WHITE-BOX CARTOONIZATION USING AN EXTENDED GAN FRAMEWORK
نویسندگان
چکیده
In the present study, we propose to implement a new framework for estimating generative models via an adversarial process extend existing GAN and develop white-box controllable image cartoonization, which can generate high-quality cartooned images/videos from real-world photos videos. The learning purposes of our system are based on three distinct representations: surface representation, structure texture representation. representation refers smooth images. relates sparse colour blocks compresses generic content. shows texture, curves, features in cartoon Generative Adversarial Network (GAN) decomposes images into different representations learns them This decomposition makes more flexible allows users make changes required output. approach overcomes any previous terms maintaining clarity, colours, textures, shapes yet showing characteristics
منابع مشابه
Exposure: A White-Box Photo Post-Processing Framework
Fig. 1. Our method provides automatic and end-to-end processing of RAW photos, directly from linear RGB data captured by camera sensors to visually pleasing and display-ready images. Our system not only generates appealing results, but also outputs a meaningful operation sequence. User studies indicate that the retouching results surpass those of strong baselines, even though our method uses on...
متن کاملWhite-Box Cryptography and an AES Implementation
Conventional software implementations of cryptographic algorithms are totally insecure where a hostile user may control the execution environment, or where co-located with malicious software. Yet current trends point to increasing usage in environments so threatened. We discuss encrypted-composed-function methods intended to provide a practical degree of protection against white-box (total acce...
متن کاملWhite Electroluminescence Using ZnO Nanotubes/GaN Heterostructure Light-Emitting Diode
We report the fabrication of heterostructure white light-emitting diode (LED) comprised of n-ZnO nanotubes (NTs) aqueous chemically synthesized on p-GaN substrate. Room temperature electroluminescence (EL) of the LED demonstrates strong broadband white emission spectrum consisting of predominating peak centred at 560 nm and relatively weak violet-blue emission peak at 450 nm under forward bias....
متن کاملWhite-Box Cryptography in the Gray Box
Implementations of white-box cryptography aim to protect a secret key in a white-box environment in which an adversary has full control over the execution process and the entire environment. Its fundamental principle is the map of the cryptographic architecture, including the secret key, to a number of encoded tables that shall resist the inspection and decomposition of an attacker. In a gray-b...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International journal of engineering applied science and technology
سال: 2021
ISSN: ['2455-2143']
DOI: https://doi.org/10.33564/ijeast.2021.v05i12.049