Faces from sketches: A subspace synthesis approach

Yung Hui Li, Marios Savvides

研究成果: 書貢獻/報告類型會議論文篇章同行評審

4 引文 斯高帕斯(Scopus)


In real life scenario, we may be interested in face recognition for identification purpose when we only got sketch of the face images, for example, when police tries to identify criminals based on sketches of suspect, which is drawn by artists according to description of witnesses, what they have in hand is a sketch of suspects, and many real face image acquired from video surveillance. So far the state-of-the-art approach toward this problem tries to transform all real face images into sketches and perform recognition on sketch domain. In our approach we propose the opposite which is a better approach; we propose to generate a realistic face image from the composite sketch using a Hybrid subspace method and then build an illumination tolerant correlation filter which can recognize the person under different illumination variations. We show experimental results on our approach on the CMU PIE (Pose Illumination and Expression) database on the effectiveness of our novel approach.

主出版物標題Biometric Technology for Human Identification III
出版狀態已出版 - 2006
事件Biometric Technology for Human Identification III - Kissimmee, FL, United States
持續時間: 17 4月 200618 4月 2006


名字Proceedings of SPIE - The International Society for Optical Engineering


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國家/地區United States
城市Kissimmee, FL


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