Projects per year
Personal profile
Research Interests
Digital Multimedia Content Analysis and System Applications, Electronic Commerce, Digital Forensics and Information Retrieval, Machine Learning, Digital Watermarking, Digital Rights Management, Software Service and Technical Development
Experience
Professor, Institute of Information Management, National Chiao Tung University
Associate Professor, Institute of Information Management, National Chiao Tung University
Assistant Professor, Institute of Information Management, National Chiao Tung University
Leader, System Support Team, Computer Center, National Taiwan University
Administrator, North Asia, Cisco Academy Training Center (CATC)
Senior Research Engineer, America Online Inc. (AOL), U.S.A.
Education/Academic qualification
PhD, Electrical Engineering, University of California, Los Angeles
External positions
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Collaborations and top research areas from the last five years
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Projects
- 13 Finished
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The Deep Learning Approach of Artificial Intelligence for Medical Histopathological Image Classification, Image Source Identification and Medical Information Sharing
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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The Deep Learning Approach of Artificial Intelligence for Medical Histopathological Image Classification, Image Source Identification and Medical Information Sharing
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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The Deep Learning Approach of Artificial Intelligence for Medical Histopathological Image Classification, Image Source Identification and Medical Information Sharing
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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The Digital Recognition Technology by Integrating Machine Learning
1/08/19 → 31/07/20
Project: Government Ministry › Other Government Ministry Institute
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The Digital Recognition Technology by Integrating Machine Learning
1/08/18 → 31/07/19
Project: Government Ministry › Other Government Ministry Institute
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Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)
Tsai, M. J., Wu, H. Y. & Lin, D. T., 2023, (Accepted/In press) In: Multimedia Systems.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Implementing Deep Convolutional Neural Networks for QR Code-Based Printed Source Identification
Tsai, M. J., Lee, Y. C. & Chen, T. M., Mar 2023, In: Algorithms. 16, 3, 160.Research output: Contribution to journal › Article › peer-review
Open Access -
QR code beautification by instance segmentation (IS-QR)
Tsai, M. J. & Peng, S. L., Mar 2023, In: Digital Signal Processing: A Review Journal. 133, 103887.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A Non-Bottleneck Residual Approach for QR Code
Tsai, M. J. & Chen, T. M., 2022, Proceedings - IEEE 8th International Conference on Big Data Computing Service and Applications, BigDataService 2022. Institute of Electrical and Electronics Engineers Inc., p. 132-136 5 p. (Proceedings - IEEE 8th International Conference on Big Data Computing Service and Applications, BigDataService 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Deep Learning Technology Applied to Medical Image Tissue Classification
Tsai, M. J. & Tao, Y. H., Oct 2022, In: Diagnostics. 12, 10, 2430.Research output: Contribution to journal › Article › peer-review
Open Access