Research on the Dynamic Dissemination and Application of College Basketball Teaching Resources Empowered by Intelligent Display Watermarking
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Abstract
Open dissemination of basketball teaching resources is often constrained by insufficient copyright protection and limited traceability, which restrict the secure sharing and sustainable development of high-quality educational content. In modern multimedia communication environments, reliable digital content protection is increasingly important for maintaining signal integrity and supporting efficient information dissemination. This study proposes an intelligent display watermarking framework for the dynamic dissemination and application of college basketball teaching resources. A dynamic propagation model with an implicit front-end and explicit back-end architecture is constructed, incorporating four functional modules: resource preprocessing and feature extraction, adaptive watermark embedding, watermark extraction and verification, and resource tracking and aggregation. An adaptive watermark embedding strategy based on video attributes is developed by integrating Discrete Cosine Transform (DCT) and spread-spectrum techniques to improve robustness while preserving visual quality. Experimental results demonstrate that the proposed scheme maintains a watermark extraction rate exceeding 94% and a traceability accuracy of 95% under common processing operations such as transcoding and cropping. Furthermore, the framework promotes standardized resource dissemination and intelligent aggregation, increasing original resource collection by 36% and citation frequency by 42.4 %. The proposed approach provides an effective solution for secure multimedia resource management and digital content transmission in networked educational environments.
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