Research output per year
Research output per year
Personal profile
Education
國立交通大學 電子研究所 博士
Research Interests
深度學習模型量化/壓縮/應用、數位訊號處理、軟硬體整合設計
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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IVS-Caffe--Hardware-Oriented Neural Network Model Development
Tsai, C. C. & Guo, J. I., 2021, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Contribution to journal › Article › peer-review
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Summary of the 2021 embedded deep learning object detection model compression competition for traffic in asian countries
Ni, Y. S., Tsai, C. C., Guo, J. I., Hwang, J. N., Wu, B. X., Hu, P. C., Kuo, T. T., Chen, P. Y. & Kuo, H. K., 2021 Aug 24, ICMR 2021 - Proceedings of the 2021 International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 244-249 6 p. (ICMR 2021 - Proceedings of the 2021 International Conference on Multimedia Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Citations (Scopus) -
Hybrid Fixed-Point/Binary Deep Neural Network Design Methodology for Low-Power Object Detection
Guo, J. I., Tsai, C. C., Zeng, J. L., Peng, S. W. & Chang, E. C., 2020 Sep, In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 10, 3, p. 388-400 13 p., 9165759.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
The 2020 Embedded Deep Learning Object Detection Model Compression Competition for Traffic in Asian Countries
Tsai, C. C., Yang, Y. H., Lin, H. W., Wu, B. X., Chang, E. C., Yu Liu, H., Lai, J. S., Chen, P. Y., Lin, J. J., Chang, J. S., Wang, L. J., Kuo, T. T., Hwang, J. N. & Guo, J. I., 2020 Jul, 2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020. Institute of Electrical and Electronics Engineers Inc., 9106010. (2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
7 Citations (Scopus) -
Dark channel prior based video dehazing algorithm with sky preservation and its embedded system realization for ADAS applications
Tsai, C. C., Lin, C. Y. & Guo, J. I., 2019 Apr 29, In: Optics Express. 27, 9, p. 11877-11901 25 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus)