Image Super Resolution

[univer_solar]

Hello,
Does anyone work with image super resolution? I'm newbie in this field. Would u please share ur material such as documents, books, experience?
I had 4 LR images, I want to create HR image using Matlab. Is there any guide?
I really appreciate for your help.
Thanks and best regards.

 

[vadkudr]

I can give you some hints, though I only intended to study it in my free time. Unfortunately last several monthes can not find free time at all :-(

There is severalbooks on super resolution
1. Super-Resolution Imaging : Subhasis Chaudhuri
2. Image Mosaicing and Super-Resolution : David Capel
3. Super Resolution of Images And Video : Katsaggelos, Aggelos K./ Molina, Rafael/ Mateos, J h**p://www.ebookee.com/Super-Resolution-of-Images-Synthesis-Lectures-on-Image-Video-and-Multimedia-Processing-_81620.html

I think I will start from gradient methods in this paper

A computationally efficient superresolution image reconstructionalgorithm
Nhat Nguyen Milanfar, P. Golub, G.
This paper appears in: Image Processing, IEEE Transactions on
Publication Date: Apr 2001
Volume: 10, Issue: 4
On page(s): 573-583

h**p://ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=19722&arnumber=913592&count=18&index=8

Though may be bayessian approach could be better quality...

If you are interesting in cooperation, I will be very glad to start it together

 

[univer_solar]

I really hope to cooperate in studying with you. I have the book "Super-Resolution-of-Images-Synthesis-Lectures-on-Image-Video-and-Multimedia-Processing" but this book is still difficult to understand. Do u have the other books?
How can we contact to discuss?
I'm looking forward hearing from u soon.

 

[vadkudr]

You can search through google
book.google.com

There is several books with 70% open contents.

Unfortunately I have no other books. May be there is a way order itthrough the bookstore...


I sent you private message consisting my e-mail for further discussion

 

[opt]

[1] P. Sung Cheol, P. Min Kyu and K. Moon Gi, "Super resolution image reconstruction: a technical overview", IEEE Signal Processing Magazine, 2003, 20 (3): 21-36.