A dual-branch fusion network based on Convolutional Neural Network and Mamba for outdoor fire detection. - Jin He; Wei Wang 278; Zhijian Gou; Xiaozhao Jin; Gexiang Zhang; Mianxiong Dong (Eng. Appl. Artif. Intell., 2026)