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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

K. Smelyakov

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Conference Open access Sep 2026

METHODS AND MODELS FOR IMAGE ENHANCEMENT IN LOW-LIGHT CONDITIONS

This article reviews current research on various approaches to improving images captured in low-light or dimly lit conditions. To address this issue, an adaptive ensemble method is proposed that combines several, specifically, four classical image processing algorithms and automatically distributes weights among them b...

Mariia Liashenko, K. Smelyakov, A. Chupryna et al. · 0 citations
Conference Open access Sep 2026

COMPARATIVE ANALYSIS OF DEEP LEARNING ARCHITECTURES FOR MONOCHROMATIC IMAGE COLORIZATION

Colorizing monochromatic images is crucial for enhancing the informativeness of visual data in modern information technology and computer vision systems. However, automatic colorization poses an inherently ill-posed mathematical challenge due to the multimodal nature of color distributions, where multiple valid color m...

Ihor Panasenko, K. Smelyakov, A. Chupryna et al. · 0 citations

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