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

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

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 light...

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Bibliographic Details
Main Authors: Amrutha Annadurai, Manas Ranjan Prusty, Trilok Nath Pandey, Subhra Rani Patra
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2025-03-01
Series:EAI Endorsed Transactions on Industrial Networks and Intelligent Systems
Subjects:
Multi Scale CNN
Long Short-Term Memory
Discrete Wavelet Transform
Helmet Detection
Online Access:https://publications.eai.eu/index.php/inis/article/view/7612
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