Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper | Computer Science & Engineering | India | Volume 3 Issue 4, April 2014
Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
The progression of biometric technology has provided criminal investigators additional tools to determine the criminals identity. In addition to DNA and circumstantial evidence, if a dormant fingerprint is found at an investigative sight or a surveillance camera captures an image of a suspects face, then these cues may be used to determine the identity of culprits, using automated biometric identification. However, many crimes occur when none of such information is present, but instead an eye-witness of the crime is available. In such situation a forensic artist is often used to work with the witness or the victim in order to draw a sketch that depicts the facial appearance of the culprit according to the verbal description; such sketch drawn depending on the description given by an eye witness is called forensic sketch. Using feature based approach how to match a forensic sketch to a gallery of mugshot images described here. To match forensic sketches against mugshot images a robust framework called local feature-based discriminant analysis (LFDA) is used. In this paper experiments are carried out using 45 forensic sketches for matching against a gallery of 150 photo images. In this framework, both sketch and photo images are considered for extracting feature descriptors using scale invariant feature transform (SIFT) and multiscale local binary pattern (MLBP) method. The experimental results demonstrate the matching performance using the presented feature based approach.
Keywords: Mugshot, forensic sketch, Local feature-based discriminant analysis, Feature-based approach, Texture descriptors, Feature descriptors
Edition: Volume 3 Issue 4, April 2014
Pages: 11 - 14
How to Cite this Article?
Pushpa Gopal Ambhore, Lokesh Bijole, "Face Sketch to Photo Matching Using LFDA", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20131347, Volume 3 Issue 4, April 2014, 11 - 14
150 PDF Views | 128 PDF Downloads
Similar Articles with Keyword 'Mugshot'
Views: 136 , Downloads: 103 | CTR: 76 % | Weekly Popularity: ⮙1
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015
Pages: 1502 - 1506An Effective Technique for Matching Facial Composite to Mugshots using Face Sketch System
Vinayak P P, Nahala M A
Views: 138 , Downloads: 113 | CTR: 82 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1290 - 1294Face Sketch to Photo Matching Using LFDA and Pre-Processing
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 11 - 14Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
Similar Articles with Keyword 'forensic sketch'
Views: 117 , Downloads: 110 | CTR: 94 % | Weekly Popularity: ⮙2
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 1838 - 1840A Survey over the Content-Based Image Retrieval Techniques
Suhasini Gunjal, S. M. Rokade
Views: 138 , Downloads: 113 | CTR: 82 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1290 - 1294Face Sketch to Photo Matching Using LFDA and Pre-Processing
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 11 - 14Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
Similar Articles with Keyword 'Local feature-based discriminant analysis'
Views: 138 , Downloads: 113 | CTR: 82 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1290 - 1294Face Sketch to Photo Matching Using LFDA and Pre-Processing
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 11 - 14Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
Similar Articles with Keyword 'Feature-based approach'
Views: 138 , Downloads: 113 | CTR: 82 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1290 - 1294Face Sketch to Photo Matching Using LFDA and Pre-Processing
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 145 , Downloads: 118 | CTR: 81 % | Weekly Popularity: ⮙4
Survey Paper, Computer Science & Engineering, Iraq, Volume 6 Issue 9, September 2017
Pages: 893 - 896Feature Extraction Techniques on Facial Images: An Overview
Lafta Raheem Ali, Dr. Haider Kadhim Homood, Dr. Amer Saleem Elameer
Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 11 - 14Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
Similar Articles with Keyword 'Texture descriptors'
Views: 138 , Downloads: 113 | CTR: 82 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1290 - 1294Face Sketch to Photo Matching Using LFDA and Pre-Processing
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 11 - 14Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
Similar Articles with Keyword 'Feature descriptors'
Views: 130 , Downloads: 110 | CTR: 85 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015
Pages: 1459 - 1463A System for Providing Highly Secured Authentication
Kishori N. Ushir, R. B. Joshi
Views: 138 , Downloads: 113 | CTR: 82 % | Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1290 - 1294Face Sketch to Photo Matching Using LFDA and Pre-Processing
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 140 , Downloads: 119 | CTR: 85 % | Weekly Popularity: ⮙1
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 568 - 571Review on Content Based Duplicate Image Detection
Jagtap Ankita K., Tidke B. A
Views: 150 , Downloads: 128 | CTR: 85 % | Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 4, April 2014
Pages: 11 - 14Face Sketch to Photo Matching Using LFDA
Pushpa Gopal Ambhore, Lokesh Bijole
Views: 164 , Downloads: 131 | CTR: 80 % | Weekly Popularity: ⮙4
Research Paper, Computer Science & Engineering, Bangladesh, Volume 2 Issue 8, August 2013
Pages: 413 - 419Local Gray Code Pattern (LGCP): A Robust Feature Descriptor for Facial Expression Recognition
Mohammad Shahidul Islam