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Information × Registration Number 2122U006277, Article popup.category Препринт Title Study on 3D Head Understanding Benchmarks: spectrum of tasks, existing methods and challenges (AI translated) popup.author Kurliak YanaKurliak Yana popup.publication 01-01-2022 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/4391 popup.publisher Description The face plays a key role in communication of both verbal and non-verbal information in human interaction. A correct 3D head representation helps computer visual system identify key facial features to serve a large range of use cases both in and beyond Computer Vision field. This work includes an overview and analysis of existing 3D Head Understanding area datasets and benchmarking methods. Based on the analysis of their benefits and limitations a novel set of data and metrics are concluded. popup.nrat_date 2025-11-05 Close