arXiv Open Access 2025

AURA: A Hybrid Spatiotemporal-Chromatic Framework for Robust, Real-Time Detection of Industrial Smoke Emissions

Mikhail Bychkov Matey Yordanov Andrei Kuchma

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Abstrak

This paper introduces AURA, a novel hybrid spatiotemporal-chromatic framework designed for robust, real-time detection and classification of industrial smoke emissions. The framework addresses critical limitations of current monitoring systems, which often lack the specificity to distinguish smoke types and struggle with environmental variability. AURA leverages both the dynamic movement patterns and the distinct color characteristics of industrial smoke to provide enhanced accuracy and reduced false positives. This framework aims to significantly improve environmental compliance, operational safety, and public health outcomes by enabling precise, automated monitoring of industrial emissions.

Topik & Kata Kunci

cs.CV

Penulis (3)

Mikhail Bychkov

Matey Yordanov

Andrei Kuchma

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APA MLA BibTeX

Bychkov, M., Yordanov, M., Kuchma, A. (2025). AURA: A Hybrid Spatiotemporal-Chromatic Framework for Robust, Real-Time Detection of Industrial Smoke Emissions. https://arxiv.org/abs/2508.01095

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓