Facial Parts-Based Face Hallucination Method
| Autor: | Kaori Kataoka, Hideki Koike, Akira Suzuki, Shingo Ando |
|---|---|
| Rok vydání: | 2010 |
| Předmět: |
Face hallucination
Computer science business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Pattern recognition Facial recognition system Active appearance model Face (geometry) Three-dimensional face recognition Computer vision Artificial intelligence business Face detection ComputingMethodologies_COMPUTERGRAPHICS |
| Zdroj: | Lecture Notes in Computer Science ISBN: 9783642136801 ICISP |
| DOI: | 10.1007/978-3-642-13681-8_1 |
| Popis: | Face hallucination produces high-resolution facial images from low-resolution inputs. In this paper, we propose a facial-parts-based face hallucination method. Since our goal is face recognition rather than face reconstruction, the contour information of facial-parts(such as eyes) is important. This method reconstructs facial parts as entities instead of dividing them into small blocks. We obtain the contours of facial parts by using the Active Appearance Model(AAM), and transform training images based on contours. We confirm that the proposed method significantly enhances face recognition performance. |
| Databáze: | OpenAIRE |
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