Visual Memory Neural Network for Artistic Graphic Design

نویسندگان

چکیده

Artistic graphic design is the aesthetic result of designer’s fusion various elements, with a high degree independence. Considering lack significant visual scope and indicators design, our research aims to build an upgraded network model that can categorize different types artistic graphics labels realize free combination solutions. We scheme reorganization from perspective computer vision propose method based on memory neural network. built environment reconstructed set up independent deep camera range calculation law. region segmentation problem, we self-attentive mechanism, which quantitatively segment regions according temporal features, before arranging them in sequence obtain feature vector. also add LSTM structure attention mechanism match self-attention features graphical module pass matched vector extract labeled text information graphs. To test effectiveness method, database adaptive training process. compared learning methods same type, experimental results proved outperformed other by keeping accuracy quantitative evaluation models above 90%.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Action-Attending Graphic Neural Network

The motion analysis of human skeletons is crucial for human action recognition, which is one of the most active topics in computer vision. In this paper, we propose a fully end-to-end action-attending graphic neural network (AGNN) for skeleton-based action recognition, in which each irregular skeleton is structured as an undirected attribute graph. To extract high-level semantic representation ...

متن کامل

Cooperative Design for Artistic Performances

ALTERNE (Alternative Realities in Networked Environments) platform aims at providing a high level of integration between various techniques supporting mixed reality, graphics, interaction and behavioral models. This paper focuses on two collaborative aspects the platform provides. First, it contains a virtual object repository, which allows artists to share their ideas and support collaboration...

متن کامل

Graphic design for scientists.

In 1611, Galileo Galilei created an astonishing series of drawings depicting the Earth’s moon to demonstrate the power of his new invention — the telescope — to his patron, Cosimo de’ Medici1. As a true Renaissance man, Galileo had a degree in drawing from the Accademia delle Arti del Disegno in Florence, as well as a degree in natural philosophy from the University of Pisa. This key connection...

متن کامل

An Improved Neural Network Design with Asynchronous Programmable Synaptic Memory

The electrophysiological behavior of real neurons is emulated by the silicon neuron. The network of neurons helps to obtain accurate results for a complicated system which has a nonlinear behavior. The network is integrated on a single VLSI device and implemented in various fields as Neural Network. Neural Network is comprises of Asynchronous circuit, Memory architecture, Neuron, and Synapse ci...

متن کامل

Neural Network Design for Switching Network Control

A neural network is a highly interconnected set of simple processors. The many connections allow information to travel rapidly through the network, and due to their simplicity, many processors in one network are feasible. Together these properties imply that we can build efficient massively parallel machines using neural networks. The primary problem is how do we specify the interconnections in...

متن کامل

ذخیره 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: Scientific Programming

سال: 2022

ISSN: ['1058-9244', '1875-919X']

DOI: https://doi.org/10.1155/2022/2243891