Article

Neural-Symbolic Emotion-Pose Graph Reasoning in AI-Based Human Synthesis: A Multimodal Model Integrating Cognitive Priors—Digital Restoration of the Aesthetics of the Statue of Venus

2025-08-06

Abstract excerpt

This study aims to break through the traditional sculpture restoration paradigm centred on "geometric fitting", and proposes an aesthetic restoration framework that integrates emotion-gesture-symbol. Different from the geometric restoration that focuses on the symmetry of form and the fitting of points and lines, the aesthetic restoration emphasises the multi-dimensional linkage of emotional communication, dynamic...

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Literature Corpus work: 87403e07-ca49-5d7e-b307-c372bd75c98f
DOI: 10.20944/preprints202508.0387.v1

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Neural-Symbolic Emotion-Pose Graph Reasoning in AI-Based Human Synthesis: A Multimodal Model Integrating Cognitive Priors—Digital Restoration of the Aesthetics of the Statue of VenusDOI 10.20944/preprints202508.0387.v1Read

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