4 papers · 1 filter
Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation
Philip Smith, Cuixian Chen
In this project, competition-winning deep neural networks with pretrained weights are used for image-based gender recognition and age estimation. Transfer learning is explored usin…
Image Pre-processing Using OpenCV Library on MORPH-II Face Database
Benjamin Yip, Rachel Towner, Troy Kling +2
This paper outlines the steps taken toward pre-processing the 55,134 images of the MORPH-II non-commercial dataset. Following the introduction, section two begins with an overview…
Preliminary Studies on a Large Face Database
Benjamin Yip, Garrett Bingham, Katherine Kempfert +4
We perform preliminary studies on a large longitudinal face database MORPH-II, which is a benchmark dataset in the field of computer vision and pattern recognition. First, we summa…
Gender Effect on Face Recognition for a Large Longitudinal Database
Caroline Werther, Morgan Ferguson, Kevin Park +3
Aging or gender variation can affect the face recognition performance dramatically. While most of the face recognition studies are focused on the variation of pose, illumination an…