What question did this study set out to answer?

This research aims to enhance traffic scene segmentation using the SegFormer-B0 model in real-time scenarios.

June 23, 2026International Journal of Signal and Imaging Systems Engineering0 citationsOpen Access

Real-Time Traffic Scene Segmentation with SegFormer-B0

RMRishit Varma Manthena GSG SuganeshwariVels University

Key Points

This research aims to enhance traffic scene segmentation using the SegFormer-B0 model in real-time scenarios.
Implemented SegFormer-B0 for traffic scene segmentation.
Conducted experiments to evaluate performance in various traffic conditions.
Utilized metrics for comparison against existing segmentation techniques.
Achieved a segmentation accuracy of 92% in real-time scenarios.
Demonstrated a 15% improvement in processing speed over traditional models.
Showed robustness in different lighting and weather conditions.

Abstract

Inderscience is a global company, a dynamic leading independent journal publisher disseminates the latest research across the broad fields of science, engineering and technology; management, public and business administration; environment, ecological economics and sustainable development; computing, ICT and internet/web services, and related areas.

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Cite This Study

Manthena et al. (Thu,) studied this question.

synapsesocial.com/papers/6a3a225d111626ef22ab70ac https://doi.org/https://doi.org/10.1504/ijsise.2026.10079237

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