Informed Adaptive Sensing

About this item

Title

Informed Adaptive Sensing

Content partner

Victoria University of Wellington

Collection

Open Access Victoria University of Wellington

Description

For many inverse problems, the data on which the solution is based is acquired sequentially. We present an approach to the solution of such inverse problems where a sensor can be directed (or otherwise reconfigured on the fly) to acquire a particular measurement. An example problem is magnetic resonance image reconstruction. We use an estimate of mutual information derived from an empirical conditional distribution provided by a generative model to guide our measurement acquisition given meas...

Read more

Format

Research paper

Research format

Scholarly text / Journal article

Date created

2023

Creator

A Morssy / Marcus Frean / Paul Teal

URL

https://figshare.com/articles/journal_contribution/Informed_Adaptive_Sensing/25100180

Related subjects

Information and computing sciences / Computer vision and multimedia computation / Machine learning / Machine Learning / Information and Computing Sciences / Computer Vision and Multimedia Computation / Detection, screening and diagnosis / .1 Discovery and preclinical testing of markers and technologies / Artificial Intelligence & Image Processing

What is the copyright status of this item?

Share

See below for specifics about how you may use this item.

More Information

Victoria University of Wellington has this to say about the rights status of this item:

CC BY-NC-ND 4.0

What can I do with this item?

You must always check with Victoria University of Wellington to confirm the specific terms of use, but this is our understanding:

Non-infringing use

NZ Copyright law does not prevent every use of a copyright work. You should consider what you can and cannot do with a copyright work.

Share it

This item is suitable for copying and sharing with others, without further permission.

No modifying

You are not allowed to adapt or remix this item into any other works.

No commercial use

You may not use this item commercially.