[PDF][PDF] Image Description Generation in Chinese Based on Keywords Guidance

X Shi - Computer Science and Application, 2020 - pdf.hanspub.org
image description by fusing image and text features as input. The text features contain the
semantics of keywords of images, as a supplement to image … from image to image description. …

基于图注意力网络的全局图像描述生成方法

隋佳宏, 毛莺池, 于慧敏, 王子成, 平萍 - 计算机应用, 2023 - joca.cn
… 在Microsoft COCO数据集上的实验结果表明,所提方法能有效捕捉图像的全局和局部特征,在
CIDEr(Consensus-based Image Description Evaluation)指标上达到了133.1%.可见基于GAT的…

[PDF][PDF] 基于条件变分推断与内省对抗学习的多样化图像描述生成

刘兵, 李穗, 刘明明, 刘浩 - 电子学报, 2024 - ejournal.org.cn
… 时,多样性指标mBleu(mutual overlap-Bilingual Evaluation Understudy)提升了1.9%,同时准确
性指标CIDEr(Consensus-based Image Description Evaluation)显著提升了14.6.与典型多模态…

[PDF][PDF] 基于全局与序列混合变分Transformer 的多样化图像描述生成方法

刘兵, 李穗, 刘明明, 刘浩 - 电子学报, 2024 - ejournal.org.cn
… : Diverse image captioning has become a research hotspot in the field of image description.
… the accuracy metric CIDEr (Consensus based Image Description Evaluation) has improved …

[HTML][HTML] 结合多层级解码器和动态融合机制的图像描述

姜文晖, 占锟, 程一波, 夏雪, 方玉明 - 2022 - cjig.cn
… 显著,在BLEU(bilingual evaluation understudy),METEOR(metric for evaluation of translation
with explicit ordering)和CIDEr(consensus-based image description evaluation)等多项评价…

[HTML][HTML] 跨层多模型特征融合与因果卷积解码的图像描述

罗会兰, 岳亮亮 - 2020 - cjig.cn
… This model also outperforms the emb-gLSTM method in terms of B-1 and CIDEr(consensus-based
image description evaluation) by 5.1% and 13.3%, respectively, and the ConvCap …

[HTML][HTML] 引入语义匹配和语言评价的跨语言图像描述

张静, 郭丹, 宋培培, 李坤, 汪萌 - 2022 - cjig.cn
… 与性能较好的方法相比,本文方法在BLEU-1,BLEU-2,BLEU-3,BLEU-4,METEOR和CIDEr(consensus-based
image description evaluation)等6个评价指标上的评分分别提升了5.7%,2.0%,1.6…

基于改进注意力机制的图像描述生成算法

李文惠, 曾上游, 王金金 - 计算机应用, 2021 - joca.cn
… , the proposed improved image description generation model with attention … image
description task, and this model is better than the traditional model on all the four evaluation

融合自适应常识门的图像描述生成模型

杨有, 陈立志, 方小龙, 潘龙越 - 计算机应用, 2022 - joca.cn
image caption models cannot make full use of image … of fusing features, an image caption
generation model with Adaptive … )-4, CIDEr (Consensus-based Image Description Evaluation) …

深度学习图像描述方法分析与展望

赵永强, 金芝, 张峰, 赵海燕, 陶政为, 豆乘风, 徐新海… - 中国图象图形学报, 2023 - cjig.cn
… understanding for gisting evaluation(ROUGE);metric for evaluation of translation …
consensus-based image description evaluation(CIDEr);semantic propositional image caption