METAMORPH FACE MAKER USING ARTIFICIAL INTELLIGENCE - T. Aruna Kumari,M. Aravind Kumar,D. Haritha
-30% ar kodu BOOKS
Piegāde 15-21 darba dienu laikā
30 dienu atgriešanas politika
Face morphing attack is proved to be a serious threat to the existing face recognition systems. Although a few face morphing detection methods have been put forward, the face morphing accomplice¿s facial restoration remains a challenging problem. In this paper, a face de- morphing generative adversarial network (FD-GAN) is proposed to restore the accomplice¿s facial image. It utilizes a symmetric dual netwo ... Pilns apraksts
Jums varētu patikt arī
TOP
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Never Split the Difference: Negotiating as if Your Life Depended on It
-30% ar kodu BOOKS
Noliktavā
TOP
The 7 Habits of Highly Effective People. 30th Anniversary Edition: Powerful Lessons in Personal Change
Jim Collins, Sean Covey, Stephen R. Covey
-30% ar kodu BOOKS
Noliktavā
TOP
Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Psychology of Money: Timeless Lessons on Wealth, Greed, and Happiness
-30% ar kodu BOOKS
Noliktavā
TOP
The Infinity Machine: Demis Hassabis, DeepMind, and the Quest for Superintelligence
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Vienna: How the City of Ideas Created the Modern World
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Hard Thing about Hard Things: Building a Business When There Are No Easy Answers
-30% ar kodu BOOKS
Noliktavā
TOP
Radical Candor: Be a Kick-Ass Boss Without Losing Your Humanity
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Co-Intelligence: Living and Working with AI
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The First 90 Days: Proven Straegies for Getting up to Speed faster and smarter
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Surrounded by Idiots Revised & Expanded Edition: The Four Types of Human Behavior and How to Effectively Communicate with Each in Business (and in Life)
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Common Good Economy: A New Compass
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Berkshire Hathaway Letters to Shareholders: 1965-2024
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
One Up On Wall Street: How To Use What You Already Know To Make Money in the Market
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Effective Executive: The Definitive Guide to Getting the Right Things Done
-30% ar kodu BOOKS
Piegādātāja noliktavā
Aprašymas
Face morphing attack is proved to be a serious threat to the existing face recognition systems. Although a few face morphing detection methods have been put forward, the face morphing accomplice¿s facial restoration remains a challenging problem. In this paper, a face de- morphing generative adversarial network (FD-GAN) is proposed to restore the accomplice¿s facial image. It utilizes a symmetric dual network architecture and two levels of restoration losses to separate the identity feature of the morphing accomplice. By exploiting the captured facial image (containing the criminal¿s identity) from the face recognition system and the morphed image stored in the e-passport system (containing both criminal and accomplice¿s identities), the FD-GAN can effectively restore the accomplice¿s facial image. Experimental results and analysis demonstrate the effectiveness of the proposed scheme. It has great potential to be applied for tracing the identity of face morphing attack¿s accomplice in criminal investigation and judicial forensics.
Vairāk informācijas
| Autors | T. Aruna Kumari, M. Aravind Kumar, D. Haritha |
|---|---|
| Izdevējs | LAP LAMBERT Academic Publishing |
| Izlaides gads | 2024 |
| Vāka tips | Mīkstais vāks |
| EAN | 9786207652488 |