Projects per year
Personal profile
Research Interests
Image Processing, Computer Graphics, IoT Application, Machine Learning
Experience
2015/3 ~ 2015/7 Postdoctoral researcher, Department of Computer Science, National Chiao Tung University
2015/8 ~ 2018/7 Independent postdoctoral research scholar, Department of Computer Science, National Chiao Tung University
2018/8 ~ present Assistant professor, Information Technology Service Center, National Chiao Tung University
Education/Academic qualification
PhD, Computer Science and Engineering, National Yang Ming Chiao Tung University
External positions
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 4 Finished
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利用高斯橢圓組合法在影像處理與電腦斷層影像重建
Cheng, C.-C. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Compositing ellipses for image abstraction, multimedia applications, and computed tomographic reconstruction
Cheng, C.-C. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Developing a Reconstruction Algorithm, Calibration Methods, And a Web-based Visualization System For Low-dose 3DCT
Cheng, C.-C. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Using Artificial Intelligence for Reconstruction and Calibration of 3D Computed Tomography
Cheng, C.-C. (PI)
1/08/19 → 31/07/20
Project: Government Ministry › Other Government Ministry Institute
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MTU: A Melody Extraction Method Using Swin U-Net Enhanced with Mamba Blocks
Cheng, C. C. & Wu, J. X., 2025, (Accepted/In press) In: IEEE Multimedia.Research output: Contribution to journal › Article › peer-review
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Image representation and reconstruction by compositing Gaussian ellipses
Cheng, C. C., 7 Feb 2024, In: IET Image Processing. 18, 2, p. 493-506 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
MusicTalk: A Microservice Approach for Musical Instrument Recognition
Lin, Y.-B., Cheng, C.-C. & Chiu, S. C., Oct 2024, In: IEEE Open Journal of the Computer Society. 5, p. 612-623 12 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Sparse-View Tomographic Reconstruction Using Residual U-Net with Attention Gates
Cheng, C. C., 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 129261E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12926).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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System Abnormality Detection by Deep Learning and Joint Histogram Analysis
Cheng, C. C. & Lin, C. H., 2024, Proceedings of 2024 International Conference on Machine Learning and Cybernetics, ICMLC 2024. IEEE Computer Society, p. 585-590 6 p. (Proceedings - International Conference on Machine Learning and Cybernetics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
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Phi Tau Phi Scholastic Honor Society, The Phi Tau Phi Scholastic Honor Society of the Republic of China
Cheng, C.-C. (Recipient), 2014
Prize: Honorary award
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The first prize of International ICT Innovative Services Contest, Industrial Development Bureau, Ministry of Economic Affairs. CSIM
Cheng, C.-C. (Recipient), 2001
Prize: Honorary award