Automatic Caption Generation for Aerial Images: A Survey
نویسندگان
چکیده
Aerial images have attracted attention from researcher community since long time. Generating a caption for an aerial image describing its content in comprehensive way is less studied but important task as it has applications agriculture, defence, disaster management and many more areas. Though different approaches were followed natural generation, generating remains challenging due to special nature. Use of emerging techniques Artificial Intelligence (AI) Natural Language Processing (NLP) domains resulted generation accepted quality captions images. However lot needs be done fully utilize potential task. This paper presents detail survey the various by researchers The datasets available experimentation, criteria used performance evaluation future directions are also discussed.
منابع مشابه
How Many Words Is a Picture Worth? Automatic Caption Generation for News Images
In this paper we tackle the problem of automatic caption generation for news images. Our approach leverages the vast resource of pictures available on the web and the fact that many of them are captioned. Inspired by recent work in summarization, we propose extractive and abstractive caption generation models. They both operate over the output of a probabilistic image annotation model that prep...
متن کاملDeepDiary: Automatic Caption Generation for Lifelogging Image Streams
Lifelogging cameras capture everyday life from a firstperson perspective, but generate so much data that it is hard for users to browse and organize their image collections effectively. In this paper, we propose to use automatic image captioning algorithms to generate textual representations of these collections. We develop and explore novel techniques based on deep learning to generate caption...
متن کاملExtractive and Abstractive Caption Generation Model for News Images
-This paper provides a model for automatically generating captions for news images, which is used to support development of news media management and many multimedia applications. In the existing method, the captions for the news images are given manually by reading the text content. Thus the caption generation task requires human involvement and hence a time consuming process. The proposed sys...
متن کاملAutomatic Dodging of Aerial Images
We present an automated approach for the dodging of images, with which we edit digital images as it is usually done with analogue images in dark-rooms. Millions of aerial images of all battle fields were taken during the Second World War. They were intensively used, e.g. for the observation of military movements, the documentation of success and failure of military operations and further planni...
متن کاملReview Networks for Caption Generation
We propose a novel extension of the encoder-decoder framework, called a review network. The review network is generic and can enhance any existing encoderdecoder model: in this paper, we consider RNN decoders with both CNN and RNN encoders. The review network performs a number of review steps with attention mechanism on the encoder hidden states, and outputs a thought vector after each review s...
متن کاملذخیره 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: Indonesian Journal of Electrical Engineering and Informatics
سال: 2023
ISSN: ['2089-3272']
DOI: https://doi.org/10.52549/ijeei.v11i1.4342