梁惟㨗 助理教授

Assistant Professor Wei-Jie Liang

wjliang@ctbc.edu.tw

 學歷背景 / EDUCATIONAL BACKGROUND

國立成功大學 應用數學所博士

專長 / SPECIALITY

壓縮感測、最佳化理論、數學建模、機器學習

經歷 / WORKING EXPERIENCES

  • 國立成功大學教務處教學發展中心博士後研究員(2019/01-2019/08)
  • 國立成功大學教務處推廣教育中心博士後研究員(2018/04-2018/12)

期刊論文 / JOURNAL PAPERS

  • Wei-Jie Liang, Tsung-Hsun Chien, Chun-Shien Lu, ”Theoretical stopping criteria guided Greedy Algorithm for Compressive Cooperative Spectrum Sensing,” Computer Communications, volume 111, pages 165-175, August 2017. [SCIE]
  • Wei-Jie Liang, Gang-Xuan Lin, Chun-Shien Lu, ”Tree Structure Sparsity Pattern Guided Convex Optimization for Compressive Sensing of Large-Scale Images,” IEEE Transactions on Image Processing, volume 26, number 2, pages 847-859, February 2017. [SCI]

研討會論文 / SEMINAR PAPERS

  1. Bing-Ze Lu, Dean Chou, Kevin Hsieh, Wei-Jie Liang, and Yu-Chen Shu, ”Pixel Region Dissimilarity Based Level Set Method for Image Segmentation,” 6th International Conference on Computational and Mathematical Biomedical Engineering CMBE2019, June 2019.
  2. Chun-Yin Yeh, Nai-Ying Ko, Yu-Chen Shu, Wei-Jie Liang, Kun-Ta Chuang and Wen-Chien Ko, ”Using Google Maps to Track Individual Activity Paths in Prevention of Dengue Transmission in Taiwan,” 29th International Nursing Research Congress, July 2018.
  3. Sung-Hsien Hsieh, Wei-Jie Liang, Chun-Shien Lu, and Soo-Chang Pei, ”Distributed Compressive Sensing: Performance Analysis with Diverse Signal Ensembles,” European Signal Processing Conference (EUSIPCO), pages 1324-1328, August 2017.
  4. Shih-Wei Hu, Gang-Xuan Lin, Sung-Hsien Hsieh, Wei-Jie Liang, and Chun-Shien Lu, ”Phase Transition of Joint-Sparse Recovery from Multiple Measurements with Prior Information via Convex Optimization,” Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), pages 4368-4372, April 2016.
  5. Wei-Jie Liang, Gang-Xuan Lin, and Chun-Shien Lu, ”Compressive Large-Scale Image Sensing,” IEEE GlobalSIP, pages 378-382, December 2015.
  6. Tsung-Hsun Chien, Wei-Jie Liang, and Chun-Shien Lu, ”A Practical Subspace Multiple Measurement Vectors Algorithm for Cooperative Spectrum Sensing,” IEEE GLOBECOM, pages 787-792, December 2014.
  7. Chun-Shien Lu and Wei-Jie Liang, ”Fast Compressive Sensing of High-Dimensional Signals with Tree-Structure Sparsity Pattern,” Proc. 2nd IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), pages 738-742, July 2014.

研究計畫

  1. 高維資料叢聚應用三維核磁造影影像重建(協同研究人員), 2019/08 – 2020/07
  2. 大尺度影像之高效能重建及分散式壓縮感知效率分析(協同研究人員), 2018/08 – 2019/07
  3. 防疫物聯網之前瞻應用與服務開發(協同研究人員) 2017/09 – 2020/08