Jin-Yao Zhang

Multi-scale local perception video topic recognition method based on semantic-guided feature pyramid

Video topic recognition faces core challenges such as the limitations of static representations, cross-modal semantic misalignment, insufficient coverage of single-scale features, and weak temporal dynamic modeling. This paper finds that existing methods have significant deficiencies in local detail perception, leading...