CMMF-Net: A Generative network based on CLIP-guided multi-modal feature fusion for thermal infrared image colorization

• Main Authors: Jiang, Qian, Zhou, Tao, He, Youwei, Ma, Wenjun, Hou, Jingyu, Ahmad Shahrizan, Abdul Ghani, Miao, Shengfa, Jing, Xin
• Format: Article
• Language: English
• Published: OAE Publishing Inc. 2025
• Subjects: T Technology (General); TA Engineering (General). Civil engineering (General); TJ Mechanical engineering and machinery; TK Electrical engineering. Electronics Nuclear engineering; TS Manufactures
• Online Access: http://umpir.ump.edu.my/id/eprint/43832/1/CMMF-Net_A%20Generative%20network%20based%20on%20CLIP-guided.pdf; http://umpir.ump.edu.my/id/eprint/43832/; https://doi.org/10.20517/ir.2025.03; https://doi.org/10.20517/ir.2025.03

Thermal infrared (TIR) images remain unaffected by variations in light and atmospheric conditions, which makes them extensively utilized in diverse nocturnal traffic scenarios. However, challenges pertaining to low contrast and absence of chromatic information persist. The technique of image coloriz...