Improving Freedom of Visually Impaired Individuals with Innovative EfficientNet and Unified Spatial-Channel Attention: A Deep Learning-Based Road Surface Detection System

Improving Freedom of Visually Impaired Individuals with Innovative EfficientNet and Unified Spatial-Channel Attention: A Deep Learning-Based Road Surface Detection System

Individuals with visual impairments often encounter substantial challenges navigating outdoor spaces due to their inability to perceive road-surface conditions. This study introduces an innovative method that harnesses deep learning to identify and categorize road surfaces, aiming to enhance the ind...

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Bibliographic Details
Main Authors:	Amit Chaudhary, Prabhat Verma
Format:	Article
Language:	English
Published:	University North 2025-01-01
Series:	Tehnički Glasnik
Subjects:	attention mechanism deep learning network EfficientNet-B0 pedestrian with vision limitations
Online Access:	https://hrcak.srce.hr/file/473454
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