Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With advances in sensor technology, three dimensional (3D) face has become an emerging biometric modality, preferred especially in high security applications. Hover, dealing with facial occlusions is a great challenge, which should be handled to enable applicability to fully automatic security systems. ,  propose a technique to deal with occlusions at the classification stage: A masking strategy, which  call masked projection, is proposed to enable the use of subspace analysis techniques with incomplete data. Furthermore, a regional scheme suitable for occlusion handling is incorporated in classification to improve the overall results. Experimental results on two databases with realistic facial occlusions, namely, the Bosphorus and the UMB-DB, confirm that the masked subspace analysis offer an occlusion robust face recognition system.
['Nese Alyuz', 'Berk Gökberk', 'Lale Akarun']
I am writing a research paper on a idea Masked projection for 3D face recognition under occlusion
[{"from": "human", "value": "I am writing a research paper on a idea Masked projection for 3D face recognition under occlusion"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With advances in sensor technology, three dimensional (3D) face has become an emerging biometric modality, preferred especially in high security applications. Hover, dealing with facial occlusions is a great challenge, which should be handled to enable applicability to fully automatic security systems. ,  propose a technique to deal with occlusions at the classification stage: A masking strategy, which  call masked projection, is proposed to enable the use of subspace analysis techniques with incomplete data. Furthermore, a regional scheme suitable for occlusion handling is incorporated in classification to improve the overall results. Experimental results on two databases with realistic facial occlusions, namely, the Bosphorus and the UMB-DB, confirm that the masked subspace analysis offer an occlusion robust face recognition system."}]