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Mathematical Problems in Engineering
Volume 2016, Article ID 8217250, 12 pages
http://dx.doi.org/10.1155/2016/8217250
Research Article

A Novel Image Retrieval Based on a Combination of Local and Global Histograms of Visual Words

1Department of Computer Engineering, University of Engineering and Technology, Taxila 47050, Pakistan
2Department of Software Engineering, University of Engineering and Technology, Taxila 47050, Pakistan
3Department of Computer Science, University of Engineering and Technology, Taxila 47050, Pakistan
4Department of Computer Engineering, Umm Al-Qura University, Makkah 21421, Saudi Arabia

Received 19 April 2016; Revised 14 June 2016; Accepted 19 June 2016

Academic Editor: Jinyang Liang

Copyright © 2016 Zahid Mehmood et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [12 citations]

The following is the list of published articles that have cited the current article.

  • Atif Nazir, Rehan Ashraf, Talha Hamdani, and Nouman Ali, “Content based image retrieval system by using HSV color histogram, discrete wavelet transform and edge histogram descriptor,” 2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET), pp. 1–6, . View at Publisher · View at Google Scholar
  • Toqeer Mahmood, Tabassam Nawaz, Zahid Mehmood, Zakir Khan, Mohsin Shah, and Rehan Ashraf, “Forensic analysis of copy-move forgery in digital images using the stationary wavelets,” 2016 Sixth International Conference on Innovative Computing Technology (INTECH), pp. 578–583, . View at Publisher · View at Google Scholar
  • Zahid Mehmood, Toqeer Mahmood, and Muhammad Arshad Javid, “Content-based image retrieval and semantic automatic image annotation based on the weighted average of triangular histograms using support vector machine,” Applied Intelligence, 2017. View at Publisher · View at Google Scholar
  • Nouman Ali, Bushra Zafar, Faisal Riaz, Saadat Hanif Dar, Naeem Iqbal Ratyal, Khalid Bashir Bajwa, Muhammad Kashif Iqbal, and Muhammad Sajid, “A Hybrid Geometric Spatial Image Representation for scene classification,” Plos One, vol. 13, no. 9, pp. e0203339, 2018. View at Publisher · View at Google Scholar
  • Bushra Zafar, Rehan Ashraf, Nouman Ali, Mudassar Ahmed, Sohail Jabbar, and Savvas A. Chatzichristofis, “Image classification by addition of spatial information based on histograms of orthogonal vectors,” Plos One, vol. 13, no. 6, pp. e0198175, 2018. View at Publisher · View at Google Scholar
  • Uzma Sharif, Zahid Mehmood, Toqeer Mahmood, Muhammad Arshad Javid, Amjad Rehman, and Tanzila Saba, “Scene analysis and search using local features and support vector machine for effective content-based image retrieval,” Artificial Intelligence Review, 2018. View at Publisher · View at Google Scholar
  • Zahid Mehmood, Naila Gul, Muhammad Altaf, Toqeer Mahmood, Tanzila Saba, Amjad Rehman, and Muhammad Tariq Mahmood, “Scene search based on the adapted triangular regions and soft clustering to improve the effectiveness of the visual-bag-of-words model,” EURASIP Journal on Image and Video Processing, vol. 2018, no. 1, 2018. View at Publisher · View at Google Scholar
  • Safia Jabeen, Zahid Mehmood, Toqeer Mahmood, Tanzila Saba, Amjad Rehman, and Muhammad Tariq Mahmood, “An effective content-based image retrieval technique for image visuals representation based on the bag-of-visual-words model,” Plos One, vol. 13, no. 4, pp. e0194526, 2018. View at Publisher · View at Google Scholar
  • Khurram Ashfaq Qazi, Tabassam Nawaz, Zahid Mehmood, Muhammad Rashid, and Hafiz Adnan Habib, “A hybrid technique for speech segregation and classification using a sophisticated deep neural network,” Plos One, vol. 13, no. 3, pp. e0194151, 2018. View at Publisher · View at Google Scholar
  • Pingping Liu, Zhuang Miao, Huili Guo, Yeran Wang, and Ni Ai, “Adding spatial distribution clue to aggregated vector in image retrieval,” EURASIP Journal on Image and Video Processing, vol. 2018, no. 1, 2018. View at Publisher · View at Google Scholar
  • Kanwal Yousaf, Zahid Mehmood, Tanzila Saba, Amjad Rehman, Muhammad Rashid, Muhammad Altaf, and Zhang Shuguang, “A Novel Technique for Speech Recognition and Visualization Based Mobile Application to Support Two-Way Communication between Deaf-Mute and Normal Peoples,” Wireless Communications and Mobile Computing, vol. 2018, pp. 1–12, 2018. View at Publisher · View at Google Scholar
  • Muhammad Yousuf, Zahid Mehmood, Hafiz Adnan Habib, Toqeer Mahmood, Tanzila Saba, Amjad Rehman, and Muhammad Rashid, “A Novel Technique Based on Visual Words Fusion Analysis of Sparse Features for Effective Content-Based Image Retrieval,” Mathematical Problems in Engineering, vol. 2018, pp. 1–13, 2018. View at Publisher · View at Google Scholar