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)
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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
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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
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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.
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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
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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
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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
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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.
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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
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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
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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
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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
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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
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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