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Applied Sciences, Vol. 16, Pages 8850: Explainable Ceramic-Form Classification and Visual Retrieval of Chinese Ceramic Cultural Heritage Using DINOv2 and Morphological Feature Fusion
1+ week, 1+ day ago (499+ words) The continued digitization of open museum collections provides new opportunities for the intelligent organization and visual discovery of cultural heritage. However, morphological similarity between ceramic forms, intra-class variation, and changing photographic conditions remain challenges for automated classification, model interpretation, and…...
Applied Sciences, Vol. 16, Pages 8271: Comparative Evaluation of Deep Transfer Learning Models for Ancient Coin Classification
3+ week, 4+ day ago (345+ words) In this paper, we present deep learning models for classifying ancient-coins using transfer learning applied to a custom dataset curated from a specialized collection. The dataset was meticulously developed through rigorous preparation and quality screening; the retained fine-grained classes are…...