RefCap: image captioning with referent objects attributes [PDF]
Scientific Reports, 2023 In recent years, significant progress has been made in visual-linguistic multi-modality research, leading to advancements in visual comprehension and its applications in computer vision tasks.
Seokmok Park, Joonki Paik
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Image Captioning Using Motion-CNN with Object Detection [PDF]
Sensors, 2021 Automatic image captioning has many important applications, such as the depiction of visual contents for visually impaired people or the indexing of images on the internet.
Kiyohiko Iwamura +4 more
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Social Image Captioning: Exploring Visual Attention and User Attention [PDF]
Sensors, 2018 Image captioning with a natural language has been an emerging trend. However, the social image, associated with a set of user-contributed tags, has been rarely investigated for a similar task.
Leiquan Wang +5 more
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An innovative multi-head attention mechanism-driven recurrent neural network model with feature representation fusion for enhanced image captioning to assist individuals with visual impairments [PDF]
Scientific ReportsDevelopments in image captioning technologies played a crucial role in improving the quality of life for individuals with visual impairments, advancing better social inclusivity.
Mashael M. Asiri +3 more
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Image Captioning Based on Semantic Scenes [PDF]
EntropyWith the development of artificial intelligence and deep learning technologies, image captioning has become an important research direction at the intersection of computer vision and natural language processing.
Fengzhi Zhao +3 more
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Novel concept-based image captioning models using LSTM and multi-encoder transformer architecture [PDF]
Scientific ReportsCaptioning an image involves using a combination of vision and language models to describe the image in an expressive and concise sentence. Successful captioning task requires extracting as much information as possible from the corresponding image.
Asmaa A. E. Osman +3 more
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Image Captioning Optimization Strategy Based on Deep Learning [PDF]
Jisuanji kexue, 2023 Image captioning aims to describe image content with grammatically correct sentences and automatically generate text.Image captioning involves computer vision and natural language processing,which is a classic task in multimodal field.In recent years,a ...
ZHOU Ziyi, XIONG Hailing
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Pre-trained CNNs as Feature-Extraction Modules for Image Captioning
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2022 In this work, we present a thorough experimental study about feature extraction using Convolutional Neural Networks (CNNs) for the task of image captioning in the context of deep learning.
Muhammad Abdelhadie Al-Malla +3 more
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A Scientometric Visualization Analysis of Image Captioning Research From 2010 to 2020
IEEE Access, 2021 Image captioning has gradually gained attention in the field of artificial intelligence and become an interesting and challenging task for image understanding.
Wenxuan Liu +4 more
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Stylized Image Captioning Model Based on Disentangle-Retrieve-Generate [PDF]
Jisuanji kexue, 2022 Image captioning aims to generate a description text for the input image to accurately describe the image content.The stylized image captioning goes a step further on the basis of image captioning and introduces the consideration of language style.It ...
CHEN Zhang-hui, XIONG Yun
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