Prof. Jiachen Yang

Tianjin University, China

Professor

Emai: yangjiachen@tju.edu.cn

Qualifications

2009 Ph.D., Tianjin University, Tianjin, China

2005 M.Sc., Tianjin University, Tianjin, China

2002 B.Sc., Tianjin University, Tianjin, China

Publications (Selected)

1. Jiachen Yang, Jiabao Wen, Yanhui Wang, Bin Jiang, Huihui Wang,Houbing Song. Fog-based Marine Environmental Information Monitoring Towards Ocean of Things, IEEE internet of things journal, Early Access, 2020
2. Jiabao Wen, Jiachen Yang, Bin Jiang, Houbing Song, Huihui Wang, Big Data Driven Marine Environment Information Forecasting, A Time Series Prediction Network, IEEE Transactions on Fuzzy Systems, Early Access, 2020
3. J. Yang, J. Wen, B. Jiang and H. Wang, "Blockchain-Based Sharing and Tamper-Proof Framework of Big Data Networking," in IEEE Network, vol. 34, no. 4, pp. 62-67, July/August 2020, doi: 10.1109/MNET.011.1900374.
4. Jiachen Yang, Jiabao Man*, Qinggang Meng, Baihua Li, Precise Measurement of Position and Attitude Based on Convolutional Neural Network and Visual Correspondence Relationship, IEEE Transactions on Neural Network and Learning System, Early Access, 2019
5. Bin Jiang, Jiachen Yang*, Qinggang Meng, Baihua Li, Wen Lu. A Deep Evaluator for Image Retargeting Quality by Geometrical and Contextual Interaction. IEEE Transactions on Cybernetics, Early Access, 2018
6. Jiachen Yang, Kyohoon Sim, Xinbo Gao, Wen Lu*, Qinggang Meng, Baihua Li. A Blind Stereoscopic Image Quality Evaluator with Segmented Stacked Autoencoders Considering the Whole Visual Perception Route. IEEE Transactions on Image Processing, vol.28, no.3, pp. 1314-1328, 2019
7. Jiachen Yang, Kyohoon Sim, Wen Lu*, Bin Jiang, Predicting stereoscopic image quality via stacked auto-encoders based on stereopsis formation, IEEE Transactions on Multimedia, vol.21, no.7, pp. 1750-1761, 2019.
8. Jiachen Yang, Yang Zhao, Bin Jiang*, Houbing Song, Qinggang Meng, Wen Lu, No-reference Quality Evaluation of Stereoscopic Videos with Inter-frame Cross on a Content-rich Database. IEEE Transactions on Circuits and Systems for Video Technology, Early Access, 2020
9. Jiachen Yang, Yang Zhao*, Bin Jiang, Wen Lu, Xinbo Gao, No-reference Quality Evaluation of Stereoscopic Videos based on Spatio-Temporal Texture, IEEE Transactions on Multimedia, Early Access, 2020
10. Bin Jiang, Jiachen Yang*, Guiguang Ding, Huihui Wang. Cyber-Physical Security Design in Multimedia Data Cache Resource Allocation for Industrial Networks, IEEE Transactions on Industrial Informatics, Early Access, 2019
11. Bin Jiang, Jiachen Yang*, Zhihan Lv, Houbing Song. Wearable Vision Assistance System Based on Binocular Sensors for Visually Impaired Users. IEEE Internet of Things Journal, vol.6,no.2, pp. 1375 – 1383, 2019
12. Bin Jiang, Jiachen Yang*, Huifang Xu, Houbing Song, Gan Zheng. Multimedia Data Throughput Maximization in Internet-of-Things System Based on Optimization of Cache-Enabled UAV. IEEE Internet of Things Journal, vol.6, no.2, pp. 3525 - 3532, 2019
13. Jiachen Yang, Bin Jiang*, Baihua Li, Kun Tian, Zhihan Lv. A Fast Image Retrieval Method Designed for Network Big Data, IEEE Transactions on Industrial Informatics, vol.13, no.5, pp. 2350-2359, 2017