Anil Fernando

Context-Aware Semantic Video Coding via Content-Adaptive Parameter Overfitting

Hybrid semantic video coding combines learned representations with standardized residual coding, but existing approaches either retrain an entire model for each group of pictures or use a fixed decoder that cannot adapt to local content. This paper introduces a context-aware framework that specializes a pretrained sema...