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Methods for automatic and assisted image annotation [PDF]
Multimedia Tools and Applications, 2011 Personal memories composed of digital pictures are very popular at the moment. To retrieve these media items annotation is required. During the last years, several approaches have been proposed in order to overcome the image annotation problem.
Abrantes, Arnaldo +2 more
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Automatic Image Annotation for Semantic Image Retrieval [PDF]
, 2007 This paper addresses the challenge of automatic annotation of images for semantic image retrieval. In this research, we aim to identify visual features that are suitable for semantic annotation tasks.
Naghdy, G., Phung, Son Lam, Shao, Wenbin
core +5 more sources
Automatic Annotation of Images from the Practitioner Perspective [PDF]
, 2005 This paper describes an ongoing project which seeks to contribute to a wider understanding of the realities of bridging the semantic gap in visual image retrieval.
Enser, Peter G.B. +2 more
core +4 more sources
A framework for evaluating automatic image annotation algorithms [PDF]
, 2010 Several Automatic Image Annotation (AIA) algorithms have been introduced recently, which have been found to outperform previous models. However, each one of them has been evaluated using either different descriptors, collections or parts of collections ...
A.W.M. Smeulders +12 more
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Automatic Annotation of Change Detection Images [PDF]
Sensors, 2021 Earth observation satellites have been capturing a variety of data about our planet for several decades, making many environmental applications possible such as change detection. Recently, deep learning methods have been proposed for urban change detection.
Neptune, Nathalie, Mothe, Josiane
openaire +6 more sources
Automatic Image Annotation Based on Deep Learning Models: A Systematic Review and Future Challenges
IEEE Access, 2021 Recently, much attention has been given to image annotation due to the massive increase in image data volume. One of the image retrieval methods which guarantees the retrieval of images in the same way as texts are automatic image annotation (AIA ...
Myasar Mundher Adnan +5 more
doaj +1 more source
Visual attention mechanism and support vector machine based automatic image annotation. [PDF]
PLoS ONE, 2018 Automatic image annotation not only has the efficiency of text-based image retrieval but also achieves the accuracy of content-based image retrieval. Users of annotated images can locate images they want to search by providing keywords.
Zhangang Hao, Hongwei Ge, Long Wang
doaj +1 more source
IEEE Access, 2022 Every day, websites and personal archives generate an increasing number of photographs. The extent of these archives is unfathomable. The ease of usage of these enormous digital image collections contributes to their popularity. However, not all of these
Myasar Mundher Adnan +5 more
doaj +1 more source
NEW ONTOLOGY RETRIEVAL IMAGE METHOD IN 5K COREL IMAGES [PDF]
, 2023 Semantic annotation of images is an important research topic on both image understanding and database or web image search. Image annotation is a technique to choosing appropriate labels for images with extracting effective and hidden feature in pictures.
Hossein Sahlani
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Deep Convolutional Neural Network with KNN Regression for Automatic Image Annotation
Applied Sciences, 2021 Automatic image annotation is an active field of research in which a set of annotations are automatically assigned to images based on their content. In literature, some works opted for handcrafted features and manual approaches of linking concepts to ...
Ramla Bensaci +3 more
doaj +1 more source