X. Zhong

Optimization of Robot Vision Object Detection and Recognition Algorithm Based on Convolutional Neural Network

Accurate object detection and recognition remain fundamental challenges in robot vision systems operating in complex environments. To improve detection accuracy, robustness, and computational efficiency, this study proposes a multi-stage collaborative optimization framework based on convolutional neural networks. A lig...