Search

Advanced Search

Find results with:

Add another field

Search by date

to

Searching collections:

Institutional Repository

Add or remove collections

Home Edge Inference for Image Interpolation

Rate

To link to this object, paste this link in email, IM or document

To embed this object, paste this HTML in website

Edge Inference for Image Interpolation

View Description

Download

small (250x250 max)

medium (500x500 max)

large ( > 500x500)

Full Resolution

Print

PDF
Text

Description

Rating
Permanent URL	http://hdl.lib.byu.edu/1877/2472
Title	Edge Inference for Image Interpolation
BYU Creator	Morse, Bryan S. Toronto, Neil Ventura, Dan A.
Keywords	image interpolation; edge inference; algorithm; neural network
Description/Abstract	Image interpolation algorithms try to fit a function to a matrix of samples in a "natural-looking" way. This paper presents edge inference, an algorithm that does this by mixing neural network regression with standard image interpolation techniques. Results on gray level images are presented, and it is demonstrated that edge inference is capable of producing sharp, natural-looking results. A technique for reintroducing noise is given, and it is shown that, with noise added using a bicubic interpolant, edge inference can be regarded as a generalization of bicubic interpolation. Extension into RGB color space and additional applications of the algorithm are discussed, and some tips for optimization are given.
Source	N. Toronto, D. Ventura, and B. Morse, "Edge inference for image interpolation" in Proceedings IEEE International Joint Conference on Neural Networks, pp. 1782-1787, August 2005.;
Publisher	IEEE
Date Original	2005-08
Date Digital	2010-09-21
Language	English eng en
Publication Type	Articles Conference Proceedings
Type	Text
Format	application/pdf
Owning Institution	Brigham Young University
BYU College	College of Physical and Mathematical Sciences
BYU Department	Computer Science
Copyright Status	(c) 2005 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.;
Copyright Use Information	http://www.lib.byu.edu/generic_copyright.html

Tags

Add tags for Edge Inference for Image Interpolation

View as list | View as tag cloud | report abuse

Comments

Post a Comment for Edge Inference for Image Interpolation

you wish to report:

Your comment:

Your Name:

Submit

Cancel

...

Powered by CONTENTdm®