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Author

Kaung Si Thu

Asian Institute of Technology

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Conference Sep 2026

Does Low-Light Image Enhancement Improve Object Detection? A Detection-Oriented and Cost-Aware Study on ExDark

Low-light image enhancement (LLIE) is widely used as a preprocessing step for object detection under the assumption that visually enhanced images should improve downstream detection performance. However, whether this assumption holds for modern object detectors remains unclear. This paper presents a detection-oriented...

Kaung Si Thu, Kharittha Jangsamsi · 0 citations
Open access 2026

A Hybrid Approach for Fair Energy Distribution and Optimal Resource Allocation in Decentralized Energy Systems

Decentralized energy communities (DECs) allow households, prosumers, and small generators to trade electricity locally, improving grid flexibility and supporting renewable integration. However, local market designs often face a trade-off between efficiency and fairness. Efficiency-oriented settlement rules can produce...

Kaung Si Thu, Pikkanate Angaphiwatchawal, S. Chaitusaney · 0 citations

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