2021:

1. Jianhua Zhang, Jingbo Chen, Jiewei Cao, Ruyu Liu*, Linjie Bian, Shengyong Chen, Dual Attention Granularity Network for Vehicle Re-Identification, Accepted by Neural Computing and Applications, 2021.

2. Zhenhua Wang, Jiajun Meng, Dongyan Guo, Jianhua Zhang*, Javen Shi, Shengyong Chen, “Consistency-Aware Graph Network for Human Interaction Understanding”, Accepte by IEEE/CVF International Conference on Computer Vision (CCF A, Oral), 2021.

3. Jie Qian, Qinying Chen, Yanhong Yang, Jianhua Zhang*, Shengyong Chen, Robust Visual-Lidar Simultaneous Localization and Mapping System for UAV, Accepted by IEEE Geoscience and Remote Sensing Letters, 2021. doi: 10.1109/LGRS.2021.3099166.

4. Jialing Liu, Ruyu Liu, Kaiqi Chen, Jianhua Zhang*, Dongyan Guo, Collaborative Visual Inertial SLAM for Multiple Smart Phones, IEEE Conference on Robotics and Automation (CCF B), 2021.

5. Jianhua Zhang, Jingbo Chen, Zhenhua Wang, Shengyong Chen, Jianwei Zhang, Detection and Segmentation of Unlearned Objects in Unknown Environment, IEEE Transactions on Industrial Informatics, 17(9): 6211-6220, 2021.

6. Jianhua Zhang, Jialing Liu, Kaiqi Chen, Zhiyang Pan,Ruyu Liu, Yanyan Wang, Thmas Yang, Shenyong Chen, Map Recovery and Fusion for Collaborative AR of Multiple Mobile Devices, IEEE Transactions on Industrial Informatics, 17(3): 2081-2089, 2021.

7. Zhenhua Wang, Jinchao Ge, Dongyan Guo, Jianhua Zhang, Yanjing Lei, Shengyong Chen, Human Interaction Understanding with Joint Graph Decomposition and Node Labeling, IEEE Transactions on Image Processing, 30: 6240-6254, 2021.

8. Xinming Wang, Jianhua Zhang, Hanlin Zhang, Shuwen Zhao, Honghai Liu, Vision-based Gaze Estimation: A Review, IEEE Transactions on Cognitive and Developmental Systems, doi: 10.1109/TCDS.2021.3066465, 2021.

9. Xu Cheng, Fan Shi*, Xiufeng Liu, Meng Zhao, Shengyong Chen*, A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection, IEEE Transactions on Neural Networks and Learning Systems (2021)

10. Xu Cheng, Fan Shi*, Meng Zhao#, Guoyuan Li, Houxiang Zhang, S.Y. Chen*, Temporal Attention Convolutional Neural Network for Estimation of Icing Probability on Wind Turbine Blades, IEEE Transactions on Industrial Electronics (2021)

11. Chen Jia, Fan Shi*, Meng Zhao, Yao Zhang, Xu Cheng, Mianzhao Wang, Shengyong Chen*, Semantic Segmentation with Light Field Imaging and Convolutional Neural Networks, , IEEE Transactions on Instrumentation and Measurement (2021)

12. Can Wang, Fan Shi*, Meng Zhao*, Ji Ao, Chen Jia, and Shengyong Chen, Convolutional Neural Network-Based Terahertz Spectral Classification of Liquid Contraband for Security Inspection , IEEE Sensors Journal, Vol. 21, NO. 17, 18955-18962 (2021)

13. Yufeng Zhao, Meng Zhao*, Fan Shi*, Chen Jia, Shengyong Chen, Light Field Imaging for Distinguishing Fake Pedestrians using Convolutional Neural Networks, International Journal of Advanced Robotic Systems, Vol. 18, 1（2021）

14. Yi Liang, Samaneh Pakniyat, Yinxiao Xiang, Jun Chen, Fan Shi, George W. Hanson, and Cheng Cen*, Tunable unidirectional surface plasmon polaritons at the interface between gyrotropic and isotropic conductors. Optica, Vol. 8, Issue 7, pp. 952-959 (2021)

15. Weiwei Tian#, Xu Cheng#, Guoyuan Li, Fan Shi, Shengyong Chen, Houxiang Zhang, A Multilevel Convolutional Recurrent Neural Network for Blade Icing Detection of Wind Turbine, IEEE Sensors Journal (2021)

16. Jing Li, Zejin Chen, Gongfa Li, Gaoxiang Ouyang*, and Xiaoli Li, “Automatic Classification of ASD Children Using Appearance-based Features from Videos”, Neurocomputing, Accept, 2021. (SCI, JCR-2区)

17. Wei Huang*, Haibo Qin, Yue Xiong, Binbin Song, Shengyong Chen，Mechanism and characteristics of a tunable dispersion-compensating dual-ring microstructure fiber for different orbital angular momentum modes, Journal of the Optical Society of America A, Vol. 38, No. 2，229-236, 2021;

18. Miao Li, Wenguang Zheng*, Yingyuan Xiao, Ke Zhu, Wei Huang*, Exploring Temporal and Spatial Features for Next POI Recommendation in LBSNs, IEEE Access, Vol. 9, 35997-36007, 2021;

19. Ma J., Zhang Y., Gu S., Zhu C., Ge C., Zhang Y., An X., Wang C., Wang Q., Liu X., Cao S., Zhang Q., Liu S., Wang Y., Li Y., He J., and Yang X., “Abdomenct-1k: Is abdominal organ segmentation a solved problem?” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

20. Sun J, Zhang H, Fan W, et al. Automatic acquisition of particle orientation by interferometric out-of-focus image, Optics Communications, 2021,486, 126795

21. Sun J, Zhang H, Fan W, et al. Aspect ratios comparison of ellipsoidal particles through interferometric out-of-focus images, Journal of the optical of America A-optics image science and vision, 2021,38(3): 395-400.

22. Zhang H, Li Z, Sun J, et al. Characterization of particle size and shape by an IPI system through deep learning[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2021, 268: 107642.

23. Yue Gu, Xue Li, Shengyong Chen*, Xiaoli Li*, Effect of rhythmic and non-rhythmic brain activity on power spectral analysis in children with attention deficit hyperactivity disorder, IEEE Transactions on Cognitive and Developmental Systems, 2021，DOI: 10.1109/TCDS.2021.3094516

24. Yue Gu, Xue Li, Shengyong Chen*, Xiaoli Li*, AOAR: an automatic ocular artifact removal approach for multi-channel electroencephalogram data based on non-negative matrix factorization and empirical mode decomposition, Journal of Neural Engineering, 2021, 18(5): 056012

2020:

1. Jianhua Zhang, Jingbo Chen, Qichao Wang, Shengyong Chen, Spatiotemporal Saliency Detection Based on Maximum Consistency Superpixels Merging for Video Analysis, IEEE Transactions on Industrial Informatics, 16(1): 606-614, 2020.

2. Mohsen Sabbaghi#, George W. Hanson, Michael Weinert, Fan Shi#, and Cheng Cen*, Terahertz response of gadolinium gallium garnet (GGG) and gadolinium scandium gallium garnet (SGGG), Journal of Applied Physics 127, 025104 (2020)

3. Yufeng Zhao, Fan Shi*, Meng Zhao*, Wenzhe Zhang, and Shengyong Chen, Detecting Small Scale Pedestrians and Anthropomorphic Negative Samples Based on Light-Field Imaging, IEEE Access, 8, 105082 – 105093 (2020)

4. Jing Li, Kan Jin, Dalin Zhou, Naoyuki Kubota, and Zhaojie Ju, “Attention Mechanism-based CNN for Facial Expression Recognition,” Neurocomputing, vol. 411, pp. 340-350, 2020. (SCI, JCR-2区)

35arallel Network for Crowd Counting,” IEEE Transactions on Industrial Informatics, vol. 16, no. 1, pp. 566-576, 2020. (SCI, JCR-1区)

4. Jing Li, Yihao Zhong, Junxia Han, Gaoxiang Ouyang, Xiaoli Li, and Honghai Liu, “Classifying ASD Children with LSTM based on Raw Videos,” Neurocomputing, vol. 390, pp. 226-238, 2020. (SCI, JCR-2区)

6. Wei Huang*, Yue Xiong, Haibo Qin, Yan-ge Liu, Binbin Song, Shengyong Chen，Orbital angular momentum generation in a dual-ring fiber based on the phase-shifted coupling mechanism and the interference of supermodes, Optics Express, Vol.28 No.11, 16996-17009, 2020;

7. Huang Wei, You Yong*, Song Bin-bin, and Chen Sheng-yong，A photonic crystal fiber for supporting 30 orbital angular momentum modes with low dispersion; Optoelectronics Letters, Vol. 16 No. 1, 34-39, 2020;

8. Zhe Zhang , Wanli Xue* , Wei Huang* , Shengyong Chen, Effective Video Frame Acquisition for Image Stitching, IEEE Access, Vol. 8, 217086-217097, 2020;

9. Wang, C., Alaya Cheikh, F., Beghdadi, A. and Elle, O. J. “Adaptive context encoding module for semantic segmentation”. In Electronic Imaging 2020: Image Processing: Algorithms and Systems. Society for Imaging Science and Technology, 2020.

10. Mohammed A.*, Wang C.*, Zhao M.*, Ullah M.*, Naseem R.*, Wang H.,Pedersen M. and Alaya Cheikh F. “Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans", IEEE access, 2020.

11. Ma J.; Nie Z.; Wang C.; Dong G.; Zhu Q.; He J.; Gui L.; Yang X.*; Active contour regularized semi-supervised learning for COVID-19 CT infection segmentation with limited annotations, Physics in Medicine & Biology, 2020

12. X Zhang, J Wu and M Meng. Small target recognition using dynamic time warping and visual attention. The Computer Journal, 07 Feb. 2020. in press: 10.1093/comjnl/bxaa015 (CCF B类)

13. X Zhang, J Wu, Z Peng, et al. SODNet: Small object detection using deconvolutional neural network. IET Image Processing, 14(8): 1662-1669, 2020. (CCF C类)

14. X Zhang, J Wu, M Meng, et al. Feature transfer network and local background suppression for microaneurysm detection. Machine Vision and Applications, 32(1): 1-13 , 2020. (CCF C类)

15. X Zhang, Z Xiao, F Zhang, et al. Shape based filter for microaneurysm detection. Computers Electrical Engineering, 84: 106620-1-106620-11, 2020.

16. Jing Wang#, Yue Gu#, Wentian Dong, et al, Lower Small-Worldness of Intrinsic Brain Networks Facilitates the Cognitive Protection of Intellectual Engagement in Elderly People Without Dementia: A Near-Infrared Spectroscopy Study, American Journal of Geriatric Psychiatry, 2020, 28(7): 722-7312016：

2019:

1. Jianhua Zhang, Mengping Gui, Qichao Wang, Ruyu Liu, Junzhe Xu, Shengyong Chen, Hierarchical Topic Model Based Object Association for Semantic SLAM, IEEE Transactions on Visualization and Computer Graphics, 25(11): 3052 - 3062, 2019.

2. Ruyu Liu, Jianhua Zhang*, Shengyong Chen, Clemens Arth, Towards SLAM-Based Outdoor Localization using Poor GPS and 2.5D Building Models, IEEE International Symposium on Mixed and Augmented Reality (CCF B), 2019, pp. 1-7.

3. Jianhua Zhang, Ruyu Liu, Kejie Yin, Zengyuan Wang, Mengping Gui, Shengyong Chen, Intelligent Collaborative Localization among Air-Ground Robots for Industrial Environment Perception, IEEE Transactions on Industrial Electronics, 66(12): 9673-9681, 2019.

4. Zhenhua Wang, Tong Liu, Qinfeng Shi, M. Pawan Kumar, Jianhua Zhang, New Convex Relaxations for MRF Inference with Unknown Graphs, IEEE/CVF International Conference on Computer Vision (CCF A), pp. 9934-9942, 2019.

5. Jing Yan, Fan Shi*, Meng Zhao*, Zhe Wang, Yu Yang, ShengYong Chen. Confocal Raman Sensing Based on a Support Vector Machine for Detecting Lung Adenocarcinoma Cells; IEEE Sensors Journal, 19 (21): 9624–9633. (2019)

6. Zhezhe Zhou, Meng Zhao*, Fan Shi, Shengyong Chen, Hao Luan. Method for estimation of the elevation value of the Chang'e-3; Journal of Xidian University;46(2): 139. (2019)

7. Jing Yan, Meng Zhao*, Fan Shi, Zhe Wang, Yu Yang, Shengyong Chen, “Cluster analysis of lung adenocarcinoma cells using PCA and confocal Raman spectroscopy”, 2019 IEEE 3rd Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC) (2019)

8. Wang, C.*, Mohammed, A.K.*, Alaya Cheikh, F., Beghdadi, A., and Elle, O.J. “Multiscale deep desmoking for laparoscopic surgery”. Medical Imaging 2019: Image Processing. Vol. 10949. International Society for Opticsand Photonics, 2019.

9. Sun J, Zhang H, Li Z, et al. Determining speckle orientation of interferometric out-of-focus images[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2019, 226: 73-80.

10. Sun J, Li Z, Tian P, et al, Measurement of cloud particles in cloud chamber based on interference technology [J]. Applied Optics, 2019, 58(32): 8757-8764.

11. Yue Gu*, Zhenhu Liang, Satoshi Hagihira, Use of Multiple EEG Features and Artificial Neural Network to Monitor the Depth of Anesthesia, Sensors, 2019, 19 (11): 2499

2018:

1. Jianhua Zhang, Yeqiang Qiu, Jiawei Chen, Jianshuang Guo, Jingbo Chen, Shengyong Chen, Three dimensional object segmentation based on spatial adaptive projection for solid waste, Neurocomputing, 328: 122-134, 2018.

2. Jianhua Zhang, Yanzhu Zhao, Shengyong Chen, Object-level saliency: Fusing objectness estimation and saliency detection into a uniform framework, Journal of Visual Communication and Image Representation, 53: 102-112, 2018.

3. Chen Jia, Fan Shi*, Yufeng Zhao, Meng Zhao, Zhe Wang, Shengyong Chen. Identification of Pedestrians from Confused Planar Objects using Light Field Imaging；IEEE Access, 6: 39375-39384. (2018)

4. Yufeng Zhao, Fan Shi*, Meng Zhao, Chen Jia, Shengyong Chen. Face Alignment Based on 3D Morphable Model; IEEE 4th International Conference on Computer and Communications, 1488 (2018)

5. Ying Han, Shengyong Chen, Meng Zhao, Fan Shi, Suspected Abnormal Cervical Nucleus Screening Based on a Two-Cascade Classifier; IEEE 4th International Conference on Computer and Communications (2018)

6. Weidong Min, Yu Zhang, Jing Li*, Shaoping Xu，“Recognition of Pedestrian Activity based on Dropped-object Detection,” Signal Processing, vol. 144, pp. 238-252, 2018. (SCI, JCR-2区)

7. Wei Huang*， Yan-ge Liu， Zhi Wang， Binbin Song， Shengyong Chen，Dual-resonance-coupling and sensing characteristics in an all-solid photonic bandgap fiber interferometer based on LP01 cladding supermodes, IEEE Photonics Journal, Vol. 10 No. 3, 7103312, 2018;

8. Yong You, Wei Huang*, Shengyong Chen, Binbin Song, Flat and low dispersion microstructured optical fiber for supporting 22 orbital angular momentum modes, Guangxue Xuebao/Acta Optica Sinica, Vol.38 No. 4, 0406006, 2018;

9. Wang, C.*, Sharma, V.*, Fan, Y., Alaya Cheikh, F., Beghdadi, A., Elle, O.J., and Stiefelhagen,R. “Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?”. In 26th Color and Imaging Conference, Society for Imaging Science and Technology, 2018.

10. Wang, C., Cheikh, F. A., Kaaniche, M., and Elle, O. J. “Liver surface reconstruction for image guided surgery”. Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling. Vol.10576. International Society for Optics and Photonics, 2018.

11. Wang, C.#, Cheikh, F. A., Kaaniche, M., Beghdadi, A., and Elle, O. J. “Variational based smoke removal in laparoscopic images”. Biomedical engineering online, 17(1), 139. 2018.

12. Wang C.*,Teatini, A.*, Palomar R., Alaya Cheikh F., Beghdadi A., Edwin B., and Elle O.J. “Validation of stereo vision based liver surface reconstruction for image guided surgery”. In 2018 Colour and Visual Computing Symposium (CVCS), pp. 1-6. IEEE, 2018.

13. Zhang H, Wang X, Sun J, et al. Multidispersed bubble-size measurements by interferometric particle imaging at scattering angles of 90° and 45°[J]. Applied Optics. 2018, 57(36):10496-10504.

14. Sun J, Zhang H, Wang X, et al. Angular variation measurement of spheroids using defocused interferometric particle imaging[C]//Tenth International Conference on Information Optics and Photonics. International Society for Optics and Photonics, 2018, 10964: 109641O.

15. Ke Zeng, Gaoxiang Ouyang*, He Chen, Yue Gu, Xianzeng Liu, Xiaoli Li*, Characterizing Dynamics of Absence Seizure EEG with Spatial-Temporal Permutation Entropy, Neurocomputing, 2018, 275:577-585

16. Sun J, Zhang H, Wang X, et al. Determination of the orientation of transparent spheroids using interference technology[J]. Optics express, 2018, 26(11): 14097-14107.

17. Yue Gu, Shuo Miao, Junxia Han, Zhenhu Liang, Gaoxiang Ouyang, Jian Yang*, Xiaoli Li*, Identifying ADHD children using hemodynamic responses during a working memory task measured by functional near-infrared spectroscopy. Journal of Neural Engineering, 2018, 15(3): 035005

2017：

1. Haibin Cai, Bangli Liu, Jianhua Zhang, Shengyong Chen, Honghai Liu, Visual Focus of Attention Estimation Using Eye Center Localization, IEEE Systems Journal, 11(3): 1320-1325, 2017.

2. Zhenhua Wang, Sheng Liu, Jianhua Zhang, Shengyong Chen, Qiu Guan, A Spatio-Temporal CRF for Human Interaction Understanding, IEEE Transactions on Circuits and Systems for Video Technology, 27(8): 1647-1660, 2017.

3. Li Yang, Tang Ting-long, Huang Wei*，A robust auto-focus measure based on inner energy, Optoelectronics Letters, Vol.13 No.4, 0309-0313, 2017;

4. X Zhang, Z Xiao, F Zhang, et al. Macular vessel segmentation in retinal image based on direction tracking and pixel convolution. Journal of Medical Imaging and Health Informatics, 7(5): 1044-1048, 2017.

5. Z Xiao, X Zhang, F Zhang, et al. Diabetic retinopathy retinal image enhancement based on Gamma correction. Journal of Medical Imaging and Health Informatics, 7(1): 149-154, 2017.

6. Z Xiao, X Zhang, L Geng, et al. Automatic non-proliferative diabetic retinopathy screening system based on color fundus image. Biomedical Engineering Online, 16: 122-141, 2017.

7. Zhang H, Zhai M, Sun J, et al. Discrimination between spheres and spheroids in a detection system for single particles based on polarization characteristics[J]. Journal of Quantitative Spectroscopy and Radiative Transfer, 2017, 187: 62-75.

8. Sun J, Zhang H, Li J, et al. Hybrid spherical particle field measurement based on interference technology[J]. Measurement Science and Technology, 2017, 28(3): 035204.

9. Shuo Miao, Junxia Han, Yue Gu, Xin Wang, Wenhong Song, Dongqing Li, Zhao Liu, Jian Yang*, Xiaoli Li*, Reduced Prefrontal Cortex Activation in Children with Attention-Deficit/Hyperactivity Disorder during Go/No-Go Task: A Functional Near-Infrared Spectroscopy Study, Frontiers in Neuroscience, 2017, 11: 367

10. Junxia Han, Ke Zeng, Jiannan Kang, Zhen Tong, Erjuan Cai, He Chen, Meng Ding, Yue Gu, Gaoxiang Ouyang, Xiaoli Li*, Development of Brain Network in Children with Autism from Early Childhood to Late Childhood, Neuroscience, 2017, 367: 134-146

11. Yue Gu, Shuo Miao, Junxia Han, Zeng Ke, Gaoxiang Ouyang, Jian Yang*, Xiaoli Li*, Complexity analysis of fNIRS signals in ADHD children during working memory task, Scientific Reports, 2017, 7(1): 829

2016：

1. Zhenhu Liang, Yue Gu, Xuejing Duan, Lei Cheng, Shujuan Liang, Yunjie Tong, Xiaoli Li*, Design of multichannel functional near-infrared spectroscopy system with application to propofol and sevoflurane anesthesia monitoring, Neurophotonics, 2016, 3(4): 045001

2. Yue Gu, Junxia Han, Zhenhu Liang, Jiaqing Yan, Zheng Li, Xiaoli Li*, Empirical mode decomposition-based motion artifact correction method for functional near-infrared spectroscopy, Journal of Biomedical Optics, 2016, 21(1): 15002

2015：

1. Mengjuan Fei, Jing Li*, Honghai Liu, “Visual Tracking based on Improved Foreground Detection and Perceptual Hashing,” Neurocomputing, vol. 152, pp. 413-428, 2015. (SCI, JCR-2区)

2014：

1. Wei Huang, Yan-ge Liu,* Zhi Wang, Bo Liu, Jing Wang, Mingming Luo, Junqi Guo, and Lie Lin, Multi-component-intermodal-interference mechanism and characteristics of a long period grating assistant fluid-filled photonic crystal fiber interferometer, Optics Express, Vol. 22, No. 5, 5883~5894, 2014;

2013:

1. Jianhua Zhang, Jianwei Zhang, Shengyong Chen, Discover Novel Visual Categories From Dynamic Hierarchies Using Multimodal Attributes, IEEE Transactions on Industrial Informatics, 9(3): 1688-1696, 2013.

2. Junhao Xiao, Jianhua Zhang*, Houxiang Zhang, Jianwei Zhang, Benjamin Adler, Three-dimensional point cloud plane segmentation in both structured and unstructured environments, Robotics and Autonomous Systems, 31(12): 1641-1652, 2013.

2011:

1. Shengyong Chen, Jianhua Zhang*, Youfu Li, Jianwei Zhang, A Hierarchical Modal Incorporating Segmented Regions and Pixel Descriptors for Video Background Subtraction, IEEE Transactions on Industrial Informatics, 8(1):118-127, 2011.