A SURVEY ON IMAGE INTERPOLATION TECHNIQUES
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 0, Vol 5, Issue 1
Abstract
To obtain more details in an image, image super-resolution (SR) technology is always desirable in visual information processing. It aims in reconstructing a high-resolution (HR) image from one or more low-resolution (LR) images. In recent times, methods of achieving image super-resolution have been the object of research. The efficient way is to explore the linear relationship among neighboring pixels to reconstruct a high-resolution image from a low-resolution input image. This paper uses low-rank matrix completion and recovery to determine the local order of the linear model implicitly. According to this theory, a method for performing single-image superresolution is proposed by formulating the reconstruction as the recovery of a low-rank matrix, which can be solved by the augmented lagrange multiplier method. In addition, the proposed method can be used to handle noisy data and random perturbations robustly.
Authors and Affiliations
Shadiya N
Keywords
Related Articles
- EP ID EP159139
- DOI -
- Views 67
- Downloads 0
An Artificial Immune Classification and Clustering Systems: A Survey
Artificial immune systems (AIS) are a class of computationally intelligent systems which consider many properties of natural immune system .Several AIS are widely used in different application areas such as class...
AVOID DATA MINING BASED ATTACKS IN RAIN-CLOUD
Cloud computing is an umbrella term used to refer to Internet based development and services. It offers users the ability to connect to computing resources and access IT managed services with a previously unknown...
RECYCLED AND RECYCLABLE CONTENT GREEN MATERIALS FOR BUILDINGS– FOR CLIMATE PROTECTION
Globally buildings are responsible for a huge share of energy, water, electricity and materials consumption. The building sector has the greatest potential to deliver significant cuts in emissions at little or no c...
COMPARATIVE STUDY OF VARIOUS THERMO - PHYSICAL PROPERTIES OF METALLIC & OXIDES NANOFLUIDS
Development of Energy efficient fluids for various heating or cooling systems is one of the major reqirement for vigorously growing technology. Suspension of nano sized (usually 0 - 100 nm) particles into base fluids...
LOW COMPLEXITY ALGORITHM FOR EXTRACTION OF ECG FIDUCIAL POINTS
An automated algorithm for detection of fiducial points from the electrocardiogram (ECG) and identification of its various morphologies is proposed in this work. The application area we consider is that of remote...