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研
人 Assistant Research Fellow
員 林仁俊 Jen-Chun Lin
Faculty Ph.D., Computer Science and Information Engineering,
National Cheng Kung University, Taiwan
T +886-2-2788- 3799 ext.1804 E jenchunlin@iis.sinica.edu.tw
F +886-2-2782-4814 W wjenwcwh.uiins.lsiinn/iicnad.eedxu_z.thw.h/ptmagl es/
・ Sadaoki Furui Prize Paper Award, APSIPA (2018)
・ Postdoctoral Academic Publication Award, MOST (2017)
・ Most Interesting Paper Award, ASMMC (2015)
・ Gold Thesis Award, Merry Electronics (2014)
・ Excellent PhD Dissertation Award, IPPR (2014)
・ Excellent PhD Dissertation Award, TAAI (2014)
・ Assistant Professor, Department of Electrical Engineering, Yuan Ze University (2018-
2020)
・ Postdoc, Institute of Information Science, Academia Sinica (2014-2018)
Research Description
My research focuses on multimedia content understanding, machine learning, and a ective computing. I am passionate about building
systems that can engage users with multimedia. In view of that the aforementioned issue relies heavily on the association between visual
and auditory, my research e orts also take this perspective into account in designing machine learning techniques, ranging from low-level
to high-level, to more appropriately bridge the relationship between video and audio. Although my current research focuses on video and
audio I am also interested in other modalities such as text. Creating a system capable of engaging users with multiple signals is my research
mission.
Publications
1. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, C.-C. Jay Kuo, 6. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "EMV-
and Hong-Yuan Mark Liao, "Tell Me Where It is Still Blurry: matchmaker: Emotional Temporal Course Modeling and
Adversarial Blurred Region Mining and Refining," ACM Matching for Automatic Music Video Generation," ACM
Multimedia, Nice, France, October 2019. Multimedia, Brisbane, Australia, October 2015.
2. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, 7. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Survey on
Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao, Audiovisual Emotion Recognition: Databases, Features, and
"Coherent Deep-Net Fusion to Classify Shots in Concert Videos," Data Fusion Strategies," APSIPA Transactions on Signal and
IEEE Transactions on Multimedia, vol. 20, no. 11, pp. 3123-3136, Information Processing, vol. 3, no.12, pp. 1-18, 2014.
2018.
8. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin, and Han
3. Jen-Chun Lin, Wen-Li Wei, James Yang, Hsin-Min Wang, and Li, "Exploiting Psychological Factors for Interaction Style
Hong-Yuan Mark Liao, "Automatic Music Video Generation Recognition in Spoken Conversation," IEEE Transactions on
Based on Simultaneous Soundtrack Recommendation and Video Audio, Speech and Language Processing, vol. 22, no. 3, pp. 659-
Editing," ACM Multimedia, Mountain View, CA, USA, October 671, 2014.
2017.
9. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Two-
4. Wen-Li Wei, Jen-Chun Lin, and Chung-Hsien Wu, "Interaction Level Hierarchical Alignment for Semi-Coupled HMM-Based
Style Recognition Based on Multi-layer Multi-view Profile Audiovisual Emotion Recognition with Temporal Course," IEEE
Representation," IEEE Transactions on Affective Computing, vol. Transactions on Multimedia, vol. 15, no. 8, pp. 1880-1895, 2013.
8, no. 3, pp. 355-368, 2017.
10. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "Error
5. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "Automatic Weighted Semi-Coupled Hidden Markov Model for Audio-Visual
Music Video Generation Based on Emotion-Oriented Pseudo Emotion Recognition," IEEE Transactions on Multimedia, vol.
Song Prediction and Matching," ACM Multimedia, Amsterdam, 14, no. 1, pp. 142-156, 2012.
The Netherlands, October 2016.
162
人 Assistant Research Fellow
員 林仁俊 Jen-Chun Lin
Faculty Ph.D., Computer Science and Information Engineering,
National Cheng Kung University, Taiwan
T +886-2-2788- 3799 ext.1804 E jenchunlin@iis.sinica.edu.tw
F +886-2-2782-4814 W wjenwcwh.uiins.lsiinn/iicnad.eedxu_z.thw.h/ptmagl es/
・ Sadaoki Furui Prize Paper Award, APSIPA (2018)
・ Postdoctoral Academic Publication Award, MOST (2017)
・ Most Interesting Paper Award, ASMMC (2015)
・ Gold Thesis Award, Merry Electronics (2014)
・ Excellent PhD Dissertation Award, IPPR (2014)
・ Excellent PhD Dissertation Award, TAAI (2014)
・ Assistant Professor, Department of Electrical Engineering, Yuan Ze University (2018-
2020)
・ Postdoc, Institute of Information Science, Academia Sinica (2014-2018)
Research Description
My research focuses on multimedia content understanding, machine learning, and a ective computing. I am passionate about building
systems that can engage users with multimedia. In view of that the aforementioned issue relies heavily on the association between visual
and auditory, my research e orts also take this perspective into account in designing machine learning techniques, ranging from low-level
to high-level, to more appropriately bridge the relationship between video and audio. Although my current research focuses on video and
audio I am also interested in other modalities such as text. Creating a system capable of engaging users with multiple signals is my research
mission.
Publications
1. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, C.-C. Jay Kuo, 6. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "EMV-
and Hong-Yuan Mark Liao, "Tell Me Where It is Still Blurry: matchmaker: Emotional Temporal Course Modeling and
Adversarial Blurred Region Mining and Refining," ACM Matching for Automatic Music Video Generation," ACM
Multimedia, Nice, France, October 2019. Multimedia, Brisbane, Australia, October 2015.
2. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, 7. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Survey on
Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao, Audiovisual Emotion Recognition: Databases, Features, and
"Coherent Deep-Net Fusion to Classify Shots in Concert Videos," Data Fusion Strategies," APSIPA Transactions on Signal and
IEEE Transactions on Multimedia, vol. 20, no. 11, pp. 3123-3136, Information Processing, vol. 3, no.12, pp. 1-18, 2014.
2018.
8. Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin, and Han
3. Jen-Chun Lin, Wen-Li Wei, James Yang, Hsin-Min Wang, and Li, "Exploiting Psychological Factors for Interaction Style
Hong-Yuan Mark Liao, "Automatic Music Video Generation Recognition in Spoken Conversation," IEEE Transactions on
Based on Simultaneous Soundtrack Recommendation and Video Audio, Speech and Language Processing, vol. 22, no. 3, pp. 659-
Editing," ACM Multimedia, Mountain View, CA, USA, October 671, 2014.
2017.
9. Chung-Hsien Wu, Jen-Chun Lin, and Wen-Li Wei, "Two-
4. Wen-Li Wei, Jen-Chun Lin, and Chung-Hsien Wu, "Interaction Level Hierarchical Alignment for Semi-Coupled HMM-Based
Style Recognition Based on Multi-layer Multi-view Profile Audiovisual Emotion Recognition with Temporal Course," IEEE
Representation," IEEE Transactions on Affective Computing, vol. Transactions on Multimedia, vol. 15, no. 8, pp. 1880-1895, 2013.
8, no. 3, pp. 355-368, 2017.
10. Jen-Chun Lin, Chung-Hsien Wu, and Wen-Li Wei, "Error
5. Jen-Chun Lin, Wen-Li Wei, and Hsin-Min Wang, "Automatic Weighted Semi-Coupled Hidden Markov Model for Audio-Visual
Music Video Generation Based on Emotion-Oriented Pseudo Emotion Recognition," IEEE Transactions on Multimedia, vol.
Song Prediction and Matching," ACM Multimedia, Amsterdam, 14, no. 1, pp. 142-156, 2012.
The Netherlands, October 2016.
162
