Low resolution face recognition based on support vector data description

✍ Scribed by Sang-Woong Lee; Jooyoung Park; Seong-Whan Lee

• Publisher: Elsevier Science
• Year: 2006
• Tongue: English
• Weight: 258 KB
• Volume: 39
• Category: Article
• ISSN: 0031-3203
• DOI: 10.1016/j.patcog.2006.04.033

✦ Synopsis

In the face recognition process, it is important to deal with a facial image of low-resolution. For low-resolution face recognition, we propose a new method of extending the SVDD, which is one of the most well-known support vector learning methods for the one-class problem. The proposed method can recognize a person even with a low-resolution image.