A Hybrid Approach for Robust Object Detection: Integrating Template Matching and Faster R-CNN

Zangana, Hewa Majeed; Mustafa, Firas Mahmood; Omar, Marwan

A Hybrid Approach for Robust Object Detection: Integrating Template Matching and Faster R-CNN

Zangana, Hewa Majeed and Mustafa, Firas Mahmood and Omar, Marwan (2024) A Hybrid Approach for Robust Object Detection: Integrating Template Matching and Faster R-CNN. EAI Endorsed Transactions on AI and Robotics.

PDF
70478.pdf
Download (1MB)

Abstract

Object detection is a critical task in computer vision, with applications ranging from autonomous vehicles to medical imaging. Traditional methods like template matching offer precise localization but struggle with variations in object appearance, while deep learning approaches such as Faster R-CNN

Item Type:	Article
Date Deposited:	04 Mar 2026 18:10
Last Modified:	16 Apr 2026 22:23
URI:	http://eprints.eai.eu/id/eprint/51443

Actions (login required)

: View Item