Meet the Team

Mentors: Prof Ajay Mittal, Prof Naveen Aggarwal , Dr Preeti Aggarwal ,Dr Rajesh Kumar  
Project interns:  

Introduction: AI-enabled low-cost handheld device for writer verification and offline signature verification


Under the proposed project, a handheld device that makes use of smartboards such as Raspberry Pi, Nvidia Jetson Nano, color camera, HDMI screen, battery pack placed within aesthetically designed ergonomic casing will be developed. The verification result, as processed by a specifically designed deep learning-based algorithm, will be immediately made available to the user on the screen and will assist the user for preliminary screening purposes that can be later on validated by
a forensic document expert.


  • Name of the Department: UIET, Panjab University
  • Name of Project: Design Innovation Centre(DIC)


The proposed system is a complete hardware-software based solution for signature/writer verification. The main purpose of the proposed system is real-time scanning of digital documents with an easy to-use GUI

Deliverable: Main Outcome and Deliverable

1. AI-enabled handheld hardware device for acquisition, processing and transmission of questioned documents.
2. User-friendly GUI for real-time scanning of digital signatures.
3. Technology transfer.

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