48 citations · 83 across the 12 of their papers we have counts for
4 papers · 1 filter
SSDL: Self-Supervised Domain Learning for Improved Face Recognition
S. W. Arachchilage, E. Izquierdo
Face recognition in unconstrained environments is challenging due to variations in illumination, quality of sensing, motion blur and etc. An individual's face appearance can vary d…
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition
S. W. Arachchilage, E. Izquierdo
Deep learning technology has enabled successful modeling of complex facial features when high quality images are available. Nonetheless, accurate modeling and recognition of human…
Analytic Simplification of Neural Network based Intra-Prediction Modes for Video Compression
Maria Santamaria, Saverio Blasi, Ebroul Izquierdo +1
With the increasing demand for video content at higher resolutions, it is evermore critical to find ways to limit the complexity of video encoding tasks in order to reduce costs, p…
Estimation of Rate Control Parameters for Video Coding Using CNN
Maria Santamaria, Ebroul Izquierdo, Saverio Blasi +1
Rate-control is essential to ensure efficient video delivery. Typical rate-control algorithms rely on bit allocation strategies, to appropriately distribute bits among frames. As r…