Research on image recognition technology based on machine learning in the context of big data

Di Shi

doi:10.1117/12.2611700

22 October 2021 Research on image recognition technology based on machine learning in the context of big data

Di Shi

Proceedings Volume 11928, International Conference on Image Processing and Intelligent Control (IPIC 2021); 119280I (2021) https://doi.org/10.1117/12.2611700
Event: International Conference on Image Processing and Intelligent Control (IPIC 2021), 2021, Lanzhou, China

Abstract

This essay discusses the important role of deep learning technology in optimizing the mobile visual search function of digital library. On this basis, it analyzes the necessity and feasibility of constructing mobile visual search mechanism based on deep learning technology, and expounds the application of deep neural network to construct mobile visual search. The main content of the visual search mechanism, including mobile visual big data input layer, mobile visual resource organization layer, deep neural network analysis layer, and mobile visual service interaction layer, etc., are designed to enhance the value of mobile visual search in a big data environment and promote big data The realization of personalized intelligent services of the Times Digital Library.

Citation Download Citation

Di Shi "Research on image recognition technology based on machine learning in the context of big data", Proc. SPIE 11928, International Conference on Image Processing and Intelligent Control (IPIC 2021), 119280I (22 October 2021); https://doi.org/10.1117/12.2611700

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available