Periocular Soft Biometrics: A Survey and Applications to Multimedia Forensics and Disinformation Detection

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biometricsforensicsdeep learningdisinformation detection

2608.14701

Builder Relevance

70%

1h ago

Abstract

The paper surveys the use of periocular soft biometrics for demographic attribute estimation and its applications in multimedia forensics and disinformation detection.

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Core Claim

The paper provides a comprehensive survey of demographic attribute estimation from periocular images, highlighting its robustness in forensic applications.

Method / Result

The survey covers methodological trends from handcrafted descriptors to deep learning architectures.

Limitations

Open challenges include dataset bias, cross-domain generalization, and the lack of forensic-oriented benchmarks.

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