Language-Led Visual Grounding and Future Possibilities

In recent years, with the rapid development of computer vision technology and the popularity of intelligent hardware, as well as the increasing demand for human–machine interaction in intelligent products, visual localization technology can help machines and humans to recognize and locate objects, t...

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Bibliographic Details
Published in:Electronics (Basel) 2023-07, Vol.12 (14), p.3142
Main Authors: Sui, Zezhou, Zhou, Mian, Feng, Zhikun, Stefanidis, Angelos, Jiang, Nan
Format: Article
Language:English
Subjects:
Algorithms
Analysis
Computer vision
Computers
Human-computer interaction
Image retrieval
Intelligent devices
Intelligent manufacturing systems
Language
Localization
Machine learning
Machine vision
Optimization
Proposals
Queries
Semantics
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Summary:In recent years, with the rapid development of computer vision technology and the popularity of intelligent hardware, as well as the increasing demand for human–machine interaction in intelligent products, visual localization technology can help machines and humans to recognize and locate objects, thereby promoting human–machine interaction and intelligent manufacturing. At the same time, human–machine interaction is constantly evolving and improving, becoming increasingly intelligent, humanized, and efficient. In this article, a new visual localization model is proposed, and a language validation module is designed to use language information as the main information to increase the model’s interactivity. In addition, we also list the future possibilities of visual localization and provide two examples to explore the application and optimization direction of visual localization and human–machine interaction technology in practical scenarios, providing reference and guidance for relevant researchers and promoting the development and application of visual localization and human–machine interaction technology.
ISSN:2079-9292
2079-9292
DOI:10.3390/electronics12143142