https://github.com/isopropylcyanide/fuzzy-classifier
Fuzzy Maximum Likelihood Classifier for single class extraction from an image with multiple classes
https://github.com/isopropylcyanide/fuzzy-classifier
bayesian-statistics classifier fuzzy-logic gui image-classification image-classifier image-processing internship java research-project
Last synced: 3 months ago
JSON representation
Fuzzy Maximum Likelihood Classifier for single class extraction from an image with multiple classes
- Host: GitHub
- URL: https://github.com/isopropylcyanide/fuzzy-classifier
- Owner: isopropylcyanide
- License: apache-2.0
- Created: 2016-06-23T10:17:00.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2018-06-08T09:21:10.000Z (almost 7 years ago)
- Last Synced: 2025-01-12T00:11:27.412Z (4 months ago)
- Topics: bayesian-statistics, classifier, fuzzy-logic, gui, image-classification, image-classifier, image-processing, internship, java, research-project
- Language: Java
- Size: 644 KB
- Stars: 1
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Summer Training Project
## Project Detail:
**Name:** Fuzzy Maximum Likelihood Classifier for single class extraction from an image with multiple classes
**Duration:** 6 - 8 Weeks
**Where:** Indian Institute Of Remote Sensing (ISRO) Dehradun
**Tenure:** 1 June 2016 - 13 July 2016
**Guide:** Dr. Anil Kumar (Scientist AF - IIRS Dehradun)
**Teammate:** One (Tushar Malhotra, CSE NITJ)
----
## Usage ##
* Compile and run BilImage.java
* File -> Open -> SampleImage -> Aformosat-2test -> Febformosatdatatest -> subfebformosat2
* Classifier -> Fuzzy C-Means -> File -> Open Signature File -> Aformosat-2test -> Clay | Water | Grassland | Forest | Eucalyptus
* Select Modified Maximum Likelihood Classifier
* Classify and save
* File -> Open -> saved image
* View the singly extracted class at step 3 from the original image
----