International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

Downloads: 114 | Views: 122

Research Paper | Engineering Science | Egypt | Volume 3 Issue 10, October 2014

Photo-To-Sketch Matching Using Gabor Wavelet Transform

Shaimaa M. Osman | Gamal Selim | Gouda I. Salama

Abstract: Face photo-to-sketch synthesis has helpful applications on each digital entertainment and law enforcement. This paper presents an efficient algorithm formatting sketches with a face images. in order to get the transformed sketch (synthesized sketch) that is in the same modality with the original sketch we use Roberts detection technique, extract features from both the sketch and the transformed sketch (output from edge detection technique), and finally the matching step achieved by using three methods that will be illustrated in section 6. The experiments achieved maximum accuracy of 94.3 % and with an excellent execution time for the sketch synthesis process of a photo about 5.5 seconds on a computer with 2.13GHz CPU

Keywords: LDA Linear Discriminant Analysis, Gabor Wavelet Transforms, Feature Fusion, SVM Support Vector Machine, Combining Classifiers

Edition: Volume 3 Issue 10, October 2014,

Pages: 212 - 220

How to Download this Article?

Type Your Email Address below to Download the Article PDF

How to Cite this Article?

Shaimaa M. Osman, Gamal Selim, Gouda I. Salama, "Photo-To-Sketch Matching Using Gabor Wavelet Transform", International Journal of Science and Research (IJSR), Volume 3 Issue 10, October 2014, pp. 212-220,

Similar Articles with Keyword 'Linear'

Downloads: 3

Research Paper, Engineering Science, Senegal, Volume 10 Issue 8, August 2021

Pages: 714 - 725

Fatigue Performance of Long - Term Aged Plastic Granule Modi?ed Bitumen Containing Chemical Additives

Ibrahima SOW [2] | Ibrahima Khalil CISSE [3]

Share this Article

Downloads: 99

Case Studies, Engineering Science, Morocco, Volume 3 Issue 6, June 2014

Pages: 2829 - 2835

Using the Total Multiple Linear Regression and Artificial Neurons Network-Multi Layer Perceptron for Modelling the Normal System; at Variable Point of Functioning of a Continuous Distillation Column Methylcyclohexane

B. Boudebbouz | I. Manssouri | A. Mouchtachi | B. El Kihel

Share this Article