梁詩婷 Sze Teng Liong

專任助理教授

  • stliong@fcu.edu.tw

馬來亞大學計算機科學與信息技術系博士

研究領域

影像處理、計算機視覺、數據分析、模式識別、人工智能

開授課程

課表 

  • 學術/專業經歷
  • 論文/著作
  • 研究 & 教學
學術/專業經歷

Education

2014–2017 Doctor of Philosophy 博士,
Faculty of Computer Science and Information Technology, University of Malaya, Malaysia.
計算機科學與信息技術系,馬來亞大學,馬來西亞


Nov–Dec 2015 Student Exchange 交換學生,
Chiba University, Japan.
千葉大學,日本


2010–2014 Bachelor of Engineering (Honours) Electronics majoring in Telecommunications
工程學士(榮譽)主修電子電信,
Multimedia University, Malaysia.
多媒體大學,馬來西亞


2009–2010 Foundation in Engineering 工程學基礎先修,
Multimedia University, Malaysia.
多媒體大學,馬來西亞

 

Employment History

Feb 2018 –Present Assistant Professor 助理教授,
Feng Chia University, Taiwan.
逢甲大學,臺灣


Sep 2017 –Jan 2018 Assistant Professor 助理教授,
Xiamen University Malaysia, Malaysia.
廈門大學馬來西亞分校,馬來西亞


Sep 2016 –Aug 2017 Lecturer 講師,
Xiamen University Malaysia, Malaysia.
廈門大學馬來西亞分校,馬來西亞


2016–2017 IT Process Consultant 資訊技術顧問,
Hilti Asia IT Services Sdn. Bhd., Malaysia.
喜利得股份有限公司,馬來西亞


2013–2016 Research Officer 研究員,
Multimedia University, Malaysia.
多媒體大學,馬來西亞


Feb–May 2013 Intern 實習生,
Accenture Analytics, Malaysia.
埃森哲咨詢公司,馬來西亞

 

Honors and Awards

2017 The Youngest PhD Graduate 2017 最年輕博士畢業生,
University Malaya, Malaysia.
馬來亞大學,馬來西亞


2010-2014 JPA (Public Service Department) scholarship 公共服務局獎學金,
Multimedia University, Malaysia.
多媒體大學,馬來西亞


2009-2014 Dean’s Award 院長嘉許名單,
Multimedia University, Malaysia.
多媒體大學,馬來西亞


2010 Sin Chew Daily Education Fund 星洲日報教育基金,
Multimedia University, Malaysia.
多媒體大學,馬來西亞

 

Invited Talk

2018.05.19 The Development of Artificial Intelligence,
Feng Chia University Alumni Association Malaysia 馬來西亞逢甲大學校友會
2018.06.30 Micro-expression Recognition With Artificial Intelligence,
Xinyang Normal University, China 信陽師範學院數學與統計學院

 

Journal Reviewer

Since 2018 Circuits, Systems, and Signal Processing
Since 2017 Signal Processing: Image Communication
Since 2017 Royal Society Open Science

 

Technical Programme Committee

2018 IEEE FG 2018 Workshop on Facial Micro-Expression Grand Challenge (MEGC): Methods
and Datasets
2018 IEEE International Conference on Image, Vision and Computing

 

 

論文/著作

Academic Publications

Journals:

  • 2018 Liong, Sze-Teng, Y.S. Gan, Wei-Chuen Yau, Yen-Chang Huang and Tan Lit Ken OFFApexNet on Micro-expression Recognition System. arXiv
  • 2018 Liong, Sze-Teng, John See, Raphael Chung-Wei Phan, and KokSheik Wong. Less is More: Micro-expression Recognition from Video using Apex Frame. Signal Processing: Image Communication, 62, 82-92
  • 2017 Liong, Sze-Teng, John See, Raphael Chung-Wei Phan, KokSheik Wong, and Su-Wei Tan. Hybrid Facial Regions Extraction for Micro-expression Recognition System. Journal of Signal Processing Systems, 1-17
  • 2016 Liong, Sze-Teng, John See, Raphael Chung-Wei Phan, Yee-Hui Oh, Anh Cat Le Ngo, Kok-Sheik Wong, and Su-Wei Tan. Spontaneous Subtle Expression Detection and Recognition based on Facial Strain. Signal Processing: Image Communication, 47, 170-182

 

Conferences:

  • 2018 Y.S. Gan and Liong, Sze-Teng. Bi-directional Vectors from Apex in CNN for Microexpression Recognition. In IEEE International Conference on Image, Vision and Computing
  • 2017 Liong, Sze-Teng and KokSheik Wong. Micro-expression Recognition using Apex Frame with Phase Information. In Asia-Pacific Signal and Information Processing Association (APSIPA) on (pp.534-537)
  • 2017 LieLin Pang, KokSheik Wong and Liong, Sze-Teng. Data Embedding In Scalable Coded Video. In Asia-Pacific Signal and Information Processing Association (APSIPA) on (pp.1190 - 1194)
  • 2016 Liong, Sze-Teng, John See, KokSheik Wong, and Raphael Chung-Wei Phan. Automatic Micro-expression Recognition from Long Video using a Single Spotted Apex. In Asian Conference on Computer Vision on (pp. 345-360)
  • 2015 Liong, Sze-Teng, John See, KokSheik Wong, Anh Cat Le Ngo, Yee-Hui Oh, and Raphael Phan. Automatic Apex Frame Spotting in Micro-expression Database. In IEEE 3rd IAPR Asian Conference on Pattern Recognition on (pp. 665-669)
  • 2015 Oh, Yee-Hui, Anh Cat Le Ngo, John See, Liong, Sze-Teng, Raphael C-W. Phan, and Huo-Chong Ling. Monogenic riesz wavelet representation for micro-expression recognition. In IEEE International Conference on Digital Signal Processing on (pp. 1237-1241)
  • 2015 Le Ngo, Anh Cat, Liong, Sze-Teng, John See, and Raphael Chung-Wei Phan. Are subtle expressions too sparse to recognize? In IEEE International Conference on Digital Signal Processing on (pp. 1246-1250)
  • 2014 Liong, Sze-Teng, John See, Raphael C-W. Phan, Anh Cat Le Ngo, Yee-Hui Oh, and KokSheikWong. Subtle expression recognition using optical strain weighted features. In Asian Conference on Computer Vision on (pp. 644-657)
  • 2014 Liong, Sze-Teng, Raphael C-W. Phan, John See, Yee-Hui Oh, and KokSheik Wong. Optical strain based recognition of subtle emotions. In IEEE Intelligent Signal Processing and Communication Systems on (pp. 180-184)
研究 & 教學

Teaching at ISTM in Fall 2018/Spring 2019

  • C Programming for Engineers (FCU-Purdue Program Year 1)
  • Advanced C Programming (FCU-Purdue Program Year 1)

 

Research Grants

2018-2019 Micro-expression Analysis and Evaluation based on Convolutional Neural Network
基於卷積神經網絡微表情識別,
Feng Chia University, Taiwan, 逢甲大學,臺灣.
Funded by: Ministry of Science and Technology 臺灣科技部
Role: Project leader 主持人


2017 Data Analysis for Users’ Learning Behavior 用戶學習行為的數據分析,
Xiamen University Malaysia, Malaysia, 廈門大學馬來西亞分校,馬來西亞.
Funded by: Visual Math Interactive Sdn. Bhd.
Role: Data Analyst 數據分析師


2016-2019 Improving Performance of Automatic Micro-expression Recognition System 自動
微表情識別系統性能改進,
University of Malaya, Malaysia, 馬來亞大學,馬來西亞.
Funded by: University of Malaya, Malaysia 馬來亞大學,馬來西亞
Role: Grant recipient


2013-2016 Awareness Of Adversely Subtle Situations (2BeAware),
Multimedia University, Malaysia, 多媒體大學,馬來西亞.
Funded by: Telekom Malaysia 馬來西亞電訊公司
Role: Research officer 研究員

 

Research Interests

  • Image processing 影像處理
  • Computer vision 計算機視覺
  • Data analytics 數據分析
  • Pattern recognition 模式識別
  • Artificial intelligence 人工智能

 

Teaching Record

2016-present Undergradute.
1) Programming Practice 程式設計實踐
2) Principles of Information Systems 資訊系統原理
3) Computer Fundamentals 計算機基礎
4) Introduction to Computer Science and Technology 計算機科學與技術概論
5) Application on DSP Chips 數位信號處理晶片應用
6) C Programming For Engineers C結構化程式設計
7) Introduction to Computer (1) 計算機概論(一)
8) Introduction to Computer (2) 計算機概論(二)
9) The Programming Laboratory (1) 計算機概論實習(一)
10) The Programming Laboratory (2) 計算機概論實習(二)


2018-present Postgraduate.
1) Computer Vision 計算機視覺

 

Consultation Hour

107-Summer Tuesday, 1600 – 1800.
Wednesday, 1600 – 1800.

 

Office and Lab

Office Electronic/Communications Engineering Building 電子通訊館, 111.
Lab Information/ Electrical Engineering Building 資訊電機館, 517.