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
Tsai, M.-J. (PI)
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
Tsai, M.-J. (PI)
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
Tsai, M.-J. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
-
The Digital Recognition Technology by Integrating Machine Learning
Tsai, M.-J. (PI)
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
Tsai, M.-J. (PI)
1/08/18 → 31/07/19
Project: Government Ministry › Other Government Ministry Institute
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Medical images under tampering
Tsai, M. J. & Lin, P. Y., Jul 2024, In: Multimedia Tools and Applications. 83, 24, p. 65407-65439 33 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Adversarial Attacks on Medical Image Classification
Tsai, M. J., Lin, P. Y. & Lee, M. E., Sep 2023, In: Cancers. 15, 17, 4228.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Auto ROI & mask R-CNN model for QR code beautification (ARM-QR)
Tsai, M. J., Wu, H. Y. & Lin, D. T., Jun 2023, In: Multimedia Systems. 29, 3, p. 1245-1276 32 p.Research output: Contribution to journal › Article › peer-review
3 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 Access1 Scopus citations -
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
7 Scopus citations