Home Faculty Communication and Information Group Tsung-Jung Liu Distinguished Associate Professor
Tsung-Jung LiuDistinguished Associate Professor - Communication and Information Group
Tel
886-4-22851549-803
E-Mail
Lab
Education
Ph.D. in Electrical Engineering, University of Southern California
Experiences
Associate Professor, EE & GICE, National Chung Hsing University, 08/2019 - present
Assistant Professor, EE & GICE, National Chung Hsing University, 02/2015 - 07/1019
Postdoctoral Research Fellow, IIS, Academia Sinica, 10/2014 - 01/2015
Research Assistant, SIPI, EE, University of Southern California, 01/2011 - 08/2014
Assistant Professor, EE & GICE, National Chung Hsing University, 02/2015 - 07/1019
Postdoctoral Research Fellow, IIS, Academia Sinica, 10/2014 - 01/2015
Research Assistant, SIPI, EE, University of Southern California, 01/2011 - 08/2014
Research Areas
Visual Quality Assessment
Perceptual Image/Video Processing
Pattern Recognition/Machine Learning
User Experience
Big Data
Computer Vision
Artificial Intelligence
Perceptual Image/Video Processing
Pattern Recognition/Machine Learning
User Experience
Big Data
Computer Vision
Artificial Intelligence
Academic Service
‧ Technical Program Committee (TPC) member for the 20th IEEE International Conference on Multimedia and Expo (ICME 2019)
‧ Program Committee (PC) member for the 11th International Conference on Advanced Computational Intelligence (ICACI2019)
‧ Session Chair for 2019 IEEE International Conference on Multimedia and Expo (ICME 2019)
‧ Session Chair for IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019)
‧ Session Chair for IPPR the 31th Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2018)
‧ Session Chair for 2017 IEEE International Conference on Image Processing (ICIP 2017)
‧ Reviewer for IEEE Transactions on Multimedia.
‧ Reviewer for IEEE Transactions on Neural Networks and Learning Systems.
‧ Reviewer for IEEE Transactions on Image Processing.
‧ Reviewer for IEEE Transactions on Circuits and Systems for Video Technology.
‧ Reviewer for IEEE Signal Processing Letters.
‧ Reviewer for IEEE Access
‧ Reviewer for Journal of Visual Communication and Image Representation.
‧ Reviewer for International Journal of Embedded Systems.
‧ Reviewer for Journal of Information Science and Engineering.
‧ Reviewer for Signal Processing: Image Communication
‧ Reviewer for international conferences and workshops, including
- ACM Multimedia (ACM MM 2012, 2016)
- IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP 2012, 2014, 2018)
- IEEE International Conference on Multimedia & Expo (IEEE ICME 2013, 2014, 2019)
- IEEE International Conference on Image Processing (IEEE ICIP 2013, 2014)
- IEEE China Summit & International Conference on Signal and Information Processing (IEEE ChinaSIP 2013)
- IEEE International Workshop on Multimedia Signal Processing (IEEE MMSP 2013)
- IEEE International Workshop on Quality of Multimedia Experience (IEEE QoMEX 2016)
- IEEE International Symposium on Circuits and Systems (IEEE ISCAS 2017, 2018, 2019)
- IEEE International Conference on Consumer Electronics (IEEE ICCE 2020)
- Picture Coding Symposium (PCS 2013)
- The 11th International Conference on Advanced Computational Intelligence (ICACI2019)
‧ Program Committee (PC) member for the 11th International Conference on Advanced Computational Intelligence (ICACI2019)
‧ Session Chair for 2019 IEEE International Conference on Multimedia and Expo (ICME 2019)
‧ Session Chair for IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019)
‧ Session Chair for IPPR the 31th Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2018)
‧ Session Chair for 2017 IEEE International Conference on Image Processing (ICIP 2017)
‧ Reviewer for IEEE Transactions on Multimedia.
‧ Reviewer for IEEE Transactions on Neural Networks and Learning Systems.
‧ Reviewer for IEEE Transactions on Image Processing.
‧ Reviewer for IEEE Transactions on Circuits and Systems for Video Technology.
‧ Reviewer for IEEE Signal Processing Letters.
‧ Reviewer for IEEE Access
‧ Reviewer for Journal of Visual Communication and Image Representation.
‧ Reviewer for International Journal of Embedded Systems.
‧ Reviewer for Journal of Information Science and Engineering.
‧ Reviewer for Signal Processing: Image Communication
‧ Reviewer for international conferences and workshops, including
- ACM Multimedia (ACM MM 2012, 2016)
- IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP 2012, 2014, 2018)
- IEEE International Conference on Multimedia & Expo (IEEE ICME 2013, 2014, 2019)
- IEEE International Conference on Image Processing (IEEE ICIP 2013, 2014)
- IEEE China Summit & International Conference on Signal and Information Processing (IEEE ChinaSIP 2013)
- IEEE International Workshop on Multimedia Signal Processing (IEEE MMSP 2013)
- IEEE International Workshop on Quality of Multimedia Experience (IEEE QoMEX 2016)
- IEEE International Symposium on Circuits and Systems (IEEE ISCAS 2017, 2018, 2019)
- IEEE International Conference on Consumer Electronics (IEEE ICCE 2020)
- Picture Coding Symposium (PCS 2013)
- The 11th International Conference on Advanced Computational Intelligence (ICACI2019)
Awards
Selected Publications
● Journal Paper
1.
Kuan-Hsien Liu, and Tsung-Jung Liu, “A Structure-Based Human Facial Age Estimation Framework under a Constrained Condition,” IEEE Transactions on Image Processing, vol. 10, no. 28, pp. 5187-5200, 10 2019. (SCI)
2.
Tsung-Jung Liu, Kuan-Hsien Liu, and Kuan-Hung Shen, “Learning Based No-Reference Metrics for Assessing Quality of Experience of Stereoscopic Images,” Journal of Visual Communication and Image Representation, no. 61, pp. 272-283, 05 2019. (SCI)
3.
Tsung-Jung Liu, Ching-Ti Lin, Hsin-Hua Liu, and Soo-Chang Pei, “Blind Stereoscopic Image Quality Assessment Based on Hierarchical Learning,” IEEE Access, vol. 1, no. 7, pp. 8058-8069, 01 2019. (SCI)
4.
Tsung-Jung Liu, “Visual Quality Assessment on Pattern Images: Subjective Evaluation and Visual Saliency Effects,” IEEE Access, vol. 1, no. 6, pp. 61432-61444, 12 2018. (SCI)
5.
Tsung-Jung Liu, Hsin-Hua Liu, Soo-Chang Pei, and Kuan-Hsien Liu, “A High-Definition Diversity-Scene Database for Image Quality Assessment,” IEEE Access, vol. 1, no. 6, pp. 45427-45438, 12 2018. (SCI)
6.
Tsung-Jung Liu, and Kuan-Hsien Liu, “No-Reference Image Quality Assessment by Wide- Perceptual-Domain Scorer Ensemble Method,” IEEE Transactions on Image Processing, vol. 3, no. 27, pp. 1138-1151, 03 2018. (EI、SCI)
7.
Tsung-Jung Liu, Kuan-Hsien Liu, Joe Yuchieh Lin, Weisi Lin, and C.-C. Jay Kuo, “A ParaBosst method to image quality assessment,” IEEE Transactions on Neural Networks and Learning Systems, vol. 1, no. 28, pp. 107-121, 01 2017. (EI、SCI)
8.
Kuan-Hsien Liu, Tsung-Jung Liu, and Hsin-Hua Liu, “A 3D Model Retrieval System via Statistical-Based Feature Selection,” International Journal of Scientific Progress and Research, vol. 1, no. 30, pp. 6-11, 12 2016.
9.
Tsung-Jung Liu, Kuan-Hsien Liu, and Hsin-Hua Liu, “Correlation Coefficients: Reliable Performance Indices for Visual Quality Assessment?,” International Journal of Scientific Progress and Research, vol. 1, no. 30, pp. 1-5, 12 2016.
10.
Joe Yuchieh Lin, Rui Song, Chi-Hao Wu, Tsung-Jung Liu, Haiqiang Wang, and C.-C. Jay Kuo, “MCL-V: A streaming video quality assessment database,” Journal of Visual Communication and Image Representation, no. 30, pp. 1-9, 07 2015. (SCI)
11.
Tsung-Jung Liu, Yu-Chieh Lin, Weisi Lin, and C.-C. Jay Kuo, “Visual Quality Assessment: Recent Developments, Coding Applications and Future Trends,” APSIPA Transactions on Signal and Information Processing, vol. 4, no. 2, pp. 1-20, 07 2013.
12.
Tsung-Jung Liu, Weisi Lin, and C.-C. Jay Kuo, “Image quality assessment using multi-method fusion,” IEEE Transactions on Image Processing, vol. 5, no. 22, pp. 1793-1807, 05 2013. (EI、SCI)
● Conference Paper
1.
Yu-Zhe Su, Tsung-Jung Liu, Kuan-Hsien Liu, Hsin-Hua Liu, and Soo-Chang Pei, “Image Inpainting for Random Areas Using Dense Context Features,” IEEE International Conference on Image Processing (ICIP), pp. 4679–4683, 09 2019. (EI)Taiwan,
2.
Bo-Xun Chen, Tsung-Jung Liu, Kuan-Hsien Liu, Hsin-Hua Liu, and Soo-Chang Pei, “mage Super-Resolution Using Complex Dense Block on Generative Adversarial Networks,” IEEE International Conference on Image Processing (ICIP), pp. 2866–2870, 09 2019. (EI)Taiwan,
3.
Kuan-Hsien Liu, Pak Ki Chan, Tsung-Jung Liu, and Hsiu-An Her, “Age Estimation for Low-Quality Facial Images: From Separate DCNNs to A Decision Fuser,” IEEE International Conference on Multimedia & Expo Workshops (ICMEW), pp. 168-173, 07 2019. (EI)China,
4.
Wei-Juen Suen, Hsin-Hua Liu, Soo-Chang Pei, Kuan-Hsien Liu, and Tsung-Jung Liu, “Spatial-Temporal Visual Attention Model for Video Quality Assessment,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, 05 2019. (EI)Japan,
5.
Chia-Ching Wang, Hsin-Hua Liu, Soo-Chang Pei, Kuan-Hsien Liu, and Tsung-Jung Liu, “Face Aging on Realistic Photos by Generative Adversarial Networks,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, 05 2019. (EI)Japan,
6.
Kuan-Hsien Liu, Tsung-Jung Liu, Chia-Ching Wang, Hsin-Hua Liu, and Soo-Chang Pei,, “Modern Architecture Style Transfer for Ruin or Old Buildings,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, 05 2019. (EI)Japan,
7.
Kuan-Hsien Liu, Fei Wang, and Tsung-Jung Liu, “A Clothing Recommendation Dataset for Online Shopping,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 1-2, 05 2019. Taiwan,
8.
Kuan-Hsien Liu, Chun-Te Chang, and Tsung-Jung Liu, “Age Estimation via Modern Convolutional Neural Networks,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 1-2, 05 2019. Taiwan,
9.
Kuan-Hsien Liu, Hsin-Hua Liu, Soo-Chang Pei, Tsung-Jung Liu, and Chun-Te Chang, “Age Estimation on Low Quality Face Images,” IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), pp. 295-296, 03 2019. (EI)Taiwan,
10.
Chia-Ching Wang, Hsin-Hua Liu, Soo-Chang Pei, Kuan-Hsien Liu, and Tsung-Jung Liu, “Modern Architecture Style Transfer for Ruin Buildings,” IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), pp. 293-294, 03 2019. (EI)Taiwan,
11.
Kuan-Hsien Liu, Hsin-Hua Liu, Pak Ki Chan, Tsung-Jung Liu, and Soo-Chang Pei, “Age Estimation via Fusion of Depthwise Separable Convolutional Neural Networks,” IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1-8, 12 2018. (EI)Hong Kong,
12.
Kuan-Hsien Liu, Tsung-Jung Liu, Hsin-Hua Liu, and Soo-Chang Pei, “Spatio-Temporal Interactive Laws Feature Correlation Method to Video Quality Assessment,” IEEE International Conference on Multimedia & Expo Workshop (ICMEW), pp. 1-6, 07 2018. (EI)USA,
13.
Kuan-Hsien Liu, Pak Ki Chan, and Tsung-Jung Liu, “Smart Facial Age Estimation with Stacked Deep Network Fusion,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 455-456, 05 2018. (EI)Taiwan,
14.
Ching-Ti Lin, Tsung-Jung Liu, and Kuan-Hsien Liu, “Visual Quality Prediction on Distorted Stereoscopic Images,” IEEE International Conference on Image Processing (ICIP), pp. 3480-3484, 09 2017. (EI)China,
15.
Tsung-Jung Liu, Kuan-Hsien Liu, Hsin-Hua Liu, and Soo-Chang Pei, “Age Estimation via Fusion of Multiple Binary Age Grouping Systems,” IEEE International Conference on Image Processing (ICIP), pp. 609–613, 09 2016. (EI)USA,
16.
Kuan-Hsien Liu, Tsung-Jung Liu, Hsin-Hua Liu, and Soo-Chang Pei, “Facial makeup detection via selected gradient orientation of entropy information,” IEEE International Conference on Image Processing (ICIP), pp. 4067–4071, 09 2015. (EI)Canada,
17.
Tsung-Jung Liu, Kuan-Hsien Liu, Hsin-Hua Liu, and Soo-Chang Pei, “Comparison of subjective viewing test methods for image quality assessment,” IEEE International Conference on Image Processing (ICIP), pp. 3155–3159, 09 2015. (EI)Canada,
18.
Joe Yuchieh Lin, Tsung-Jung Liu, Eddy Chi-Hao Wu, and C.-C. Jay Kuo, “A fusion-based video quality assessment (FVQA) index,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1-5, 12 2014. (EI)Cambodia,
19.
Joe Yuchieh Lin, Tsung-Jung Liu, Weisi Lin, and C.-C. Jay Kuo, “Visual-saliency-enhanced image quality assessment indices,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1-4, 10 2013. (EI)Taiwan,
20.
Tsung-Jung Liu, Weisi Lin, and C.-C. Jay Kuo, “A fusion approach to video quality assessment based on temporal decomposition,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1-5, 12 2012. (EI)USA,
21.
Lina Jin, Seongho Cho, Tsung-Jung Liu, Karen Egiazarian, and C.-C. Jay Kuo, “Performance comparison of decision fusion strategies in BMMF-based image quality assessment,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1-4, 12 2012. (EI)USA,
22.
Tsung-Jung Liu, Weisi Lin, and C.-C. Jay Kuo, “A multi-metric fusion approach to visual quality assessment,” IEEE the 3rd International Workshop on Quality of Multimedia Experience (QoMEX), pp. 72-77, 09 2011. (EI)Belgium,
23.
Tsung-Jung Liu, Weisi Lin, and C.-C. Jay Kuo, “Recent Developments and Future Trends in Visual Quality Assessment,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1-10, 01 2011. (EI)China,
24.
Tsung-Jung Liu, Kuan-Hsien Liu, and Hsin-Hua Liu, “Temporal information assisted video quality metric for multimedia,” IEEE International Conference on Multimedia & Expo (ICME), pp. 697-701, 07 2010. (EI)Singapore,
25.
Kuan-Hsien Liu, Tsung-Jung Liu, and Hsin-Hua Liu, “A SIFT descriptor based method for global disparity vector estimation in multiview video coding,” IEEE International Conference on Multimedia & Expo (ICME), pp. 1214-1218, 07 2010. (EI)Singapore,
26.
Soo-Chang Pei, Hsin-Hua Liu, Tsung-Jung Liu, and Kuan-Hsien Liu, “Color image watermarking using SVD,” IEEE International Conference on Multimedia & Expo (ICME), pp. 122-126, 07 2010. (EI)Singapore,