The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Static Signature Verification Based on Texture Analysis Using Support Vector Machine
|
|
Author(s): Subhash Chandra (Indian Institute of Technology, Department of Computer Science and Engineering, Indian Institute of Technology, Dhanbad, India)and Sushila Maheshkar (Indian Institute of Technology, Department of Computer Science and Engineering, Indian Institute of Technology, Dhanbad, India)
Copyright: 2017
Volume: 8
Issue: 2
Pages: 11
Source title:
International Journal of Multimedia Data Engineering and Management (IJMDEM)
Editor(s)-in-Chief: Chengcui Zhang (University of Alabama at Birmingham, USA)and Shu-Ching Chen (University of Missouri-Kansas City, United States)
DOI: 10.4018/IJMDEM.2017040103
Purchase
|
Abstract
Off-line hand written signature verification performs at the global level of image. It processes the gray level information in the image using statistical texture features. The textures and co-occurrence matrix are analyzed for features extraction. A first order histogram is also processed to reduce different writing ink pens used by signers. Samples of signature are trained with SVM model where random and skilled forgeries have been used for testing. Experimental results are performed on two databases: MCYT-75 and GPDS Synthetic Signature Corpus.
Related Content
|
Yasasi Abeysinghe, Bhanuka Mahanama, Gavindya Jayawardena, Yasith Jayawardana, Mohan Sunkara, Andrew T. Duchowski, Vikas Ashok, Sampath Jayarathna.
© 2024.
20 pages.
|
|
Chengxuan Huang, Evan Brock, Dalei Wu, Yu Liang.
© 2023.
23 pages.
|
|
Duleep Rathgamage Don, Jonathan Boardman, Sudhashree Sayenju, Ramazan Aygun, Yifan Zhang, Bill Franks, Sereres Johnston, George Lee, Dan Sullivan, Girish Modgil.
© 2023.
17 pages.
|
|
Wei-An Teng, Su-Ling Yeh, Homer H. Chen.
© 2023.
17 pages.
|
|
Hemanth Gudaparthi, Prudhviraj Naidu, Nan Niu.
© 2022.
20 pages.
|
|
Anchen Sun, Yudong Tao, Mei-Ling Shyu, Angela Blizzard, William Andrew Rothenberg, Dainelys Garcia, Jason F. Jent.
© 2022.
19 pages.
|
|
Suvojit Acharjee, Sheli Sinha Chaudhuri.
© 2022.
16 pages.
|
|
|