Generating Representative Sets and Summaries for Large Collection of Images Using Image Cropping Techniques and Result Comparison

Abstract

The collection of photos hosted on photo archives and social networking sites has been increasing exponentially. It is really hard to get the summary of a large image set without browsing through the entire collection. In this paper two different techniques of image cropping (random windows technique and sequential windows technique) have been proposed to generate effective representative sets. A ranking mechanism has been also proposed for finding the best representative set.

Authors and Affiliations

Abdullah Al-Mamun, Dhaval Gandhi, Sheak Noori

Keywords

Related Articles

A Reduced Switch Voltage Stress Class E Power Amplifier Using Harmonic Control Network

In this paper, a harmonic control network (HCN) is presented to reduce the voltage stress (maximum MOSFET voltage) of the class E power amplifier (PA). Effects of the HCN on the amplifier specifications are investigated....

UML based Formal Model of Smart Transformer Power System

Recently many significant improvements have been done in traditionally power system. But still a lot of work is needed in traditional power system to mend many challenges. We propose formal method based on subnet model f...

Development of a Vehicle for Driving with Convolutional Neural Network

The aim of this paper is the design, simulation, construction and programming of the autonomous vehicle, capable of obstacle avoidance, object tracking also image and video processing. The vehicle will use a built-in cam...

Noble Method for Data Hiding using Steganography Discrete Wavelet Transformation and Cryptography Triple Data Encryption Standard: DES

Noble method for data hiding using steganography Discrete Wavelet Transformation: DWT and cryptography triple Data Encryption Standard: DES is proposed. In the current era, information technology has become inseparable f...

JWOLF: Java Free French Wordnet Library

The electronic lexical databases WordNets, have become essential for many computer applications, especially in linguistic research. Free French WordNet is an XML lexical database for French language based on Princeton Wo...

Download PDF file
  • EP ID EP106586
  • DOI 10.14569/IJACSA.2015.061131
  • Views 81
  • Downloads 0

How To Cite

Abdullah Al-Mamun, Dhaval Gandhi, Sheak Noori (2015). Generating Representative Sets and Summaries for Large Collection of Images Using Image Cropping Techniques and Result Comparison. International Journal of Advanced Computer Science & Applications, 6(11), 237-245. https://europub.co.uk/articles/-A-106586