Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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基於跨領域深度學習之影像品質回復及其應用之研究
2022/08/01 → 2025/07/31
Project: Government Ministry › Ministry of Science and Technology
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基於深度學習之鋼材辨識/身分識別於鋼鐵智慧製造之應用及廠房人員安全維護之研究
2019/08/01 → 2022/07/31
Project: Government Ministry › Ministry of Science and Technology
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Evaluation on Video Super-Resolution via Self-Supervision-Guided Generative Adversarial Network with Image Denoising
Chen, B. A. & Kang, L. W., 2025, International Workshop on Advanced Imaging Technology, IWAIT 2025. Nakajima, M., Chang, C.-Y., Yeh, C.-H., Kim, J.-G., Qian, K. & Lau, P. Y. (eds.). SPIE, 135101D. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13510).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Fine-grained video super-resolution via spatial-temporal learning and image detail enhancement
Yeh, C. H., Yang, H. F., Lin, Y. Y., Huang, W. J., Tsai, F. H. & Kang, L. W., 2024 May, In: Engineering Applications of Artificial Intelligence. 131, 107789.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Image inpainting based on GAN-driven structure- and texture-aware learning with application to object removal
Yeh, C. H., Yang, H. F., Chen, M. J. & Kang, L. W., 2024 Aug, In: Applied Soft Computing. 161, 111748.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
PADU-Net: Parallel Attention-based Dual U-Net for Retinal Vessel Segmentation
Hu, J. H., Kang, L. W. & Chang, P. C., 2024, GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., p. 152-153 2 p. (GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Transformer-based Inverse Halftoning with Attention Mechanism for Halftone Image Reconstruction
Lee, W. H., Huang, P. T. & Kang, L. W., 2024, GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., p. 1189-1190 2 p. (GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Press/Media
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清除天空:基於深度學習之單張影像內雨紋去除技術
2022/06/09
1 item of Media coverage
Press/Media: research_highlight › Engineering Technologies