5 papers
Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation
Jianing Zhang, Runan Li, Honglin Pang +5
Deciphering ancient Chinese Oracle Bone Script (OBS) is a challenging task that offers insights into the beliefs, systems, and culture of the ancient era. Existing approaches treat…
Clustering-based Feature Representation Learning for Oracle Bone Inscriptions Detection
Ye Tao, Xinran Fu, Honglin Pang +2
Oracle Bone Inscriptions (OBIs), play a crucial role in understanding ancient Chinese civilization. The automated detection of OBIs from rubbing images represents a fundamental yet…
PairingNet: A Learning-based Pair-searching and -matching Network for Image Fragments
Rixin Zhou, Ding Xia, Yi Zhang +3
In this paper, we propose a learning-based image fragment pair-searching and -matching approach to solve the challenging restoration problem. Existing works use rule-based methods…
An archaeological Catalog Collection Method Based on Large Vision-Language Models
Honglin Pang, Yi Chang, Tianjing Duan +1
Archaeological catalogs, containing key elements such as artifact images, morphological descriptions, and excavation information, are essential for studying artifact evolution and…
ShiftedBronzes: Benchmarking and Analysis of Domain Fine-Grained Classification in Open-World Settings
Rixin Zhou, Honglin Pang, Qian Zhang +3
In real-world applications across specialized domains, addressing complex out-of-distribution (OOD) challenges is a common and significant concern. In this study, we concentrate on…