48 citations · 81 across the 9 of their papers we have counts for
10 papers · 1 filter
Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture
Issa Khalifeh, Marc Gorriz Blanch, Ebroul Izquierdo +1
Video frame interpolation involves the synthesis of new frames from existing ones. Convolutional neural networks (CNNs) have been at the forefront of the recent advances in this fi…
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…
Advanced Super-Resolution using Lossless Pooling Convolutional Networks
Farzad Toutounchi, Ebroul Izquierdo
In this paper, we present a novel deep learning-based approach for still image super-resolution, that unlike the mainstream models does not rely solely on the input low resolution…
Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning
Dongyu Zhang, Liang Lin, Tianshui Chen +3
Sketch portrait generation benefits a wide range of applications such as digital entertainment and law enforcement. Although plenty of efforts have been dedicated to this task, sev…
Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning
Ziliang Chen, Keze Wang, Xiao Wang +3
Aiming at improving performance of visual classification in a cost-effective manner, this paper proposes an incremental semi-supervised learning paradigm called Deep Co-Space (DCS)…