LiteOCR: A Lightweight Text Detection Framework Integrating Cross-Modal Semantic Distillation and Dynamic Resolution Decision-Making
LiteOCR is introduced—a lightweight OCR framework designed for edge intelligence deployment that comprehensively validates the effectiveness of cross-modal attention distillation in preserving semantic accuracy, dynamic resolution gating in enhancing computational efficiency, and semi-supervised feature alignment in re...