2025
Multi-Modal Graph Convolutional Network with Sinusoidal Encoding for Robust Human Action Segmentation
IROS 2025
Accurate temporal segmentation of human actions is critical for intelligent robots in collaborative settings, where a precise understanding of sub-activity labels and their temporal structure is essential. However, the inherent noise in both human pose estimation and object detection often leads to