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Face hallucination

Face hallucination refers to any superresolution technique which applies specifically to faces. It comprises techniques which take noisy or low… 
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Related topics

Related topics

3 relations
Facial recognition systemNon-negative matrix factorizationUnsharp masking

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2018
Highly Cited
2018
Super-Identity Convolutional Neural Network for Face Hallucination
Face hallucination is a generative task to super-resolve the facial image with low resolution while human perception of face… 
Highly Cited
2017
Highly Cited
2017
Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks
Conventional face hallucination methods rely heavily on accurate alignment of low-resolution (LR) faces before upsampling… 
Highly Cited
2016
Highly Cited
2016
Deep Cascaded Bi-Network for Face Hallucination
We present a novel framework for hallucinating faces of unconstrained poses and with very low resolution (face size as small as… 
Highly Cited
2015
Highly Cited
2015
Simultaneous Hallucination and Recognition of Low-Resolution Faces Based on Singular Value Decomposition
  • Muwei JianK. Lam
  • IEEE transactions on circuits and systems for…
  • 2015
  • Corpus ID: 32826357
In video surveillance, the captured face images are usually of low resolution (LR). Thus, a framework based on singular value… 
Highly Cited
2015
Highly Cited
2015
Learning Face Hallucination in the Wild
Face hallucination method is proposed to generate high-resolution images from low-resolution ones for better visualization… 
Highly Cited
2014
Highly Cited
2014
Noise Robust Face Hallucination via Locality-Constrained Representation
Recently, position-patch based approaches have been proposed to replace the probabilistic graph-based or manifold learning-based… 
Review
2013
Review
2013
A Comprehensive Survey to Face Hallucination
This paper comprehensively surveys the development of face hallucination (FH), including both face super-resolution and face… 
Highly Cited
2013
Highly Cited
2013
Structured Face Hallucination
The goal of face hallucination is to generate high-resolution images with fidelity from low-resolution ones. In contrast to… 
Highly Cited
2011
Highly Cited
2011
Position-Patch Based Face Hallucination Using Convex Optimization
We provide a position-patch based face hallucination method using convex optimization. Recently, a novel position-patch based… 
Highly Cited
2005
Highly Cited
2005
Hallucinating face by eigentransformation
In video surveillance, the faces of interest are often of small size. Image resolution is an important factor affecting face… 
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