國立交通大學 土木工程學系

• Learning-oriented algorithmic framework for automatic reconstruction of LoD3 building wireframe models based on multiview UAV images (12-2121-M-A49 -004 -) NSTC  2023/08/01 ~ 2024/07/31
• Development and investigation on learning-based point cloud vectorization models (111-2221-E-A49 -036 -) NSTC 2022/08/01 ~ 2023/07/31
• SLAM-based inspection system with 3D point cloud recognition for BIM model change detection (109-2221-E-009 -167 -MY2)   MOST  2020/08/01 ~ 2022/07/31

Journal

1. Tzu-Yi Chuang*, Min-Jung Yang (2023, March). Change component identification of BIM models for facility management based on time-variant BIMs or point clouds. Automation in Construction, 147, 104731. (SCIE, IF: 10.517, Rank: 1/138) https://doi.org/10.1016/j.autcon.2022.104731
2. Tzu-Yi Chuang*, Cheng-Che Sung (2021, December). Learning-Guided Point Cloud Vectorization for Building Component Modeling. Automation in Construction, 132, 103978. (SCIE, IF: 10.517, Rank: 1/138) https://doi.org/10.1016/j.autcon.2021.103978.
3. Tzu-Yi Chuang, Jen-Yu Han, Deng-Jie Jhan, Ming-Der Yang* (2020, Jun). Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNN. Remote Sensing, 12(12), 1908. (SCIE, IF: 5.349, Rank: 30/202) https://doi.org/10.3390/rs12121908
4. Tzu-Yi Chuang*, Cheng-Che Sung (2020, Mar). Learning and SLAM based Decision Support Platform for Sewer Inspection. Remote Sensing, 12(6), 968. (SCIE, IF: 5.349, Rank: 30/202) https://doi.org/10.3390/rs12060968.
5. Tzu-Yi Chuang, Nei-Hao Perng, Jen-Yu Han* (2019, Oct). Pavement performance monitoring and anomaly recognition based on crowdsourcing spatiotemporal data. Automation in Construction. (SCIE, IF: 10.517, Rank: 1/138) https://doi.org/10.1016/j.autcon.2019.102882.
6. Jen-Yu Han, Tsung-Hsien Juan, Tzu-Yi Chuang* (2019, Sep). Traffic Sign Detection and Positioning based on a Monocular Camera. Journal of the Chinese Institute of Engineers. (SCIE, IF: 1.107, Rank: 93/175) https://doi.org/10.1080/02533839.2019.1660220.
7. Tzu-Yi Chuang, Hao-Wei Ting, Jen-Jer Jaw* (2018, May). Dense Stereo Matching With Edge-Constrained Penalty Tuning. IEEE Geoscience and Remote Sensing Letters, 15(5), 664-668. (SCIE, IF: 5.343, Rank: 11/87) 10.1109/LGRS.2018.2805916.
8. Tzu-Yi Chuang*, Nei-Hao Perng (2018, Jan). Rectified Feature Matching for Spherical Panoramic Images. Photogrammetric Engineering & Remote Sensing, 84(1), 25-32. (SCIE, IF: 1.469, Rank: 168/202) https://doi.org/10.14358/PERS.84.1.25.
9. J.Y. Han, N.J. Huang, J.T.Y. Chuang* (2017, Jun). Application of laser scanning for rapid geologic documentation of trench exposures. Engineering Geology, 224(22): 97-104. (SCIE, IF: 6.902, Rank: 1/41) https://doi.org/10.1016/j.enggeo.2017.05.010.
10. Tzu-Yi Chuang and Jen-Jer Jaw* (2017, Mar). Multi-Feature Registration of Point Clouds. Remote sensing, 9(3), 281. (SCIE, IF: 5.349, Rank: 30/202) https://doi.org/10.3390/rs9030281.
11. 吳栩賢，謝佑明，莊子毅 (2023年3月) 。基於特徵關係演算法創建線框模型之研究。航測及遙測學刊，28(1), 35-47。https://doi.org/10.6574/JPRS.202303_28(1).0003.
12. 張晉睿 ，莊子毅 (2022年5月)。基於焊道幾何進行埋弧焊焊炬軌跡自動規劃。中國土木水利工程學刊 第三十四卷 第三期，pp. 185–190。https://doi.org/10.6652/JoCICHE.202205_34(3).0001. 
13. 吳栩賢，莊子毅 (2021年10月)。立體影像於鋼構件內隔板焊接品質檢測之評估。土木水利．48卷5期 (20211001)．pp. 10-14。https://doi.org/10.6653/MoCICHE.202110_48(5).0003. 
14. 宋政哲，莊子毅 ( 2021年03月 ) 。點雲自動建構向量模型之策略。航測及遙測學刊，26(1), 31-43。https://doi.org/10.6574/JPRS.202103_26(1).0003. 
15. 楊明德，莊子毅，韓仁毓（2018年08月）。結合光學與紅外線熱影像正射鑲嵌處理。航測及遙測學刊，23(2), 71-81.。http://dx.doi.org/10.6574/JPRS.201806_23(2).0001. 
16. 張嘉峰，廖惠菁，彭念豪，莊子毅 （2018年06月）。結合雷射掃描影像與BIM技術進行隧道安全與管理。土木水利，45(3), 51-56.。https://doi.org/10.6653/MoCICHE.201806_45(3).0008. 

Conference

1. Cheng-Che Sung, Tzu-Yi Chuang (2019, Apr). Intelligent Sewer Inspection with respect to Decision Support and Self-Positioning. 2019 International Symposium on Remote Sensing, Taiwan.
2. Tzu-Yi Chuang, Nei-Hao Perng, Jen-Yu Han (2019, Apr). Periodic Pavement Performance Assessment by Crowdsourcing Accelerating Analysis. 2019 International Symposium on Remote Sensing, Taiwan.
3. 張育琪，莊子毅, 韓仁毓 (2022年9月)。自駕式光達於鋪面相對平坦度觀測之評估。第40屆測量及空間資訊研討會。(學生論文發表競賽-特優獎)
4. 吳栩賢，莊子毅 (2022年9月)。特徵關係向量演算法於點雲模型重建之研究。第40屆測量及空間資訊研討會。
5. 楊旻蓉，莊子毅 (2022年9月)。BIM模型更新之變異構件自動識別框架。第40屆測量及空間資訊研討會。
6. 吳栩賢，莊子毅 (2021年10月)。鋼構箱型柱內襯板焊接自動檢核系統開發。第39屆測量及空間資訊研討會。
7. 張晉睿，莊子毅 (2021年10月)。基於焊道幾何進行埋弧焊焊炬軌跡之自動規劃。第39屆測量及空間資訊研討會。(學生論文海報發表競賽-佳作獎)
8. 楊旻蓉，莊子毅 (2021年10月)。BIM模型與現地變異檢測巡檢系統。第39屆測量及空間資訊研討會。
9. Shameika R. Prentice，莊子毅 (2021年10月)。Accessibility and Site Suitability Analysis for Healthcare Facilities: A Case Study in St. Kitts, West。第39屆測量及空間資訊研討會。
10. Tzu-Yi Chuang, Hao-Wei Ting, Jen-Jer Jaw (2016, Jul). Hybrid-based dense stereo matching. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Prague. MOST 104-2119-M-002-025. 
11. Tzu-Yi Chuang, Franz Rottensteiner, Christian Heipke (2015, Mar). Relative pose estimation using image feature triplets. PIA15+HRIGI15 – Joint ISPRS conference 2015, 25–27 March 2015, Munich, German, Munich, Germany. MOST 103-2917-I-564-056. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information.

Book

1. Prasad S. Thenkabai (2015),  "Remotely Sensed Data Characterization, Classification, and Accuracies (Remote Sensing Handbook) (Volume 3)",  CRC Press,  Chapter Author, LiDAR Data Quality Assessment and Control. Chapter No.: 17.2.