Publications

⚫ Jiachen Yang, Yang Zhao, Jiacheng Liu, Bin Jiang, Wen Lu, Xinbo Gao. No Reference Quality Assessment for Screen Content Images Using Stacked Auto- encoders in Pictorial and Textual Regions. IEEE Transactions on Cybernetics. 2021, Early Access. (JCR: Q1, IF: 11.448).

⚫ Jiachen Yang, Meng Xi, Bin Jiang, Houbin Song. Robust 6-DoF Estimation for IoT Based on Multi-branch Network. IEEE Transactions on Industrial Informatics. 2021, Early Access. (JCR: Q1, IF: 10.215).

⚫ Jiachen Yang, Zhilin Bian, Bin Jiang, Wen Lu, Xinbo Gao, Houbing Song. No- reference Quality Assessment for Screen Content Images Using Visual Edge Model and AdaBoosting Neural Network. IEEE Transactions on Image Processing. 2021, 30: 6801-6814. (JCR: Q1, IF: 10.856).

⚫ Jiachen Yang, Men Xi, Bin Jiang, Jiabao Man, Qinggang Meng. FADN: Fully Connected Attitude Detection Network Based on Industrial Video. IEEE Transactions on Industrial Informatics. 2021, 17(3): 2011-2020. (JCR: Q1, IF: 10.215).

⚫ Jiachen Yang, Chenguang Wang, Houbing Song, Qinggang Meng, Bin Jiang. Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects. IEEE Transactions on Industrial Informatics. 2021, 17(3): 2204-2219. (JCR: Q1, IF: 10.215).

⚫ 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. 2021, 29(1): 4-18. (JCR: Q1, IF: 12.029).

⚫ Jiachen Yang, Aiyun Li, Shuai Xiao, Wen Lu, Xinbo Gao. MTD-Net: Learning to Detect Deepfakes Images by Multi-scale Texture Difference. IEEE Transactions on Information Forensics and Security. 2021, 16: 4234-4245. (JCR: Q1, IF: 7.178).

⚫ Kyohoon Sim, Jiachen Yang*, Wen Lu, Xinbo Gao. MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment. IEEE Transactions on Multimedia. 2021, Early Access. (JCR: Q1, IF: 6.513).

⚫ Kyohoon Sim, Jiachen Yang*, Wen Lu, Xinbo Gao. Blind Stereoscopic Image Quality Evaluator based on Binocular Semantic and Quality Channels. IEEE Transactions on Multimedia. 2021, Early Access. (JCR: Q1, IF: 6.513).

⚫ Jiachen Yang; Tianying Wang; Jiabao Wen. Path Planning for Autonomous Underwater Vehicle Under the Influence of Ocean Currents Based on a Fusion Heuristic Algorithm. IEEE Transactions on Vehicular Technology. 2021, Early Access. (JCR: Q1, IF: 5.978).

⚫ Jiachen Yang, Tianlin Liu, Bin Jiang, Wen Lu. Panoramic Video Quality Assessment Based on Non-local Spherical CNN. IEEE Transactions on Multimedia. 2021, 23: 797-809. (JCR: Q1, IF: 6.513).

⚫ Jiachen Yang, Jipeng Zhang, Huihui Wang. Urban Traffic Control in Software Defined Internet of Things via a Multi-agent Deep Reinforcement Learning Approach. IEEE Transactions on Intelligent Transportation Systems. 2021, 22(6): 3742-3754. (JCR: Q1, IF: 6.492).

⚫ Jiachen Yang, Shuai Xiao, Aiyun Li, Guipeng Lan. Learning to Detect Fake Images by Identifying Potential Texture Difference. Future Generation Computer Systems. 2021, 125: 127-135. (JCR: Q1, IF: 7.187).

⚫ Yang Li, Jiachen Yang*. Meta-Learning Baselines and Database for Few-shot Classification in Agriculture. Computers and Electronics in Agriculture. 2021, 182. (JCR: Q1, IF: 5.565).

⚫ Jiachen Yang, Jiabao Man, Qinggang Meng, Hehan Liu, Meng Xi. Precise Measurement of Position and Attitude Based on Convolutional Neural Network and Visual Correspondence Relationship. IEEE Transactions on Neural Networks and Learning Systems. 2020, 61(6): 2030-2041. (JCR: Q1, IF: 10.451).

⚫ Jiachen Yang, Shuai Xiao, Bin Jiang, Suleman Khan, Saif ul Islam, Houbing Song. Cache-Enabled Unmanned Aerial Vehicles for Cooperative Cognitive Radio Networks. IEEE Wireless Communications. 2020, 27(2): 155-161. (JCR: Q1, IF: 11.979).

⚫ 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. 2020, 7(5): 4238-4247. (JCR: Q1, IF: 9.471).

⚫ Jiachen Yang, Jiabao Wen, Bin Jiang. Blockchain-based Sharing and Tamper- proof Framework of Big Data Networking. IEEE Network. 2020, 34(4): 62-67. (JCR: Q1, IF: 10.693).

⚫ Jiachen Yang, Chaofan Ma, Bin Jiang, Guiguang Ding, Gan Zheng, Huihui Wang. Joint Optimization in Cached-Enabled Heterogeneous Network for Efficient Industrial IoT. IEEE Journal on Selected Areas in Communications. 2020, 38(5): 831-844. (JCR: Q1, IF: 9.144).

⚫ Jiachen Yang, Yurong Han, Yafang Wang, Bin Jiang, Zhihan Lv, Houbing Song. Optimization of real-time traffic network assignment based on IoT data using DBN and clustering model in smart city. Future Generation Computer Systems. 2020, 108: 976-986. (JCR: Q1, IF: 7.187).

⚫ Jiachen Yang, Bin Jiang, Zhihan Lv, Kim-Kwang Raymond Choo. A task scheduling algorithm considering game theory designed for energy management in cloud computing. Future Generation Computer Systems. 2020, 105: 985-992. (JCR: Q1, IF: 7.187).

⚫ Jiachen Yang, Yang Zhao, Bin Jiang, Houbing Song, Qinggang Meng, Wen Lu. No-reference Quality Assessment of Stereoscopic Videos with Inter-frame Cross on a Content-rich Database. IEEE Transactions on Circuits and Systems for Video Technology. 2020, 30(10): 3608-3623. (JCR: Q1, IF: 4.685).

⚫ Jiachen Yang, Yang Zhao, Bin Jiang, Wen Lu, Xinbo Gao. No-Reference Quality Evaluation of Stereoscopic Video Based on Spatio-Temporal Texture. IEEE Transactions on Multimedia. 2020, 22(10): 2635-2644. (JCR: Q1, IF: 6.513).

⚫ Yang Li, Jiachen Yang*. Few-shot Cotton Pest Recognition and Terminal Realization. Computers and Electronics in Agriculture. 2020, 169. (JCR: Q1, IF: 5.565).

⚫ 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. 2019, 15(12): 6472-6480. (JCR: Q1, IF: 10.215).

⚫ 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. 2019, 6(2): 3525-2532. (JCR: Q1, IF: 9.471).

⚫ 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. 2019, 28(3): 1314-1328. (JCR: Q1, IF: 10.856).

⚫ Jiachen Yang, Yang Zhao, Yinghao Zhu, Huifang Xu, Wen Lu, Qinggang Meng. Blind Assessment for Stereo Images Considering Binocular Characteristics and Deep Perception Map Based on Deep Belief Network. Information Sciences. 2019, 474: 1-17. (JCR: Q1, IF: 6.795).

⚫ Jiachen Yang, Kyohoon Sim, Wen Lu, and Bin Jiang. Predicting Stereoscopic Image Quality via Stacked Auto-encoders based on Stereopsis Formation. IEEE Transactions on Multimedia. 21(7): 1750-1761. (JCR: Q1, IF: 6.513).

⚫ 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. 2018, 50(1): 1-17. (JCR: Q1, IF: 11.448).

⚫ 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. 2018, 6(2): 1375-1383. (JCR: Q1, IF: 9.471).

⚫ Jiachen Yang, Chang Wang, Qiming Zhao, Bin Jiang, Zhihan Lv, Arun Kumar Sangaiah. Marine Surveying and Mapping System Based on Cloud Computing and Internet of Things. Future Generation Computer Systems. 2018, 85: 39-50. (JCR: Q1, IF: 7.187).

⚫ Jiachen Yang, Jiang Bin, Yafang Wang, Wen Lu, Meng Qinggang. Sparse Representation Based Stereoscopic Image Quality Assessment Accounting for Perceptual Cognitive Process. Information Sciences. 2018, 430: 1-16. (JCR: Q1, IF: 6.795).

⚫ Jiachen Yang, Bin Jiang, Houbing Song. A Distributed Image-retrieval Method in Multi-camera System of Smart City Based on Cloud Computing. Future Generation Computer Systems. 2018, 81: 244-251. (JCR: Q1, IF: 7.187).

⚫ Jiachen Yang, Jiacheng Liu, Bin Jiang, Wen Lu. No Reference Quality Evaluation for Screen Content Images Considering Texture Feature Based on Sparse Representation. Signal Processing. 2018, 153: 336-347. (JCR: Q1, IF: 4.662).

⚫ Jiachen Yang, Yinghao Zhu, Chaofan Ma, Wen Lu, Qinggang Meng. Stereoscopic Video Quality Assessment Based on 3D Convolutional Neural Networks. Neurocomputing. 2018, 309: 83-93. (JCR: Q1, IF: 5.719).

⚫ 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. 2017, 13(5): 2350- 2359. (JCR: Q1, IF: 10.215).

⚫ Jiachen Yang, Huanling Wang, Zhihan Lv, Wei Wei, Houbing Song, Melike Erol- Kantarci, Burak Kantarci, Shudong He. Multimedia recommendation and transmission system based on cloud platform. Future Generation Computer Systems. 2017, 70: 94-103. (JCR: Q1, IF: 7.187).

⚫ Jiachen Yang, Huanling Wang, Wen Lu, Qinggang Meng. A No-Reference Optical Flow-Based Quality Evaluator for Stereoscopic Videos in Curvelet Domain. Information Sciences. 2017, 414: 133-146. (JCR: Q1, IF: 6.795).

⚫ Yancong Lin, Jiachen Yang*, Wen Lu, Qinggang Meng. Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase. IEEE Journal of Selected Topics in Signal Processing. 2017, 11(1): 89-101. (JCR: Q1, IF: 6.856).

⚫ Yun Liu, Jiachen Yang*, Yancong Lin, Haibin Lv. Research on medical applications of contrast sensitivity function to red-green gratings in 3D space. Neurocomputing. 2017, 220: 34-40. (JCR: Q1, IF: 5.719).

⚫ Jiachen Yang, Ru Xu, Zhiyong Ding. 3D character recognition using binuclear camera for medical assist. Neurocomputing. 2016, 220: 17-22. (JCR: Q1, IF: 5.719).

⚫ Jiachen Yang, Ru Xu, Zhiyong Ding, Zhihan Lv, Houbing Song. Analysis of Camera Arrays Applicable to the Internet of Things. Sensors. 2016, 16(3): 421. (JCR: Q1, IF: 3.576).

⚫ Jiachen Yang, Huanling Wang, Zhihan Lv, Huihui Wang. Design of Miniaturized Dual-band Microstrip Antenna for WLAN Application. Sensors. 2016, 16(7): 983- 997. (JCR: Q1, IF: 3.576).

⚫ Jiachen Yang, Yafang Wang, Qinggang Meng, Wen Lu, Zhihan Lv, Zhiqun Gao. Quality Assessment Metric of Stereo Images Considering Cyclopean Integration and Visual Saliency. Information Sciences. 2016, 373: 251-268. (JCR: Q1, IF: 6.795).