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Deep learning for face anti-spoofing: A survey
Face anti-spoofing (FAS) has lately attracted increasing attention due to its vital role in
securing face recognition systems from presentation attacks (PAs). As more and more …
securing face recognition systems from presentation attacks (PAs). As more and more …
Are explainability tools gender biased? a case study on face presentation attack detection
Face recognition (FR) systems continue to spread in our daily lives with an increasing
demand for higher explain-ability and interpretability of FR systems that are mainly based on …
demand for higher explain-ability and interpretability of FR systems that are mainly based on …
Recognition performance variation across demographic groups through the eyes of explainable face recognition
Face recognition systems are susceptible to differences in performance across demographic
or non-demographic groups. However, the understanding of the behavior of face recognition …
or non-demographic groups. However, the understanding of the behavior of face recognition …
Myope models-are face presentation attack detection models short-sighted?
Presentation attacks are recurrent threats to biometric systems, where impostors attempt to
bypass these systems. Humans often use background information as contextual cues for …
bypass these systems. Humans often use background information as contextual cues for …
Fisher vectors for biometric presentation attack detection
Biometric systems have experienced a large development over the last years since they are
accurate, secure and in many cases, more user convenient than traditional credential-based …
accurate, secure and in many cases, more user convenient than traditional credential-based …
[HTML][HTML] An attention-guided framework for explainable biometric presentation attack detection
Despite the high performances achieved using deep learning techniques in biometric
systems, the inability to rationalise the decisions reached by such approaches is a …
systems, the inability to rationalise the decisions reached by such approaches is a …
Does Machine Learning Replicate the Uncanny Valley? An Example using FaceNet
T Imaizumi, L Li, K Ueda - Proceedings of the Annual Meeting of …, 2023 - escholarship.org
Androids that strongly but imperfectly resemble humans in shape can elicit negative
emotions in people, a phenomenon known as the" uncanny valley," which has been …
emotions in people, a phenomenon known as the" uncanny valley," which has been …
Causality-inspired taxonomy for explainable artificial intelligence
As two sides of the same coin, causality and explainable artificial intelligence (xAI) were
initially proposed and developed with different goals. However, the latter can only be …
initially proposed and developed with different goals. However, the latter can only be …
Explainable and Interpretable Face Presentation Attack Detection Methods
ML Nóbrega - 2021 - search.proquest.com
The face has always been the main way used by human beings to recognize individuals.
With all the technological advances, this became a method used in the digital world, and …
With all the technological advances, this became a method used in the digital world, and …
Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes
WJ dos Santos Silva - 2022 - search.proquest.com
Treatments for breast cancer have continued to evolve and improve in recent years,
resulting in a substantial increase in survival rates, with approximately an 80% survival at 10 …
resulting in a substantial increase in survival rates, with approximately an 80% survival at 10 …