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Quantum image processing. Case Study: Cities at Night #24

Open haroldlco opened 4 years ago

haroldlco commented 4 years ago

Abstract

Quantum image encoding, edge detection and matching with a cool application.

Description

There have been recent developments in the implementation of image processing on quantum computers. Specifically, current algorithms have been proposed for basic filtering and edge finding. Moreover, various schemes have also been proposed related to the representation of images using qubits. These representations and the corresponding algorithms used to process such images have significant advantages over their classical counterparts.

We have decided to take these theoretical advantages and try to apply them to a real case study: image matching of cities at night. For more info, check out the repo's README.

Members

Deliverable

Framework for quantum image matching. Please contribute!

GitHub repo

https://github.com/Shedka/citiesatnight

HermanniH commented 4 years ago

https://arxiv.org/abs/quant-ph/0510031

There is also this quantum image compression algorithm that I found interesting. Not sure if it's been implemented.

haroldlco commented 4 years ago

https://arxiv.org/abs/quant-ph/0510031

There is also this quantum image compression algorithm that I found interesting. Not sure if it's been implemented.

Looks good! We can discuss the scope of the project later tonight or tomorrow morning!

HermanniH commented 4 years ago

I dropped you a message on slack

ElePT commented 4 years ago

Hey! I found a pretty interesting application for this project, sent it through Slack :)

jean-philippe-arias-zapata commented 4 years ago

Hey, interested by this project ! -- Jean Philippe Arias Zapata (physicist)

SamTonetto commented 4 years ago

Hi, I'm Sam Tonetto. I'm pretty interested in this project! I am a physics grad student with some limited experience in computer science.

Shedka commented 4 years ago

Hello.

I find this project very interesting and I think it could have a practical application in a science research project of my own

Cities at Night aims to create a Google maps style map of the world at night using pictures from the astronauts onboard the ISS.

NASA has a repository with more than 1M pictures that need to be organized recognizing patterns of the cities.

I think we could develop software to help to this task using your Quantum Photoshop idea.

Lucía García (physicist)

https://github.com/shedka/citiesatnight

AidanGG commented 4 years ago

I'm interested in joining this project. My name is Aidan Dang and I am competent at physics, CS, software engineering and UX/Web design. You can learn more about me from my website https://www.aidan.gg/

marinaaisa commented 4 years ago

Hello! I'm Marina Aisa, a UX Engineer at IBM Qiskit community. I've worked in UX design and frontend development for websites interfaces for the last 6 years. I find this project very interesting and I would like to help you as a coach :) You can learn more about me from my website: https://marinaaisa.com/

ntanetani commented 4 years ago

I'm in. My name is Nozomi Tanetani