Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach

arXiv:2403.06682v1 Announce Type: cross
Abstract: Cultural heritage serves as the enduring record of human thought and history. Despite significant efforts dedicated to the preservation of cultural relics, many ancient artefacts have been ravaged irreversibly by natural deterioration and human actions. Deep learning technology has emerged as a valuable tool for restoring various kinds of cultural heritages, including ancient text restoration. Previous research has approached ancient text restoration from either visual or textual perspectives, often overlooking the potential of synergizing multimodal …

abstract arxiv cs.cl cs.cv cs.cy deep learning heritage history human multimodal natural network neural network preservation technology thought tool type