Evolutionary granular approach for recognizing faces altered due to plastic surgery
Citations
162 citations
Cites background from "Evolutionary granular approach for ..."
...Recent work has focused on the impact of plastic surgery on face recognition [1][14][13][3]....
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108 citations
61 citations
Cites background or methods from "Evolutionary granular approach for ..."
...[3] used an evolutionary granular approach with CLBP and SURF features to process tessellated face images....
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...Only recently, have researchers from the biometric community begun to investigate the effect of plastic surgery on face recognition algorithms [13, 3, 1]....
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45 citations
Cites background from "Evolutionary granular approach for ..."
...in [40], proposed a complex, multiresolution approach to analyze the face images at different spatial frequency scales....
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40 citations
Cites background from "Evolutionary granular approach for ..."
...[9] proposed an evolutional granular approach....
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...However, we must pointed out that the results of [9, 10] are from testing on 60% of the whole database, while those of [3, 11, 12] and ours are from testing on the whole database....
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References
710 citations
699 citations
"Evolutionary granular approach for ..." refers background in this paper
...established 19 results based on face recognition capabilities of the human mind [18]....
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...edu and knowledge represented at different levels of information granularity [18]....
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244 citations
"Evolutionary granular approach for ..." refers methods in this paper
...To incorporate the above mentioned research findings, we propose a granular approach [5], [11] for facial feature extraction and matching....
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187 citations
"Evolutionary granular approach for ..." refers background or methods in this paper
...6% on the plastic surgery face database [17]....
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...[17] describe several types of local and global plastic surgery procedures and their effect on different face recognition algorithms....
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...To evaluate the performance of the proposed algorithm two different databases are used: plastic surgery face database [17] and heterogeneous non-plastic surgery database....
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...In this research, publically available plastic surgery face database [17] is used....
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...Plastic surgery has been recently established as a new and important covariate of face recognition alongside pose, expression, illumination, aging and disguise [17]....
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124 citations
"Evolutionary granular approach for ..." refers background in this paper
...2) Speeded Up Robust Features: SURF is a scale and rotation invariant descriptor [6], [9] that generates a compact representation of an image based on the spatial distribution of gradient information around the interest points....
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...∙ Performance of SURF [6], [9], on the other hand, reduces when applied on face granules....
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