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Author

S. Akhmetzhanova

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Open access Sep 2026

TASK-AWARE EVALUATION OF JPEG RECOMPRESSION AND RGB BIT-DEPTH REDUCTION FOR OBJECT DETECTION

How does image storage affect object detection? Traditional image quality metrics typically focus on human vision, but computer vision models process images differently. To explore this gap, we evaluated the Microsoft COCO val2017 dataset under two distinct degradation methods: frequency-domain JPEG recompression (qual...

Amir Karatayev, S. Akhmetzhanova · 0 citations
Open access Sep 2026

DEVELOPMENT OF A BIOMETRIC IDENTIFICATION SYSTEM USING MACHINE LEARNING TECHNOLOGIES TO ANALYZE PALM PARAMETERS

This article addresses the development of a biometric personal identification system based on palm parameter analysis using machine learning technologies. The relevance of the study is determined by the need to ensure information security, access control, and reliable user identification. Since the palm as a biometric...

Z. Taszhurekova, D. H. Kozybayev, A. Tanirbergenov et al. · 0 citations

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