ANEP: A Deterministic Hybrid Framework for Person Name Extraction from News Videos — Interpretation of a Paper Accepted by IEEE CAI 2026

Introduction / Main Floor: ANEP: A Deterministic Hybrid Framework for Person Name Extraction from News Videos — Interpretation of a Paper Accepted by IEEE CAI 2026

The research team from the University of Malta proposed ANEP (Accurate Name Extraction Pipeline), a modular and interpretable person name extraction framework that combines YOLOv12 object detection, OCR, and NER technologies to automatically extract person names from news video subtitles. Compared to black-box generative models, ANEP provides end-to-end traceability and has significant advantages in transparency and auditability.