林仁俊

基本資料

  • 教師姓名:林仁俊
  • 職級:助理教授
  • 最高學歷:國立成功大學 資訊工程博士
  • 學生實驗室:70634多媒體機器智能實驗室

聯絡方式

相關經歷

博士後研究員: 中央研究院資訊科學研究所 2015.06 – 2018.01

研究專長

多媒體訊號處理

圖形分析與識別

機器學習

深度學習

情感運算

相關論文發表與研究計畫

1. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao: Coherent Deep-Net Fusion To Classify Shots in Concert Videos. to appear in IEEE Transactions on Multimedia.
2. Wen-Li Wei, Jen-Chun Lin, Chung-Hsien Wu: Interaction Style Recognition Based on Multi-layer Multi-view Profile Representation. IEEE Transactions on Affective Computing, 8(3): 355-368 (2017)
3. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei: Survey on Audiovisual Emotion Recognition: Databases, Features, and Data Fusion Strategies. APSIPA Transactions on Signal and Information Processing, 3(12): 1-18, (2014) [invited paper]
4. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin, Han Li: Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation. IEEE Transactions on Audio, Speech and Language Processing, 22(3): 659-671, (2014) (on the cover of the March/April IEEE Trans. Audio, Speech and Language Processing, selected by Editor-in-Chief Li Deng) [Website] http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6777757
5. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei: Two-Level Hierarchical Alignment for Semi-Coupled HMM-Based Audiovisual Emotion Recognition with Temporal Course. IEEE Transactions on Multimedia 15(8): 1880-1895 (2013)
6. Chung-Hsien Wu, Wen-Li Wei, Jen-Chun Lin, Wei-Yu Lee: Speaking Effect Removal on Emotion Recognition from Facial Expressions Based on Eigenface Conversion. IEEE Transactions on Multimedia 15(8): 1732-1744 (2013)
7. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Error Weighted Semi-Coupled Hidden Markov Model for Audio-Visual Emotion Recognition. IEEE Transactions on Multimedia 14(1): 142-156 (2012)
1. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao: Seethevoice: Learning from Music to Visual Storytelling of Shots, ICME, San Diego, USA, 2018
2. Jen-Chun Lin, Wen-Li Wei, James Yang, Hsin-Min Wang, and Hong-Yuan Mark Liao: Automatic Music Video Generation Based on Simultaneous Soundtrack Recommendation and Video Editing. ACM Multimedia (MM), 2017 (Full Research Paper with ORAL PRESENTATION, ~7.5% (50/675) acceptance rate) [Website] https://sites.google.com/site/automvgeneration/home
3. Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao: Deep-Net Fusion to Classify Shots in Concert Videos. ICASSP, NEW ORLEANS, USA, 2017 (ORAL PRESENTATION) [DEMO Website] https://sites.google.com/site/ewdeepccm2/demo
4. Jen-Chun Lin, Wen-Li Wei, Hsin-Min Wang: Automatic Music Video Generation Based on Emotion-Oriented Pseudo Song Prediction and Matching. ACM Multimedia (MM), 2016 (SHORT PAPER, acceptance rate = 30%) [DEMO Website] https://sites.google.com/site/pseudosongpredictionmatching/
5. Jen-Chun Lin, Wen-Li Wei, Hsin-Min Wang: DEMV-matchmaker: Emotional Temporal Course Representation and Deep Similarity Matching for Automatic Music Video Generation. ICASSP, Shanghai, China, 2016 [DEMO Website] https://sites.google.com/site/demvmatchmakermosresult/
6. Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, and Hsin-Min Wang: Audio-Visual Speech Enhancement using Deep Neural Networks. APSIPA, JEJU, KOREA, 2016
7. 魏文麗, 林仁俊, 劉庭祿, 田筱榮, 廖弘源: 基於尺度不變特徵轉換之演唱會音訊校準. 台灣網際網路研討會TANET, Taiwan, 2016 (Best Paper Award)
8. Jen-Chun Lin, Wen-Li Wei, Hsin-Min Wang: EMV-matchmaker: Emotional Temporal Course Modeling and Matching for Automatic Music Video Generation. ACM Multimedia (MM), Brisbane, Australia, 2015 (SHORT PAPER, acceptance rate = 35.2% (136/386)) [DEMO Website] https://sites.google.com/site/emvmatchmaker/home?pli=1
9. Chung-Hsien Wu, Jen-Chun Lin, Wei-Bin Liang, Kuan-Chun Cheng: Hierarchical Modeling of Temporal Course in Emotional Expression for Speech Emotion Recognition. The Affective Social Multimedia Computing (ASMMC) –An ACII Workshop, China, 2015 (is awarded with “Most Interesting Paper")
10. Jen-Chun Lin, Wen-Li Wei, Chung-Hsien Wu, Hsin-Min Wang: Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling-Based Error Weighted Cross-Correlation Model. APSIPA, Siem Reap, Cambodia, 2014
11. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei: Action Unit Reconstruction of Occluded Facial Expression. ICOT, China, 2014
12. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei, Kuan-Chun Cheng: Emotion Recognition from Multi-Modal Information. APSIPA, Taiwan, 2013
13. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling. Interspeech, Lyon, France, 2013
14. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Facial Action Unit Prediction under Partial Occlusion Based on Error Weighted Cross-Correlation Model. ICASSP, Vancouver, Canada, 2013
15. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin, Han Li: Interaction Style Detection Based on Fused Cross-Correlation Model in Spoken Conversation. ICASSP, Vancouver, Canada, 2013
16. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: A Probabilistic Fusion Strategy for Audiovisual Emotion Recognition of Sparse and Noisy Data. ICOT, Taiwan, 2013
17. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy for Audio-Visual Emotion Recognition. ACII (1), Memphis, USA, 2011: 185-194
18. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin: A Regression Approach to Affective Rating of Chinese Words from ANEW. ACII (2), Memphis, USA, 2011: 121-131
19. Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei, Chia-Jui Liu: Audio-Visual Emotion Recognition Using Semi-Coupled HMM and Error-Weighted Classifier Combination. APSIPA, Singapore, 2010
20. 朱家德, 林仁俊, 魏文麗, 吳宗憲: 線性融合語音與手勢辨識作為電子寵物互動遊戲之應用. 台灣網際網路研討會TANET, Taiwan, 2010
21. 林仁俊, 魏文麗, 吳宗憲, 林瑞堂, 朱家德, 許進順: 基於強健性特徵擷取之動態手勢辨識. 全國計算機會議NCS, Taiwan, 2009
22. 林仁俊, 魏文麗, 吳宗憲, 林瑞堂, 朱家德, 許進順: 以卡曼濾波器為基礎之動態手勢特徵重估測技術. 資訊技術應用及管理研討會ITAMC, Taiwan, 2009
23. 林仁俊, 魏文麗, 吳宗憲, 林瑞堂, 朱家德, 許進順: 結合運動估測及膚色偵測之動態手勢偵測技術. 數位生活科技研討會-人本智慧生活科技DLT, Taiwan, 2009
24. Chih-Shan Liu, Jen-Chun Lin, Nai-Chung Yang, Chung-Ming Kuo: Motion Vector Re-estimation for Trans-coding Using Kalman Filter. IIH-MSP, Taiwan, 2007: 592-595

相關著作專利與得獎事蹟

1. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei: Audio-Visual Emotion Recognition Using Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy. Advances in Emotion Recognition, ISBN 978-1-118-13066-7 – John Wiley & Sons., December 2014.
2. Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei: An Insight into Dynamic Aspects of Speech Emotional Expression. Newsletter, APSIPA, 2014

1. C.-H. Wu, J.-C. Lin, W.-L. Wei, C.-T. Chu, R.-T. Lin, and C.-S. Hsu, “Behavior recognition system and method by combining image and speech,” Japan patent 4971413 (2012/4/13).
2. C.-H. Wu, J.-C. Lin, W.-L. Wei, C.-T. Chu, R.-T. Lin, and C.-S. Hsu, “Behavior recognition system and method by combining image and speech,” United States patent 8487867 (2013/7/16) .
3. C.-H. Wu, J.-C. Lin, W. -L. Wei, C. -T. Chu, R. -T. Lin, and C.-S. Hsu, “結合影音之行為辨識系統、辨識方法及其電腦程式產品,” Taiwan patent, I423144, Jan 11, 2014.

1. Postdoctoral Academic Publication Award, Ministry of Science and Technology (MOST), Taiwan, 2017. (106年度博士後研究人員學術著作獎)
2. Outstanding Postdoctoral Fellow International Conference Travel Grant, provided by the Foundation for the Advancement of Outstanding Scholarship (傑出人才發展基金會 2017)—ACM Multimedia
3. 魏文麗, 林仁俊, 劉庭祿, 田筱榮, 廖弘源: 基於尺度不變特徵轉換之演唱會音訊校準. is awarded with “Best Paper" 台灣網際網路研討會TANET, Taiwan, 2016.
4. Outstanding Postdoctoral Fellow International Conference Travel Grant, provided by the Foundation for the Advancement of Outstanding Scholarship (傑出人才發展基金會 2016)—ACM Multimedia
5. Researcher travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2016)—ICASSP
6. “Hierarchical Modeling of Temporal Course in Emotional Expression for Speech Emotion Recognition" is awarded with “Most Interesting Paper" in ASMMC (2015)
7. Researcher travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2015)—ACM Multimedia
8. Gold Award, Merry Electroacoustic Thesis Award, Taichung, Taiwan (2014)—美律電聲論文獎 金質獎
9. Excellent PhD Dissertation Award, IPPR (2014)
10. Excellent PhD Dissertation Award, TAAI (2014)
11. “Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation" on the cover of the March/April IEEE Trans. Audio, Speech and Language Processing (2014), selected by Editor-in-Chief Li Deng
12. Student travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2013)—ICASSP
13. Student travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2011)—ACII
14. Student travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2010)—APSIPA