"Bengio, Y., Courville, A. and Vincent, P. (2014). “Representation learning: A review and new perspectives.” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 8, pp. 1798-1828, https://doi.org/10.1109/TPAMI.2013.50."

"Ho, J., Jain, A. and Abbeel, P. (2020). “Denoising diffusion probabilistic models.” Advances in Neural Information Processing Systems, Vol. 33, pp. 6840-6851, https://doi.org/10.48550/arXiv.2006.11239."

"Hore, A. and Ziou, D. (2010). “Image quality metrics: PSNR vs. SSIM.” 2010 20th International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, 23-26 August 2010, pp. 2366-2369, https://doi.org/10.1109/ICPR.2010.579."

"Isola, P., Zhu, J. Y., Zhou, T. and Efros, A. A. (2017). “Image-to-image translation with conditional adversarial networks.” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 5967-5976, https://doi.org/10.1109/CVPR.2017.632"

"Jensen, J. R. (2007). Remote sensing of the environment: An earth resource perspective. Pearson Prentice Hall."

"Jiang, Q., Zhou, T., He, Y., Ma, W., Hou, J., Abdul Ghani, A. S., Miao, S. and Jin, X. (2025). “CMMF-Net: A generative network based on CLIP-guided multi-modal feature fusion for thermal infrared image colorization.” Intelligence & Robotics, Vol. 5, No. 1, pp. 34-49, https://doi.org/10.20517/ir.2025.03."

"Jung, J. H., Park, J., Hwang, C., Lee, J. and Eo, Y. D. (2025). “Colorization based on LiDAR and thermal image.” Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 43, No. 1, pp. 91-99, https://doi.org/10.7848/ksgpc.2025.43.1.91 (in Korean)."

"Kim, B., Kwon, G., Kim, K. and Ye, J. C. (2024). “Unpaired image-to-image translation via neural schrödinger bridge.” The 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, https://doi.org/10.48550/arXiv. 2305.15086."

"Kanezaki, A. (2018). “Unsupervised image segmentation by backpropagation.” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 15-20 April 2018, pp. 1543-1547, https://doi.org/10.1109/ICASSP.2018.8462533."

"Lee, S., Kim, T. and Choi, Y. (2023). “Pseudo-RGB-based place recognition through thermal-to-RGB image translation.” Journal of Korea Robotics Society, Vol. 18, No. 1, pp. 48-52, https://doi.org/10.7746/jkros.2023.18.1.048 (in Korean)."

"Luo, F., Li, Y., Zeng, G., Peng, P., Wang, G. and Li, Y. (2022). “Thermal infrared image colorization for nighttime driving scenes with top-down guided attention.” IEEE Transactions on Intelligent Transportation Systems, Vol. 23, No. 9, pp. 15808- 15823."

"Saharia, C., Chan, W., Chang, H., Lee, C. A., Ho, J., Fleet, D. J. and Norouzi, M. (2022). “Palette: Image-to-image diffusion models.” IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 18661-18671, https://doi.org/10.48550/arXiv.2111.05826."

"Song, Y., Sohl-Dickstein, J., Kingma, D. P., Kumar, A., Ermon, S. and Poole, B. (2021). “Score-based generative modeling through stochastic differential equations.” International Conference on Learning Representations (ICLR), https://doi.org/10.48550/arXiv.2011.13456."

"Wang, D. (2001). “Unsupervised learning: Foundations of neural computation.” Neural Networks, Vol. 22, No. 2, pp. 101-102, https://doi.org/10.1609/aimag.v22i2.1565."

"Wang, Z., Bovik, A. C., Sheikh, H. R. and Simoncelli, E. P. (2004). “Image quality assessment: From error visibility to structural similarity.” IEEE Transactions on Image Processing, Vol. 13, No. 4, pp. 600-612, https://doi.org/10.1109/TIP.2003.819861."

"Zhu, J. Y., Park, T., Isola, P. and Efros, A. A. (2017). “Unpaired image-to-image translation using cycle-consistent adversarial networks.” IEEE International Conference on Computer Vision (ICCV), pp. 2223-2232, https://doi.org/10.1109/ICCV.2017.244."