Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging Labels

Dong–Guw Lee,Myung–Hwan Jeon,Younggun Cho,Ayoung Kim,Dong–Guw Lee,Myung–Hwan Jeon,Younggun Cho,Ayoung Kim

The insufficient number of annotated thermal infrared (TIR) image datasets not only hinders TIR image-based deep learning networks to have comparable performances to that of RGB but it also limits the supervised learning of TIR image-based tasks with challenging labels. As a remedy, we propose a modified multidomain RGB to TIR image translation model focused on edge preservation to employ annotate...