Various object detection algorithms and their comparison

Debani Prasad Mishra (IIIT Bhubaneswar, Odisha, India)
Kshirod Kumar Rout (Department of Electrical Engineering, IIIT Bhubaneswar, Odisha, India.)
Sivkumar Mishra (Department of Electrical Engineering, CAPGS, BPUT, Rourkela, Odisha, India)
Surender Reddy Salkuti (Woosong University)

Indonesian Journal of Electrical Engineering and Computer Science
Vol 29, No 1: January 2023

This paper presents a detailed and comparative analysis of various object detection algorithms. The challenge of object detection is taken care of while studying various algorithms. Throughout the year various methods have been discovered in this field, each having its advantages and drawbacks. This paper aims at providing the systematic study of all the popular algorithms including the conventional ones. Although many methods and techniques come up each year and each of them having superiority other the previous models but at the same time even complexity increases. In this paper, some famous and basic methods of object detection and tracking are discussed. Using these developed techniques good results can be obtained and also the comparison of the efficiency of all the models can be done. Real-time applications and the outcomes are also discussed.