.png){kind=icon}
返回
A Novel Scheme for Generating Context-Aware Images Using Generative Artificial Intelligence
.png){kind=icon}
OA
AI
DOI：10.1109/ACCESS.2024.3368871.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Humans possess the remarkable capacity to comprehend narratives presented in text and subsequently conjure associated mental images through their imagination. This cognitive ability enhances their grasp of the content and augments their overall enjoyment. Consequently, the development of an automated system aimed at producing visually faithful images based on textual descriptions, often referred to as the text-to-image task, stands as a profoundly meaningful endeavor. For this reason, a variety of text-to-image generating artificial intelligences (AIs) have been devised until now. Nevertheless, the generative AIs introduced thus far encounter an issue wherein they struggle to uphold the coherence of input sentences, particularly when multiple sentences are provided. Within this paper, we present a remedy to this challenge through the application of prompt editing. Furthermore, our experimental results substantiate that our proposed solution more effectively preserves contextual coherence among the generated images in comparison to other preexisting generative artificial intelligence models. The experimental results demonstrate that the proposed scheme improves performance by at least 30 percent in terms of the similarity of the generated image and by 130 percent in terms of ROUGE(recall) .
Keyword:
Generative AI
context-aware
text-to-image generation
prompt editing
期刊
IF:
3.6
论文数:
9.8W
被引数:
29.4W
机构
引用论文
Sensorless Control of Z Source Inverter fed BLDC Motor Drive by FOC - DTC Hybrid Control Strategy Using Fuzzy Logic Controller采用模糊逻辑控制器的foc-dtc混合控制策略的Z源逆变器馈电BLDC电机驱动的无传感器控制
PREAI
分享收藏Influence of solvents on hydration of 1,2-epoxyhexane overH-ZSM-5-C18 catalyst溶剂对1，2-环氧己烷overH-ZSM-5-C18催化剂水合的影响
PREAI
分享收藏Vigorous exercise as a triggering mechanism for late stent thrombosis: A description of three cases.png)
Platelets
PlateletsIF0
PREAI
分享收藏
查看更多内容