T. Han

Visual measurement network for intelligent cockpit driving state combining lightweight temporal convolution and cross-granularity state mapping

This study proposes LTC-CGMN, a lightweight driver state evaluation framework that integrates cross granularity state mapping and temporal convolution, and shows that LTC-CCMN provides a good balance between recognition accuracy, continuous risk estimation, and edge deployment efficiency for intelligent cockpit DMS app...