CLIP-MDC: CLIP encoder based multimodal defect classification with synthetic anomaly generation for real-time surface defect detection
Crossref DOI link: https://doi.org/10.1007/s10845-025-02773-4
Published Online: 2026-01-17
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Ha, Taewon
Hwang, Chaeseon
Jeong, Jongpil https://orcid.org/0000-0002-4061-9532
Funding for this research was provided by:
Sungkyunkwan University
Text and Data Mining valid from 2026-01-17
Version of Record valid from 2026-01-17
Article History
Received: 21 July 2025
Accepted: 11 December 2025
First Online: 17 January 2026