Fingerprint Reconstruction using CNN (MATLAB)

Job ID: 40126354

Budget: ₹600 – ₹1,500 INR

Project Details
₹600.00 – 1,500.00 INR


Project Requirement: CNN-based Fingerprint Reconstruction (MATLAB)

I am looking for an experienced freelancer to develop a CNN-based model in MATLAB for the reconstruction of missing/incomplete fingerprint regions.

Project Details

The model should reconstruct missing parts of fingerprints obtained from:

Paper

Polythene

Glass

Scanner-acquired fingerprints

One additional surface may be included later (to be decided)

Incomplete/partial fingerprints will be generated by applying artificial masks to the original fingerprint images.

I will provide the complete dataset for training and testing.

The reconstructed fingerprints should closely match the ground truth images.

Technical Requirements

Strong experience in MATLAB

Expertise in Convolutional Neural Networks (CNN)

Knowledge of image processing and fingerprint/biometric data

Ability to deliver complete, well-documented MATLAB scripts

Deliverables

Fully functional CNN-based MATLAB model

Complete and executable MATLAB code

High-quality reconstructed fingerprint outputs

Brief explanation of model architecture and workflow

Payment & Condition

Payment range: ₹800 – ₹1000 (fixed)

Only freelancers comfortable with this payment range should apply

Payment will be made after cross-verification of complete scripts, results, and performance

Note

This is a research-oriented project, so accuracy and quality are essential.