Detection of Human Behaviour by Object Recognition using Deep Learning: A Review
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2020, Vol 8, Issue 2
Abstract
The major drawback of the society is the falsehood of human nature; so prediction of nature of the individual by analysing the video or image of that person is highly necessary. From the post World War II period due to the advancement of technology since the past few decades many countries have developed low cost cameras with high resolution. They generally use the RGB and depth features to enhance the image quality captured by the camera. Hence object recognition is the new branch of computer science which emerges. It has got a close relationship with image understanding and analysis of video; which encourages several researchers to work in this domain since past few years. As the branch of deep learning develops handful of efficient tools have been develop which prove to be highly efficient to learn high level deeper features of the image and semantics. In this paper a review on object recognition using deep learning has been discussed. This paper includes basics of deep learning and object recognition. Then we have discussed some tools required to perform object recognition as well as moving object recognition and finally some future goals of this subject have been discussed.
Authors and Affiliations
Mr. Utsab Mukherjee, Prof. Samir Kumar Bandyopadhyay
Keywords
Related Articles
- EP ID EP747845
- DOI 10.21276/ijircst.2020.8.2.2
- Views 29
- Downloads 0
The Computer Program for Determination the Combustion Parameter of the Marine Heavy Liquid Fuels, Simple and Water Emulsified Fuel
To determine the parameters necessary for making a comparation between the naval residual heavy fuels burning, simple and with water in emulsion, used in marine power systems, we conceived a computer program to establish...
Automatic Object Detection on Aerial Images Using Convolutional Neural Networks
Large quantities of aerial and satellite images are being acquired on a daily basis. Many practical applications may benefit from the analysis of such huge amounts of data. We propose an automated content-based analysis...
Credit Card Fraud Analysis And Detection
Due to the rise and rapid growth of E-Commerce, use of credit cards for online purchases has dramatically increased and it caused an explosion in the credit card fraud. As credit card becomes the most popular mode of pay...
Handwritten Digit Recognition Using Various Machine Learning Algorithms and Models
Handwritten digit recognition is a technique or technology for automatically recognizing and detecting handwritten digital data through different Machine Learning models. In this paper we use various Machine Learning alg...
AI Based Traffic and Automobile Monitoring System
We live in a world where technology is constantly changing and upgrading, so this change gave birth to artificial intelligence (AI). When intelligence is shown by humans it’s called human intelligence, but when machines...