Face hallucination with application in far distance face recognition
|dc.contributor.supervisor||Prof. Ling Li|
|dc.contributor.supervisor||Assoc. Prof. Wanquan Liu|
In this thesis, faces captured in far distances are investigated. Face enhancement algorithms are studied. Hallucinating faces in holistic model and patch-based model are analysed respectively. The advantages and disadvantages of both models are discussed. An innovative holistic model and patch-based model are proposed separately. More investigation in practical surveillance environments are carried. And a new far face recognition model is proposed. Experiments demonstrate the improvement of proposed approaches.
|dc.title||Face hallucination with application in far distance face recognition|
|curtin.department||School of Electrical Engineering and Computing, Department of Computing|