Projects per year
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Collaborations and top research areas from the last five years
Projects
- 36 Finished
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基於深度學習同調處理區間技術之SAR影像特徵萃取應用於複雜海面目標物偵測研究
Chang, Y.-L. (PI)
1/08/22 → 31/07/23
Project: NSTC › NSTC Research Project
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SAR衛星前端成像與後端資料應用整合關鍵技術研究-高效能GPU深度學 習實現SAR成像模擬與資料庫建置應用於環境及防災研究(總計畫及子計畫一)(1/3)
Chang, Y.-L. (PI)
1/05/22 → 30/04/23
Project: NSTC › NSTC Research Project
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合成孔徑雷達SAR影像目標辨識與深度學習特徵萃取對比分析研究
Chang, Y.-L. (PI)
1/08/21 → 31/07/22
Project: NSTC › NSTC Research Project
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110大專校院教學實踐研究計畫-深度學習框架應用實作於GPU嵌入式系統之教學實踐研究
Chang, Y.-L. (PI)
1/08/21 → 31/07/22
Project: MOE › MOE grant
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110年度 【 X-band SAR的應用研究-高效能GPU實現物理光學合成孔徑雷達SAR成像 應用於崩塌估算研究(總計畫及子計畫二)
Chang, Y.-L. (PI)
1/05/21 → 30/04/22
Project: NSTC › NSTC Research Project
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Advancing Global VHF Propagation Analysis - Understanding the E-layer's Influence on APRS of ISS & PARUS/LEO Satellites
Huang, R., Huang, H. & Chang, Y. L., 2025, 2025 PhotonIcs and Electromagnetics Research Symposium - Fall, PIERS-FALL 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2025 PhotonIcs and Electromagnetics Research Symposium - Fall, PIERS-FALL 2025 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Analysis of Images Features of Anisotropic Rough Surface From Simulated SAR
Chiang, C. Y., Chen, K. S., Ku, C. S. & Chang, Y. L., 2025, In: International Geoscience and Remote Sensing Symposium (IGARSS) . p. 9576-9582 7 p.Research output: Contribution to journal › Conference article › peer-review
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An enhanced shoreline detection method using a modified pix2pix cGAN-based SAR data generator
Chang, L., Chu, Y. M., Cheng, C. M. & Chang, Y. L., 17 Sep 2025, Applications of Machine Learning 2025. Zelinski, M. E., Taha, T. M., Narayanan, B., Awwal, A. A. S. & Iftekharuddin, K. M. (eds.). SPIE, 136060U. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13606).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Transformer-Based SAR-Optical Fusion Network for Cloud Removal in Satellite Imagery
Le, T. T., Bui, T. A., Tran, H., Chang, Y. L. & Lee, P. J., 2025, ICCE-Taiwan 2025 - 12th IEEE International Conference on Consumer Electronics - Taiwan: Generative AI in Innovative Consumer Technology, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 19-20 2 p. (ICCE-Taiwan 2025 - 12th IEEE International Conference on Consumer Electronics - Taiwan: Generative AI in Innovative Consumer Technology, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Modified U-Net for Oil Spill Semantic Segmentation in Sar Images
Chang, L., Chen, Y. T. & Chang, Y. L., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2945-2948 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS) ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations
Prizes
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013/2014 IEEE GRS-S Taipei Chapter Best Thesis Award
Chang, Y.-L. (Recipient), 1 Jun 2014
Prize: National International Academic Honorary Award
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100年度電資學院傑出研究獎
Chang, Y.-L. (Recipient), 1 Apr 2012
Prize: National International Academic Honorary Award
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100年度電資學院研究躍升獎
Chang, Y.-L. (Recipient), 1 May 2012
Prize: National International Academic Honorary Award
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104年度電資學院研究躍升獎
Chang, Y.-L. (Recipient), 1 Jun 2015
Prize: National International Academic Honorary Award
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Activities
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IEEE International Geoscience and Remote Sensing Conference
Chang, Y.-L. (Participant)
17 Jul 2022 → 22 Jul 2022Activity: Participating in or organizing an event › Academic Conference
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高雄第一科技大學 (External organization)
Chang, Y.-L. (Member)
22 Apr 2022Activity: Membership › Public/Private Agencies Consultant/Member
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國立台北商業技術學院應用英語系 (External organization)
Chang, Y.-L. (Member)
30 Mar 2022Activity: Membership › Public/Private Agencies Consultant/Member