Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

TeX-1500: A Paired Real-World LWIR Hyperspectral Dataset and Benchmark for Temperature-Emissivity-Texture Decomposition

Cheng Dai, Jiale Lin, Hongyi Xu, Bingxuan Song, Ziyang Xie, and Fanglin Bao

We introduce TeX-1500, a paired real-world long-wave infrared hyperspectral dataset and benchmark for supervised temperature-emissivity-texture decomposition, together with TeX-UNet as a wavelength-aware baseline.

Paper / GitHub / Dataset / Model Weights

HADAR-Based Thermal Infrared Hyperspectral Image Restoration

Cheng Dai, Jiale Lin, Bingxuan Song, Yifei Chen, Jiashuo Chen, Xin Yuan, and Fanglin Bao

We propose HAIR, a physics-driven framework for ground-based thermal-infrared hyperspectral image restoration. HAIR combines the HADAR rendering equation with atmospheric downwelling radiative transfer to restore TIR-HSI through physically interpretable temperature, emissivity, and texture components.

Paper / GitHub