An Integrated approach to CBIR using multiple features and HSV Histogram

An Integrated approach to CBIR using multiple features and HSV Histogram

An efficient search for semantically relevant images has always been thirst in computer vision and processing specially in large scale image retrieval. We propose an integrated approach for fast and effective image retrieval system using multiple features and hsv histogram. Relevance feedback allows user interaction to improve the performance. Features used in this work are improved lbp and mod...

Efficient CBIR Using Color Histogram Processing

The need for efficient content-based image retrieval system has increased hugely. Efficient and effective retrieval techniques of images are desired because of the explosive growth of digital images. content based image retrieval (CBIR) is a promising approach because of its automatic indexing retrieval based on their semantic features and visual appearance. The similarity of images depends on ...

Linear Equation in Parts as Histogram Specification for CBIR Using Bins Approach

—This paper explores the use of linear equations as histogram specification for CBIR system based on bins approach. This specification modifies the histogram of R, G and B planes of image. It actually pushes the intensities to little higher level which gives enhanced image where in the image details can be seen clearly. This modified image contents are utilized effectively to form the feature v...

An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features

We propose a new integrated approach based on Markov logic networks (MLNs), an effective combination of probabilistic graphical models and firstorder logic for statistical relational learning, to extracting relations between entities in encyclopedic articles from Wikipedia. The MLNs model entity relations in a unified undirected graph collectively using multiple features, including contextual, ...

IPH: an Integrated Probabilistic Histogram for Measuring Image Similarity in HSV Color Space