Author(s)

Yida Wang

Corresponding Author

Yida Wang

ABSTRACT

From 3D picture construction to video processing, computer vision is playing an important role in many fields and will continue to enlarge its influence in the future. Image recognition is a technology within the range of computer vision, performing the function of processing and identifying the images to achieve the automatic tasks. With decades of development, the approach of image recognition has changed a lot and now most of it is based on deep learning. In this article, the background of image recognition technology and deep learning in image recognition technology will be introduced. And this article will focus on the development of the CNN model and its structure. Moreover, image recognition technology is successful in many aspects and this article also provides research on application of image processing and identification technology, the state of image recognition technology and the popular research area.

KEYWORDS

Image Recognition; Artificial Intelligence; Convolution Neural Network (CNN); Nonlinear Dimension Reduction