Applications Of Machine Learning In Computer Vision: A Review

Abstract

The field of computer vision that deals with the effort of fostering capabilities of the computers in analyzing the visual information and making decisions on the same is enhanced by the achievements in machine learning (ML) techniques. This paper presents a detailed survey on how machine learning is used with different fields of computer vision including image classification, detection, facial recognition, and medical applications. Deep learning, neural network, generative models, performance, and limitations, and further outlook are also discussed. This paper also provides an overview of datasets, algorithms as well as measures adopted in computer vision applications and trends for the future research are also presented.