# Cancellable-Template
Understanding and Implementing Cancellable Templates in Biometrics for privacy protection
<b>Implemented minutiae extraction from the finger print image. </b>
Steps involved
1. Image thinning.
2. Detection of the ridges and bifurcations.
3. Plotting the (x,y) coordinates which contains the minutiae points.
<b> Transform input image to black and white image. </b>
![input](https://cloud.githubusercontent.com/assets/3117217/9293507/32d008b0-444b-11e5-9853-82b97d6af00d.png)
<b> Image thinning - Convert input image to thin image. </b>
![thin_finger_print](https://cloud.githubusercontent.com/assets/3117217/9293509/32d9e484-444b-11e5-87d7-a2a30194cd44.png)
<b> Detecting the bifurcations and ridges. </b>
<b> Bifurcation Points </b>
![bifurcation](https://cloud.githubusercontent.com/assets/3117217/9293506/32ce1230-444b-11e5-9e28-640422762576.png)
<b> Minutiae Points </b>
![minutiae](https://cloud.githubusercontent.com/assets/3117217/9293508/32d3e728-444b-11e5-8ba4-9bdfa23dcbc9.png)
<b> Converting coordinates to csv for processing </b>
Get the respective (x,y) coordinates for the corresponding ridges and bifurcation points (minutiae) and store it in a csv / array.
Coordinates of minutiae points are stored in an 1-D array and the corresponding line graph is plotted to visualize the points.
![screenshot from 2015-08-17 10 27 42](https://cloud.githubusercontent.com/assets/3117217/9298375/85c0ec6c-44cb-11e5-99de-733e6bdcfe01.png)
<b> Cancellable Template implementation (POC) : Method 1 </b>
Proposed Method : 1
1. Distance calculation between the minutiae coordinates using neo4j graph database.
2. Implementing reverse tranformation logic.
Implemented:
1. Choose a reference point in the list of minutiae.
2. Find the distance from the reference minutiae to all other minutiae points.
![screenshot from 2015-08-17 10 24 31](https://cloud.githubusercontent.com/assets/3117217/9298390/e42232d4-44cb-11e5-9d1f-c95d274fcfe4.png)
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Cancellable-Template-Biometric-master.zip_可撤销的模板保护方案_指纹加密_指纹模板
共10个文件
png:6个
m:1个
octave-workspace:1个
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2022-07-15
07:40:57
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对生物模板进行不可逆的加密方案,主要是对指纹生物模板进行不可逆变换
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Cancellable-Template-Biometric-master.zip (10个子文件)
Cancellable-Template-Biometric-master
images
minutiae.png 13KB
Screenshot from 2015-08-17 10:24:31.png 34KB
bifurcation.png 12KB
input.png 11KB
thin_finger_print.png 11KB
Screenshot from 2015-08-17 10:27:42.png 19KB
octave-workspace 2.66MB
Minutuae_Extraction.m 4KB
input_1.tif 162KB
README.md 2KB
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