Super-resolution: a comprehensive survey

K Nasrollahi, TB Moeslund - Machine vision and applications, 2014 - Springer
Super-resolution, the process of obtaining one or more high-resolution images from one or
more low-resolution observations, has been a very attractive research topic over the last two …

Image super-resolution: Historical overview and future challenges

J Yang, T Huang - Super-resolution imaging, 2017 - taylorfrancis.com
This chapter provides an introduction to the Super-Resolution (SR) research area, by
explaining some basic techniques of SR, an overview of the literature, and discussions …

Spatio-temporal pain recognition in cnn-based super-resolved facial images

M Bellantonio, MA Haque, P Rodriguez… - Video Analytics. Face …, 2017 - Springer
Automatic pain detection is a long expected solution to a prevalent medical problem of pain
management. This is more relevant when the subject of pain is young children or patients …

Depth super-resolution meets uncalibrated photometric stereo

S Peng, B Haefner, Y Quéau… - Proceedings of the …, 2017 - openaccess.thecvf.com
A novel depth super-resolution approach for RGB-D sensors is presented. It disambiguates
depth super-resolution through high-resolution photometric clues and, symmetrically, it …

Image resolution enhancement by using interpolation followed by iterative back projection

P Rasti, H Demirel, G Anbarjafari - 2013 21st Signal …, 2013 - ieeexplore.ieee.org
In this paper, we propose a new super resolution technique based on the interpolation
followed by registering them using iterative back projection (IBP). Low resolution images are …

Inferring super-resolution depth from a moving light-source enhanced RGB-D sensor: a variational approach

L Sang, B Haefner, D Cremers - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
A novel approach towards depth map super-resolution using multi-view uncalibrated
photometric stereo is presented. Practically, an LED light source is attached to a commodity …

Analysis of various color space models on effective single image super resolution

N John, A Viswanath, V Sowmya, KP Soman - … Systems Technologies and …, 2016 - Springer
Color models are used for facilitating the specification of colors in a standard way. A suitable
color model is associated with every application based on color space. This paper mainly …

A new low‐complexity patch‐based image super‐resolution

P Rasti, K Nasrollahi, O Orlova, G Tamberg… - IET Computer …, 2017 - Wiley Online Library
In this study, a novel single image super‐resolution (SR) method, which uses a generated
dictionary from pairs of high‐resolution (HR) images and their corresponding low‐resolution …

Improved iterative back projection for video super-resolution

P Rasti, H Demirel, G Anbarjafari - 2014 22nd Signal …, 2014 - ieeexplore.ieee.org
In this paper, Iterative Back Projection (IBP) technique is improved by using bicubic
resampling. The improvement in the performance is achieved by adding bicubic …

Sparse representation based multi‐frame image super‐resolution reconstruction using adaptive weighted features

D Nandi, J Karmakar, A Kumar… - IET Image …, 2019 - Wiley Online Library
This study presents a novel sparse‐representation based multi‐frame super‐resolution (SR)
technique to reconstruct a high‐resolution (HR) frame from multiple noisy low‐resolution …