Detection-Guided Keypoint Estimation for Humanoid Robots from Video Frames
Highlights What are the main findings? A detection-guided framework is developed for full-body 2D keypoint estimation of humanoid robots from monocular video frames. Robot-specific ROI normalisation, heatmap representation, DSNT decoding, and CBAM refinement improve localisation relative to direct coordinate regression...