4 papers
Generative Adversarial Stacked Autoencoders
Ariel Ruiz-Garcia, Ibrahim Almakky, Vasile Palade +1
Generative Adversarial Networks (GANs) have become predominant in image generation tasks. Their success is attributed to the training regime which employs two models: a generator G…
Self-Supervised Transformers for Activity Classification using Ambient Sensors
Luke Hicks, Ariel Ruiz-Garcia, Vasile Palade +1
Providing care for ageing populations is an onerous task, and as life expectancy estimates continue to rise, the number of people that require senior care is growing rapidly. This…
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition
Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw +1
In this work, we propose a novel Generative Adversarial Stacked Autoencoder that learns to map facial expressions, with up to plus or minus 60 degrees, to an illumination invariant…
Sokoto Coventry Fingerprint Dataset
Yahaya Isah Shehu, Ariel Ruiz-Garcia, Vasile Palade +1
This paper presents the Sokoto Coventry Fingerprint Dataset (SOCOFing), a biometric fingerprint database designed for academic research purposes. SOCOFing is made up of 6,000 finge…