Age-invariant face recognition using multiple descriptors along with modified dimensionality reduction approach
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-7741-y
Abstract: Face recognition on the basis of age variation is a significant yet challenging issue. One among the effective methods to age-invariant face recognition is to form a face aging model that can be utilized to… read more here.
Keywords: age; invariant face; face; age invariant ... See more keywords
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and a New Benchmark
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2022.3217882
Abstract: To minimize the impact of age variation on face recognition, age-invariant face recognition (AIFR) extracts identity-related discriminative features by minimizing the correlation between identity- and age-related features while face age synthesis (FAS) eliminates age variation… read more here.
Keywords: identity; face recognition; face; age ... See more keywords
Hybrid generative–discriminative approach to age-invariant face recognition
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.27.2.023029
Abstract: Abstract. Age-invariant face recognition is still a challenging research problem due to the complex aging process involving types of facial tissues, skin, fat, muscles, and bones. Most of the related studies that have addressed the… read more here.
Keywords: age; invariant face; face; age invariant ... See more keywords