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期刊論文
  1. Chih-Chang Yu; Leon Yufeng Wu , “Instructing with Cognitive Apprenticeship Programming Learning System (CAPLS) for Novice Computer Science College Freshmen: An Exploration Study” , 2024 , Educational Technology & Society , vol.27 , p.183-196. (SSCI期刊)
  2. Hsu-Yung Cheng; Chih-Chang Yu; Chenyu Li , “Separable ConvNet Spatiotemporal Mixer for Action Recognition” , 2024 , Electronics , vol.13 , p.496-496. (SCI期刊)
  3. Chih-Chang Yu;Tzu-Ying Chen; Chun-Wei Hsu; Hsu-Yung Cheng , “Incremental Scene Classification Using Dual Knowledge Distillation and Classifier Discrepancy on Natural and Remote Sensing Images” , 2024 , Electronics , vol.13 , p.583-583. (SCI期刊)
  4. Yang, S.-Y.; Cheng, H.-Y.; Yu, C.-C. , “Real-Time Object Detection and Tracking for Unmanned Aerial Vehicles Based on Convolutional Neural Networks” , 2023 , Electronics , vol.12 , p.4928-4940. (SCI期刊)
  5. Cheng, H.-Y.; Yu, C.-C. , “Scene Classification, Data Cleaning, and Comment Summarization for Large-Scale Location Databases” , 2022 , Electronics , p.1947-1957. (SCI期刊)
  6. Hsu-Yung Cheng;Chih-Chang Yu;Chih-Lung Lin , “Day-ahead to week-ahead solar irradiance prediction using convolutional long short-term memory networks” , 2021 , Renewable Energy , vol.179 , p.2300-2308. (SCI期刊)
  7. Hsu-Yung Cheng; Chih-Chang Yu , “Generating Scenery Images with Larger Variety According to User Descriptions” , 2021 , Applied Science , vol.11 , p.10224-10238. (SCI期刊)
  8. Chih-Chang Yu; Leon Yufeng Wu , “Early Warning System for Online STEM Learning - A Slimmer Approach using Recurrent Neural Networks” , 2021 , Sustainability , vol.13 , p.12461-12478. (SSCI期刊)(SCI期刊)
  9. Hsu-Yung Cheng; Chih-Chang Yu , “Automatic Data Cleaning System for Large-Scale Location Image Databases using a Multilevel Extractor and Multiresolution Dissimilarity Calculation” , 2021 , IEEE Intelligent Systems , vol.36 , p.49-56. (SCI期刊)
  10. Hsu-Yung Cheng; Chih-Chang Yu; Chih-Lung Lin , “Generating Dance Videos using Pose Transfer Generative Adversarial Network with Multiple Scale Region Extractor and Learnable Region Normalization” , 2021 , IEEE MultiMedia , p.0-0. (SCI期刊)
  11. Chun-Hung Lin;Chih-Chang Yu;Po-Kang Shih;Leon Yufeng Wu , “STEM-based Artificial Intelligence Learning in General Education for Non-Engineering Undergraduate Students ” , 2021 , Educational Technology & Society , vol.24 , p.224-237. (SSCI期刊)
  12. Po-Kang Shih;Chun-Hung Lin;Leon Yufeng Wu;Chih-Chang Yu , “Learning Ethics in AI - Teaching Non-Engineering Undergraduates through Situated Learning” , 2021 , Sustainability , vol.13 , p.3718-3734. (SSCI期刊)(SCI期刊)
  13. Hsu-YungCheng; Chih-ChangYu , “Low-resource automatic cartoon image creation from limited samples” , 2020 , Journal of Visual Communication and Image Representation , vol.71 , p.102863-102863. (SCI期刊)
  14. Hsu-Yung Cheng;Chih-Chang Yu;Kuo-Chang Hsu;Chi-Chang Chan;Mei-Hui Tseng;Chih-Lung Lin , “Estimating Solar Irradiance on Tilted Surface with Arbitrary Orientations and Tilt Angles” , 2019 , Energies , vol.12 , p.1427-1441. (SCI期刊)
  15. Cheng, Hsu-Yung;Yu, Chih-Chang;Lin, Chih-Lung;Shih, Huang-Chia;Kuo, Chih-Wei , “Ego-Lane Position Identification with Event Warning Applications” , 2019 , IEEE Access , vol.7 , p.14378-14386. (SCI期刊)
  16. Y.N. Chen, C.H. Chuang, H.M. Lee, C.C. Yu, K.C. Fan , “Fall detection in dusky environment ” , 2016 , EURASIP Journal on Image and Video Processing , vol.16 , p.1-1. (SCI期刊)
  17. Hsu-Yung Cheng; Chih-Chang Yu , “Multi-Model Solar Irradiance Prediction Based on Automatic Cloud Classification” , 2015 , Energy , vol.91 , p.579-587. (SCI期刊)
  18. Chih-Chang Yu; Hsu-Yung Cheng; Yi-Fan Jian , “Rain-drop Tampered Scene Detection and Traffic Flow Estimation for Nighttime Traffic Surveillance” , 2015 , IEEE Trans. on Intelligent Transportation Systems , vol.16 , p.1518-1527. (SCI期刊)
  19. Hsu-Yung Cheng;Chih-Chang Yu , “Block Based Cloud Classification with Statistical Features and Distribution of Local Texture Features” , 2015 , Atmospheric Measurement Techniques , vol.8 , p.1173-1182. (SCI期刊)
  20. C. C. Yu, H. Y. Cheng, K. C. Fan , “A Gait Classification System using Optical Flow Features” , 2014 , Journal of Information Science and Engineering , vol.30 , p.179-193. (SCI期刊)
  21. C.C. Yu, H. Y. Cheng, C. C. Lee , “Mixture models with skin and shadow probabilities for fingertip input applications” , 2013 , Journal of Visual Communication and Image Representation , vol.24 , p.819-828. (SCI期刊)
  22. C.C. Yu, H. Y. Cheng, C. L. Lin, C. C. Lee, W. T. Hong; Thomas C. Chuang , “Video-based Chinese Input System via Fingertip Tracking ” , 2012 , International Journal of Advanced Robotic Systems , vol.32 , p.20-31. (SCI期刊)
研討會論文
  1. Chen ,Y.-C.; Yu, C.-C.; Wu, L.-Y. , “An Investigation into the Impact of COVID-19 on Student Learning Performance: A Comparative Study of Pre and Post-Pandemic Cohorts, 2015-2023” , 2024 , the 7th Eurasian Conference on Educational Innovation 2024 , 2024 /1 /26 ~ 2024 /1 /28 , Thailand .
  2. Chih-Chang Yu; Zi-Hang Huang;Hsu-Yung Cheng , “In-Air Handwriting for Chinese Character Recognition from Monocular Camera: A Deep Learning Based Approach with Fingertip Detection and Virtual Strokes Elimination” , 2023 , Asia Pacific Signal and Information Processing Association Annual Summit and Conference , 2023 /10 /31 ~ 2023 /11 /3 , 中華民國 台灣 .
  3. Chih-Chang Yu; Tzu-Ying Chen; Hsu-Yung Cheng , “Incremented Scene Classification on Satellite Imagery Using Feature Map Distillation and Classifier Discrepency” , 2023 , International Geoscience and Remote Sensing Symposium , 2023 /7 /16 ~ 2023 /7 /21 , United States .
  4. Chih-Chang Yu; Yang-Shun Lin; Leon Yufeng Wu , “Piloting a Computerized Assistant Programming Learning System with Blended Cognitive Apprenticeship” , 2023 , the 6th IEEE Eurasian Conference on Educational Innovation , 2023 /2 /3 ~ 2023 /2 /5 , Republic of Singapore .
  5. Yu, C.-C; Wang P.-H; Cheng H.-Y , “Anomaly Detection in Aerial Images via Semi-supervised Adversarial Network” , 2022 , IEEE International Geoscience and Remote Sensing Symposium , 2022 /7 /18 ~ 2022 /7 /20 , Malaysia .
  6. Yu, C.-C; Chang C.-C; Cheng H.-Y , “Decide the Next Pitch: A Pitch Prediction Model Using Attention-based LSTM” , 2022 , the third ICME Workshop on Artificial Intelligence in Sports , 2022 /7 /18 ~ 2022 /7 /22 , 中華民國 台灣 .
  7. Po-Kang Shih;Chih-Chang Yu;Leon Yufeng Wu;Chun-Hung Lin , “A General Education Curriculum For Cultivating Non-engineering Students' AI Literacy By Integrating Natural Science Knowledges” , 2022 , 5th IEEE Eurasian Conference on Educational Innovation 2022 , 2022 /2 /10 ~ 2022 /2 /12 , 中華民國 台灣 .
  8. 余執彰;彭義翔 , “應用遞歸神經網路於線上學習課程的早期預警系統” , 2021 , 2021數位學習國際研討會暨開放教育論壇(ELOE) , 2021 /12 /20 ~ 2021 /12 /21 , 中華民國 台灣 .
  9. Chih Chang Yu; Leon YuFeng Wu , “Early Identification of At-Risk Students in Online STEM course using Recurrent Neural Networks” , 2021 , The 4th International Annual Meeting on STEM Education , 2021 /8 /12 ~ 2021 /8 /14 , 中華民國 台灣 .
  10. Chih-Chang Yu; Po-Kang Shih; Chun-Hung Lin; Leon Yufeng Wu , “STEM Education with AI Learning for Undergraduate Non-Engineering Liberal Education Students” , 2021 , 4th Eurasian Conference on Educational Innovation 2021 , 2021 /2 /5 ~ 2021 /2 /7 , 中華民國 台灣 .
  11. 陳智安;余執彰 , “利用微調卷積神經網路分類畫作的藝術風格 且探討卷積神經網路的架構” , 2020 , TANET 2020 , 2020 /10 /28 ~ 2020 /10 /30 , 中華民國 台灣 .
  12. 黃憶捷;余執彰 , “以視覺為基礎的指針式手錶自動化時間判定方法” , 2020 , TANET 2020 , 2020 /10 /28 ~ 2020 /10 /30 , 中華民國 台灣 .
  13. Yu Chih-Chang; Chen Hsiao-Weil Chen Tzu-Ying; Chen Po-Hao Chen; Hsu-Yung Cheng , “An Application of Text Detection and Recognition for Electronic Design Automation” , 2020 , IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN , 2020 /9 /28 ~ 2020 /9 /30 , 中華民國 台灣 .
  14. Hsu-Yung Cheng, Chih-Chang Yu, Hsiang-Yuan Liu and Sih-Ying Chen , “Automatic Detection of Incorrect Location Images Uploaded by Users” , 2019 , IEEE 21st International Workshop on Multimedia Signal Processing , 2019 /9 /27 ~ 2019 /9 /29 , Malaysia .
  15. Hsu-Yung Cheng;Chih-Chang Yu , “Learning to Create Cartoon Images from a Very Small Dataset” , 2019 , International Conference on Image Processing , 2019 /9 /23 ~ 2019 /9 /25 , 中華民國 台灣 .
學術及競賽獎項
  1. “CVGIP 佳作論文獎” , 2023 .
  2. “教育部人工智慧「無人機飛行載具之智慧計數競賽」佳作” , 2023 .
  3. “教育部「智慧創新暨跨域整合創作競賽」體感互動科技組佳作” , 2022 .