Intelligent Sensor Network Laboratory

The lab mainly studies the advanced technology of intelligent sense and pattern   recognition for complex environment, aiming to explore the  frontier of intelligent   sensor network and its application in earth exploration.

Our research focuses on solving the problems of target detection, recognition and   tracking in the fields of environmental monitoring, disaster early warning,   intelligent transportation, public security, etc.,  including coverage and deployment optimization strategy of visual sensor network, path planning method and crowdsensing technology of mobile sensor nodes, intelligent target detection and human behavior recognition in complex environment, and so on.

Team   Members

                                                  Prof. Yonghua   Xiong      Assoc Prof. Jun Chen    Assoc Prof. Longsheng Wei    Dr. Wei Liu

Research   Activities

From 2015 to 2019, the laboratory has 1 scientific research project under research and 9 scientific research projects concluded, including 5 national projects, 3 provincial and ministerial projects, and 2 enterprise joint projects.

[1] Optimization deployment and scheduling methods of nodes in large-scale cloud video surveillance systems for intrusion detection (61873249), NSFC, 2019-2022, Project Funds: 630,000, Project Leader: Yonghua Xiong.

[2]  Research on energy consumption optimization methods for the video surveillance system based on cloud computing (61202340), NSFC, 2013-2015, Project Funds: 230,000, Project Leader: Yonghua Xiong.

[3]  Comprehensive evaluation of flue-cured tobacco bio-quality benefits and decision support   prototype system development (201752010061037), Guizhou Institute of Tobacco Science, 2017- 2018, Project Funds: 400,000, Project Leader: Yonghua Xiong.

[4]  Simulation and performance optimization of automatic focusing evaluation function of   microscope (2018346011), Shanghai Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, 2018-2019, Project Funds: 19,500, Project Leader: Yonghua Xiong.

[5]  Research on non-rigid image matching algorithm based on dense and sparse matching flow and its application (61603354), NSFC, 2017- 2019, Project Funds: 220,000, Project   Leader: Jun Chen.

[6]  Research   and application of key technologies of multi-target matching in image (2014CFB268), Science and Technology Department of Hubei Province, 2014-2015, Project Funds: 30,000, Project Leader: Jun Chen.

[7]  Application of image matching technology in the field of artificial intelligence, Hubei   Association for Science and Technology, 2015- 2016, Project Funds: 20,000, Project Leader: Jun Chen.

[8] IEEE International Geoscience and Remote Sensing Symposium (Yokohama, Japan)   (2019345046), Hubei Provincial Science and Technology Association Chenguang   Project, 2019, Project Funds: 10,000, Project Leader: Jun Chen.

[9]  Research on the detection of abnormal events in intelligent driving scene based on biological incentive characteristics and surprise computing model (61603357),  NSFC, 2017-2019, Project Funds: 180,000, Project Leader: Longsheng Wei.

[10] Research on detection method of complex road environment target based on biological vision inspired features and occlusion model (61503349), NSFC, 2016-2018, Project Funds: 220,000, Project Leader: Wei Liu.

Major   Achievements

（1）Representative   publications

[1]  Yonghua   Xiong,  Suzhen Huang, Min Wu, Jinhua She, Keyuan Jiang. A Johnson’s-Rule-Based Genetic Algorithm for Two-Stage-Task Scheduling Problem in Data-Centers of   Cloud Computing. IEEE Transactions on Cloud Computing, 2019, 7 (3):   597-610.

[2]  Liangguang Wu, Yonghua Xiong*, Min Wu, Yong He, Jinhua She. A Task Assignment Method for Sweep Coverage Optimization Based on Crowdsensing. IEEE Internet of Things   Journal, 2019, 6(6): 10686-10699.

[3]  Yonghua Xiong, Gong Chen, Manjie Lu, Xiongbo Wan, Min Wu,   Jinhua She. A Two-phase Lifetime-enhancing Method for Hybrid   Energy-harvesting Wireless Sensor Network. IEEE Sensors Journal, 2020,  20(4):   1934-1946.

[4]  Yonghua Xiong, Jing Li, Manjie Lu. Critical Location   Spatial- Temporal Coverage Optimization in Visual Sensor Network. Sensors,   2019, 19 (4106): 1-14.

[5]  Yonghua Xiong, Shaoyun Wan, Jinhua She, Min Wu, Yong He, Keyuan Jiang. An  Energy-Optimization-Based Method of Task Scheduling for a Cloud Video   Surveillance Center. Journal of Network and Computer Applications,   2016, 59: 63-73.

[6]  Yonghua Xiong, Chengda Lu, Min Wu, Keyuan Jiang, Dianhong Wang. A Low Energy Consumption Storage Method for Cloud Video Surveillance Data Based on SLA   Classification. Mobile Information Systems, 2016, 2016 (2): 1-13.

[7]  Yonghua Xiong, Shuangqing Yu. A Novel Growth Evaluation System for Tobacco Planting Based on Image Classification. Journal of Advanced Computational Intelligence   and Intelligent Informatics, 2019, 23 (6): 1–8.

[8]   Jun Chen, Xuejiao Li, Linbo Luo, Xiaoguang Mei*, Jiayi Ma. Infrared and Visible   Image Fusion based on Target-enhanced Multiscale Transform Decomposition. Information   Sciences, 2020(508): 64-78.

[9]   Jun Chen, Quan Xu, Linbo Luo, Yongtao Wang, Shuchun Wang. A Robust Method for   Automatic Panoramic UAV Image Mosaic, Sensors, 2019,19,1898,   DOI:10.3390/s19081898.

[10]  Jun Chen, Huimin Liu, Linbo Luo, Dapeng Luo, Wenping Gong. Mismatch Removal for Remote Sensing Images Based on Non-Rigid Transformation and Local Geometrical   Constraint, IEEE Access, 2019(7): 47451-47460.

[11]   Jun Chen, Huimin Liu, Linbo Luo, Wenping Gong, Xuejiao Li. Remote Sensing Image Matching Using TPS Transformation and Local Geometrical Constraint [C]// The   IEEE Geosciences and Remote Sensing Symposium, 2019.

[12]   Jun Chen, Yong Wang, Linbo Luo, Jin-Gang Yu, Jiayi Ma. Image Retrieval based on Image-to-Class Similarity. Pattern Recognition Letters, 2016(83):   379-387.

[13]   Longsheng Wei, Min Wang, Wei Liu, Xinmei Wang, Jiale Sun, Xu Yin. Multi-Features Fusion Based on Boolean Map for Video Saliency Detection. [C]// Chinese Control   Conference, 2019: 7589-7594.

[14]   Longsheng Wei, Jian Peng, Wei Liu, Xinmei Wang, Feng Liu. Modelling Saliency Attention to Predict Eye Direction by Topological Structure and Earth Mover's Distance.   PLoS ONE, 2017, 12(7): 1-11.

[15]    Longsheng Wei, Wei Liu, Xinmei Wang, Feng Liu and Dapeng Luo. Objective Image Quality Assessment based on Saliency Map. Journal of Advanced Computational   Intelligence and Intelligent Informatics, 2016, 20(2): 205-211.

[16]   Dapeng Luo, Chen Luo, Longsheng Wei, Jiabao Han, Yong Wang, Li Ma. Real Time Visual Perception System Based on Online Fern Classifier. Acta Electronica Sinica,   2016, 44(5), 1139-1148.

[17]   Wei Liu, Longsheng Wei, Yongbo Li. Occluded Street Objects Perception Algortithm of Intelligent Vehicles Based on 3D Projection Model. Journal of Advanced   Trasportation, 2018, 1-11.

[18]   Wei Liu, Shu Chen, Longsheng Wei. Improving Street Object Detection Using Transfer Learning: From Generic Model to Specific Model. JACIII, 2018, 22(6):   869-874.

[19]   Wei Li, Yue Yang, Longsheng Wei. Weather Recognition of Street Scene Based on Sparse Deep Neural Networks. Journal of Advanced Computational Intelligence and   Intelligent Informatics, 2017, 21(3): 403-408.

[20]   Wei Liu, Shu Chen, Zhen-Tao Liu. Transfer Learning From Generic Model to Specific Model for Street Object Detection. [C]// International Workshop on   Advanced Computational Intelligence and Intelligent Informatics, 2017:   1-5.

（2）Authorized   Patents

[1]    Yonghua Xiong, Min Wu, Weihua Cao, Yong He, Jinhua She, Jing Wang. A Push-type Cloud   Video Monitoring Method Based on Content Satisfaction, 2019,   ZL201610268120.9.

[2]    Yonghua Xiong, Chengjing Wu, Xuzhi Lai. A 3D Coverage Calculation Method for   Multi-View Video Surveillance Systems, 2019, ZL201610397382.5.

[3]    Yonghua Xiong, Min Wu, Shufan Guo. A Multi-operating System Switching Method for   Intelligent Embedded Equipment, 2018, ZL201510383431.5.

[4]    Yonghua Xiong, Min Wu, Shaoyun Wan. A Task Access Method of Cloud Video Monitoring   System for Energy Consumption Optimization, 2017, ZL201510255965.X.

[5]    Yonghua Xiong, Min Wu, Jinhua She. System and Method of Low-energy Data Storage based   on SLA Classification for Cloud Video Monitoring, 2017, ZL201510012735.0.

[6]    Yonghua Xiong, Min Wu, Chao Zhang. A Method for Optimizing Resource Access   Performance under Network Computing Mode, 2018, ZL201510230670.7.

[7]    Yonghua Xiong, Min Wu, Chao Zhang. A Prediction Method for Network Distance of Nodes   in MobileNetworks, 2018, ZL201510371575.9.

[8]    Yonghua Xiong, Min Wu, Wenjie Pan. A Virtual Storage Processing Method of Database   based on Web, 2017, ZL201510050980.0.

[9]    Yonghua Xiong, Chengjing Wu, Min Wu. A Method for Wireless Network Card driver   Realizing on UEFI Layer, 2017, ZL201410078135.X.

[10]  Yonghua Xiong, Yaoxue Zhang, Min Wu. A Method for SDIO Interface Driver Realizing on   Bootloader Layer, 2017, ZL201410013951.2.

[11]   Jun Chen, Linbo Luo, Chao Liu, Yong Wang, Dapeng Luo, An Image Registration   Method Combining Sparse and Dense Features Matching, 2017, ZL201510808122.8.

[12]   Jun Chen, Linbo Luo, Chao Liu, Yong Wang, Dapeng Luo, An Image Registration   Method based on Sparse Feature Matching with Local Linear Constraints, 2017,   ZL201510813103.4.

[13]   Longsheng Wei, Jun Chen, Wei Liu, Zhentao Liu, Luefeng Chen, An Image Quality   Evaluation Method based on Visual Perception, 2019, ZL201710771347.X.

[14]   Longsheng Wei, Jiale Sun, Chuanke Zhang, Feng Liu, Xiaobo Liu. A Quality Evaluation Method for Reconstructed Image based on Semi-reference Image, 2019,   ZL201710772544.3.

[15]   Longsheng Wei, Dapeng Luo, Xinmei Wang, Wei Liu, Feng Liu, A Vehicle Logo Recognition Method and System, 2018, ZL201510599186.1.

[16]   Dapeng Luo, Jiabao Han, Longsheng Wei, Yong Wang, Li Ma, A Semi-autonomous Online Learning Method based on Random Fern Classifier, 2017, ZL201410317479.1.

[17]   Dapeng Luo, Zhipeng Zeng, Linbo Luo, Yongwen Liu, Mingdong Zhang, Longsheng Wei, Li Ma, Yong Wang, A Pedestrian Detection Method based on Online Learning Random   Fern Classifier, 2019, ZL201610148420.3.

[18]   Dapeng Luo, Mingdong Zhang, Linbo Luo, Yongwen Liu, Zhipeng Zeng, Longsheng Wei, Li Ma, Yong Wang, An Adaptive ORB Target Tracking Method, 2018,   ZL201610156876.4.