Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward

M Masood, M Nawaz, KM Malik, A Javed, A Irtaza… - Applied …, 2023 - Springer
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …

Face recognition by humans and machines: three fundamental advances from deep learning

AJ O'Toole, CD Castillo - Annual Review of Vision Science, 2021 - annualreviews.org
Deep learning models currently achieve human levels of performance on real-world face
recognition tasks. We review scientific progress in understanding human face processing …

Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms

PJ Phillips, AN Yates, Y Hu, CA Hahn… - Proceedings of the …, 2018 - National Acad Sciences
Achieving the upper limits of face identification accuracy in forensic applications can
minimize errors that have profound social and personal consequences. Although forensic …

A survey on face detection in the wild: past, present and future

S Zafeiriou, C Zhang, Z Zhang - Computer Vision and Image …, 2015 - Elsevier
Face detection is one of the most studied topics in computer vision literature, not only
because of the challenging nature of face as an object, but also due to the countless …

[图书][B] Computer vision: algorithms and applications

R Szeliski - 2022 - books.google.com
Humans perceive the three-dimensional structure of the world with apparent ease. However,
despite all of the recent advances in computer vision research, the dream of having a …

[图书][B] Sensation and perception

EB Goldstein - 1989 - psycnet.apa.org
The book you are about to read is about research that asks questions like" How do our
senses operate?"" What is the connection between nervous system activity and perception?" …

Surpassing human-level face verification performance on LFW with GaussianFace

C Lu, X Tang - Proceedings of the AAAI conference on artificial …, 2015 - ojs.aaai.org
Face verification remains a challenging problem in very complex conditions with large
variations such as pose, illumination, expression, and occlusions. This problemis …

Attribute and simile classifiers for face verification

N Kumar, AC Berg, PN Belhumeur… - 2009 IEEE 12th …, 2009 - ieeexplore.ieee.org
We present two novel methods for face verification. Our first method-“attribute” classifiers-
uses binary classifiers trained to recognize the presence or absence of describable aspects …

Cooperating with machines

JW Crandall, M Oudah, Tennom… - Nature …, 2018 - nature.com
Abstract Since Alan Turing envisioned artificial intelligence, technical progress has often
been measured by the ability to defeat humans in zero-sum encounters (eg, Chess, Poker …

Describable visual attributes for face verification and image search

N Kumar, A Berg, PN Belhumeur… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
We introduce the use of describable visual attributes for face verification and image search.
Describable visual attributes are labels that can be given to an image to describe its …