TRACON: IImages as Occlusions of Textures: A Framework for Segmentation
Abstract— TImages as Occlusions of Textures: A Framework for Segmentation. We propose a new mathematical and algorithmic framework for unsupervised image segmentation, which is a critical step in a wide variety of image processing applications. We have found that most existing segmentation methods are not successful on histopathology images, which prompted us to investigate segmentation of a broader class of images, namely those without clear edges between the regions to be segmented. We model these images as occlusions of random images, < Final Year Projects > which we call textures, and show that local histograms are a useful tool for segmenting them. Based on our theoretical results, we describe a flexible segmentation framework that draws on existing work on nonnegative matrix factorization and image deconvolution. Results on synthetic texture mosaics and real histology images show the promise of the method.
Cookies To make this site work properly, we sometimes place small data files called cookies on your device. Most big websites do this too.
Accept
Read more
Change Settings
Cookie Box Settings
Cookie Box Settings
Privacy settings
Decide which cookies you want to allow.
You can change these settings at any time. However, this can result in some functions no longer being available. For information on deleting the cookies, please consult your browser’s help function.
Learn more about the cookies we use.
With the slider, you can enable or disable different types of cookies:
This website will:
Essential: Remember your cookie permission setting
Essential: Allow session cookies
Essential: Gather information you input into a contact forms, newsletter and other forms across all pages
Essential: Keep track of what you input in shopping cart
Essential: Authenticate that you are logged into your user account
Essential: Remember language version you selected
This website won't:
Remember your login details
Functionality: Remember social media settings
Functionality: Remember selected region and country
Analytics: Keep track of your visited pages and interaction taken
Analytics: Keep track about your location and region based on your IP number
Analytics: Keep track on the time spent on each page
Analytics: Increase the data quality of the statistics functions
Advertising: Tailor information and advertising to your interests based on e.g. the content you have visited before. (Currently we do not use targeting or targeting cookies.
Advertising: Gather personally identifiable information such as name and location
This website will:
Essential: Remember your cookie permission setting
Essential: Allow session cookies
Essential: Gather information you input into a contact forms, newsletter and other forms across all pages
Essential: Keep track of what you input in shopping cart
Essential: Authenticate that you are logged into your user account
Essential: Remember language version you selected
Functionality: Remember social media settings
Functionality: Remember selected region and country
This website won't:
Remember your login details
Analytics: Keep track of your visited pages and interaction taken
Analytics: Keep track about your location and region based on your IP number
Analytics: Keep track on the time spent on each page
Analytics: Increase the data quality of the statistics functions
Advertising: Tailor information and advertising to your interests based on e.g. the content you have visited before. (Currently we do not use targeting or targeting cookies.
Advertising: Gather personally identifiable information such as name and location
This website will:
Essential: Remember your cookie permission setting
Essential: Allow session cookies
Essential: Gather information you input into a contact forms, newsletter and other forms across all pages
Essential: Keep track of what you input in shopping cart
Essential: Authenticate that you are logged into your user account
Essential: Remember language version you selected
Functionality: Remember social media settingsl Functionality: Remember selected region and country
Analytics: Keep track of your visited pages and interaction taken
Analytics: Keep track about your location and region based on your IP number
Analytics: Keep track on the time spent on each page
Analytics: Increase the data quality of the statistics functions
This website won't:
Remember your login details
Advertising: Use information for tailored advertising with third parties
Advertising: Allow you to connect to social sites
Advertising: Identify device you are using
Advertising: Gather personally identifiable information such as name and location
This website will:
Essential: Remember your cookie permission setting
Essential: Allow session cookies
Essential: Gather information you input into a contact forms, newsletter and other forms across all pages
Essential: Keep track of what you input in shopping cart
Essential: Authenticate that you are logged into your user account
Essential: Remember language version you selected
Functionality: Remember social media settingsl Functionality: Remember selected region and country
Analytics: Keep track of your visited pages and interaction taken
Analytics: Keep track about your location and region based on your IP number
Analytics: Keep track on the time spent on each page
Analytics: Increase the data quality of the statistics functions
Advertising: Use information for tailored advertising with third parties
Advertising: Allow you to connect to social sitesl Advertising: Identify device you are using
Advertising: Gather personally identifiable information such as name and location
Reviews
There are no reviews yet.