Li, Jian, Huan Liu, Yanqiu Li, Hairui Wang, Lu Guan, and Changyi Liao. “Image Recognition Based on THGS Algorithm to Optimize ResNet-18 Model”. Journal of Applied Artificial Intelligence 1, no. 1 (October 18, 2024): 169–191. Accessed August 8, 2026. https://crestapress.org/index.php/aai/article/view/284.