient resource selection in distributed visual information systems

TL;DR: This paper presents an approach to this problem that is based on image content-based indexing of a metadatabase at a query distribution server and demonstrates the effectiveness of the database ranking algorithm.
Journal ArticleDOI

Data resource selection in distributed visual information systems

TL;DR: An approach based on image content-based indexing of a metadatabase at a query distribution server to solve the problem of intelligent selection of relevant database sites based on visual queries is presented.
Proceedings ArticleDOI

Learning Concept Templates from Web Images to Query Personal Image Databases

TL;DR: This paper introduces a method for learning concept templates from web images to query personal image databases and has the advantage of leveraging Web resources to ease personal photo retrieval in order to avoid costly annotation ofpersonal image databases.
References
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Journal ArticleDOI

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TL;DR: In this paper, it is shown that the difference of information between the approximation of a signal at the resolutions 2/sup j+1/ and 2 /sup j/ (where j is an integer) can be extracted by decomposing this signal on a wavelet orthonormal basis of L/sup 2/(R/sup n/), the vector space of measurable, square-integrable n-dimensional functions.
Book

Multirate Systems and Filter Banks

TL;DR: In this paper, a review of Discrete-Time Multi-Input Multi-Output (DIMO) and Linear Phase Perfect Reconstruction (QLP) QMF banks is presented.
Journal ArticleDOI

Multiresolution approximations and wavelet orthonormal bases of L^2(R)

TL;DR: In this paper, the authors study the properties of multiresolution approximation and prove that it is characterized by a 2π periodic function, which is further described in terms of wavelet orthonormal bases.
Journal ArticleDOI

The TV-tree: an index structure for high-dimensional data

TL;DR: A file structure to index high-dimensionality data, which are typically points in some feature space, and the design of the tree structure and the associated algorithms that handle such “varying length” feature vectors are presented.
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