Skip to content
View dccc2025's full-sized avatar
5 followers · 6 following

Achievements

Achievement: Starstruck

Achievements

Achievement: Starstruck

Block or report dccc2025

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
dccc2025/README.md

Hi 👋, I'm Cheng Dai

Views Personal Website Google Scholar

"Beyond appearance, toward physical vision."

🧬 About Me

  • 🎓 I am working on thermal infrared hyperspectral imaging, HADAR-based physical vision, and efficient AI systems.
  • 🔬 My current research focuses on temperature-emissivity-texture decomposition, physically interpretable thermal perception, and lightweight deployment for practical sensing systems.
  • 🎯 I am actively seeking 27 Fall PhD opportunities!
  • 🌐 Visit my Personal Website for academic information, or check the website repository for the source.

📝 Research Highlights

TeX-1500

🌡️ TeX-1500: A Paired Real-World LWIR Hyperspectral Dataset and Benchmark

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

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]   [Code]   [Dataset]   [Model Weights]

HAIR

🛠️ HAIR: HADAR-Based Thermal Infrared Hyperspectral Image Restoration

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

A physics-driven restoration framework for ground-based thermal-infrared hyperspectral images, combining HADAR rendering with spectral calibration and TeX decompose-synthesize restoration.

[Paper]   [Code]

🌍 Connect with Me

✨ Just for Fun

I want everyone in the future to work on HADAR! ✊😎🪛

Popular repositories Loading

  1. SwinJSCC-f SwinJSCC-f Public

    Creative Idea; Semantic Communcation; SwinJSCC; not but not want publish

    Python 24 1

  2. TeX-1500 TeX-1500 Public

    TeX-1500: a paired real-world LWIR hyperspectral dataset and benchmark for temperature-emissivity-texture decomposition, with calibrated HSI-TeX pairs, dataset construction tools, and baseline mode…

    Python 1

  3. dccc2025.github.io dccc2025.github.io Public

    Cheng Dai's homepage for introducing myself, and show his profile.

    SCSS

  4. dccc2025 dccc2025 Public