A Modified Version of the K-Means Algorithm with a Distance Based on Cluster Symmetry
IEEE Transactions on Pattern Analysis and Machine Intelligence
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Regions-of-Interest and Spatial Layout for Content-Based Image Retrieval
Multimedia Tools and Applications
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Retrieval Based on Regions of Interest
IEEE Transactions on Knowledge and Data Engineering
Region-based image retrieval using integrated color, shape, and location index
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
ROI Based Natural Image Retrieval Using Color and Texture Feature
FSKD '07 Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery - Volume 04
A ROI image retrieval method based on CVAAO
Image and Vision Computing
A smart content-based image retrieval system based on color and texture feature
Image and Vision Computing
Content-based image retrieval methods
Programming and Computing Software
A histogram-based approach for object-based query-by-shape-and-color in image and video databases
Image and Vision Computing
An effective image retrieval scheme using color, texture and shape features
Computer Standards & Interfaces
Computer Graphics with Open GL
Computer Graphics with Open GL
Image retrieval based on micro-structure descriptor
Pattern Recognition
Regions of interest extraction from color image based on visual saliency
The Journal of Supercomputing
Information Sciences: an International Journal
Visual query processing for efficient image retrieval using a SOM-based filter-refinement scheme
Information Sciences: an International Journal
Halfway through the semantic gap: Prosemantic features for image retrieval
Information Sciences: an International Journal
Color object detection using spatial-color joint probability functions
IEEE Transactions on Image Processing
Texture analysis and classification: A complex network-based approach
Information Sciences: an International Journal
A novel method for image retrieval based on structure elements' descriptor
Journal of Visual Communication and Image Representation
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In this study, a novel technique for image retrieval based on selective regions matching using region codes is presented. All images in the database are uniformly divided into multiple regions and each region is assigned a 4-bit region code based upon its location relative to the central region. Dominant color and Local Binary Pattern (LBP) based texture features are extracted from these regions. Feature vectors together with their region codes are stored and indexed in the database. During retrieval, feature vectors of regions having region codes similar to the query image region are used for comparison. To reflect the user's intent in query formulation in a better way, an effective technique for Region of Interest (ROI) overlapping block selection is also proposed. Region codes are further used to find relative locations of multiple ROIs in query and target images. The performance of the proposed approach is tested on the MPEG-7 CCD database and Corel image database. Experimental results show that the proposed approach increases the accuracy and reduces image retrieval time.