Shamik Tiwari

Work place: School of Computer Science, Department of Virtualization, University of Petroleum & Energy Studies, Dehradun

E-mail: shamik.tiwari@ddn.upes.ac.in

Website:

Research Interests: Applied computer science, Computer systems and computational processes, Computer Graphics and Visualization, Theoretical Computer Science

Biography

Shamik Tiwari, presently working as an Associate Professor at School of Computer Science, Department of Virtualization, University of Petroleum and Energy Studies, Dehradun

Author Articles
Efficient Image Retrieval through Hybrid Feature Set and Neural Network

By Nitin Arora Alaknanda Ashok Shamik Tiwari

DOI: https://doi.org/10.5815/ijigsp.2019.01.05, Pub. Date: 8 Jan. 2019

Images are an important part of daily life. Any person cannot easily control the huge repository of digitally existing images. Extensive scanning of the image database is very much essential to search a particular image from the huge repository. In some cases, this procedure becomes very exhaustive also. As a result, if a count of ten thousand, lakhs or considerably more images are included in the image database, then it may be transformed into a tedious and never-ending process. Content-based image retrieval (CBIR) is a technique, which is used for retrieving an image. This type of image retrieval procedure is centered on the real content of the image. This paper proposed a model of the hybrid feature set of Haar wavelets and Gabor features and analyzed with different existing models image retrieval. Content-based image retrieval using hybrid feature set of Haar wavelets and Gabor features superiors on other models.

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