Abstract
Visual perception refers to the process of organizing, identifying, and interpreting visual information in environmental awareness and understanding. With the rapid progress of multimedia acquisition technology, research on visual perception has been a hot topic in the academical field and industrial applications. Especially after the introduction of artificial intelligence theory, intelligent visual perception has been widely used to promote the development of industrial production towards intelligence. In this article, we review the previous research and application of visual perception in different industrial fields such as product surface defect detection, intelligent agricultural production, intelligent driving, image synthesis, and event reconstruction. The applications basically cover most of the intelligent visual perception processing technologies. Through this survey, it will provide a comprehensive reference for research on this direction. Finally, this article also summarizes the current challenges of visual perception and predicts its future development trends.
Highlights
A MONG the five senses, vision provides a wealth of information for humans to observe and understand the world
We have summarized some of the limitations and introduced the main challenges faced by current visual perception from the perspective of users and researchers
In this paper we have reviewed and analyzed several major application fields of visual perception, including industrial quality inspection, agricultural production, autonomous driving, visual fraud and crowd sensing
Summary
A MONG the five senses, vision provides a wealth of information for humans to observe and understand the world. Videos to understand the real environment, so that the machine has the ability to replace humans to complete various tasks In industrial applications, this process is called machine vision [2].
Sign-in/Register to view highlights & summary Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
