Single-level Discrete Two Dimensional Wavelet Transform Based Multiscale Deep Learning Framework for Two-Wheeler Helmet Detection

Annadurai, Amrutha and Prusty, Manas Ranjan and Pandey, Trilok Nath and Patra, Subhra Rani (2025) Single-level Discrete Two Dimensional Wavelet Transform Based Multiscale Deep Learning Framework for Two-Wheeler Helmet Detection. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems.

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Abstract

INTRODUCTION: A robust method is proposed in this paper to detect helmet usage in two-wheeler riders to enhance road safety.
OBJECTIVES: This involves a custom made dataset that contains 1000 images captured under diverse real-world scenarios, including variations in helmet size, colour, and lighti

Item Type: Article
Date Deposited: 04 Mar 2026 18:31
Last Modified: 10 Apr 2026 22:59
URI: http://eprints.eai.eu/id/eprint/52825

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