… of manually labeled captionedimages. This paper presents a unsupervised approach for imagecaptioning based in a twostepsimagetextual retrievalprocess. First, given a query …
L Zhou, Y Zhang, YG Jiang, T Zhang… - … Transactions on Image …, 2019 - ieeexplore.ieee.org
… In this section, we will first briefly review the three methods for imagecaptioning. We will then comprehensively review the related works from four aspects. The differences of our …
X Ye, S Wang, Y Gu, J Wang, R Wang… - … on Geoscience and …, 2022 - ieeexplore.ieee.org
… in the two-stage RSI captioningmethod had to … image classification and imageretrieval, is not differentiable. To achieve end-to-end joint training of the two-stage RSI captioningmethod, …
W Zhao, X Wu, J Luo - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
… the following twosteps: fine-tuning the retrieval model … process of the language model. To address this issue, we design an adaptive imagecaptioning model based on a variant of a two-…
H Sharma, M Agrahari, SK Singh… - … on Power Electronics …, 2020 - ieeexplore.ieee.org
… retrieval based imagecaptioningmethods. In Sec.3 gives an overview of deep neural network based imagecaptioningmethods. … overview of retrieval based imagecaptioningmethods. …
G Hoxha, F Melgani, B Demir - IEEE Journal of Selected Topics …, 2020 - ieeexplore.ieee.org
… To address this issue, in this article, we present an imageretrieval system that … through imagecaptions of RS images. The proposed retrieval system consists of three main blocks: image …
M Al-Qatf, X Wang, A Hawbani… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… captioning network to focus on inaccurate image objects. To tackle these challenges, we propose a novel imagecaptioningmethod … topic predictor (ETP), retrieval-based topics re-…
… two kinds of approaches. In this work, we propose an ensemble of retrieval- and generation-based imagecaptioningmethods (… network for enhancing both methods mutually. Different …
C Xu, W Zhao, M Yang, X Ao, W Cheng… - Proceedings of the 28th …, 2019 - dl.acm.org
… To evaluate UGRIC qualitatively, we show some generated imagecaptions for the images … relevant captions. For example, the caption “a living room with a fireplace and pictures on the …