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ORCIDJinya Su
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2020 – today
- 2024
[j37]Yixue Liu
, Jinya Su, Zhouzhou Zheng, Dizhu Liu, Yuyang Song, Yulin Fang, Peng Yang, Baofeng Su:
GLDCNet: A novel convolutional neural network for grapevine leafroll disease recognition using UAV-based imagery. Comput. Electron. Agric. 218: 108668 (2024)- [j36]Ting Li, Zhenhua Zhao, Shihong Ding, Jinya Su:
Composite Controller Design for Quadrotor UAVs With Uncertainties and Noises Based on Combined Kalman Filter and GPIO. IEEE Trans. Aerosp. Electron. Syst. 60(1): 882-892 (2024) - [j35]Juan Li, Luyao Zhang, Shengquan Li, Jinya Su:
A Time Delay Estimation Interpretation of Extended State Observer-Based Controller With Application to Structural Vibration Suppression. IEEE Trans Autom. Sci. Eng. 21(2): 1965-1973 (2024) - [c10]Zezhou Lv, Jinya Su, Shihua Li:
Bayesian Parameter Auto-Tuning for ADRC Based PMSM Speed Regulation. AMC 2024: 1-6 - [c9]Haodi Zhang, Jinya Su, Shihua Li:
Bézier-UKF Enhanced Incremental MPC Planner for Quadrotor Based Target Following. ICIT 2024: 1-6 - 2023
- [j34]Lei Shen, Jinya Su, Runtian He, Lijie Song, Rong Huang, Yulin Fang, Yuyang Song, Baofeng Su:
Real-time tracking and counting of grape clusters in the field based on channel pruning with YOLOv5s. Comput. Electron. Agric. 206: 107662 (2023) - [j33]Shuwang Wang, Shengquan Li, Jinya Su, Juan Li, Luyao Zhang:
Extended state observer-based nonsingular terminal sliding mode controller for a DC-DC buck converter with disturbances: theoretical analysis and experimental verification. Int. J. Control 96(7): 1661-1671 (2023) - [j32]Jinya Su, Xiaoyong Zhu, Shihua Li, Wen-Hua Chen:
AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture. Neurocomputing 518: 242-270 (2023) - [j31]Jinge Ma, Haoran Shen, Yuanxiu Cai, Tianxiang Zhang, Jinya Su, Wen-Hua Chen, Jiangyun Li:
UCTNet with Dual-Flow Architecture: Snow Coverage Mapping with Sentinel-2 Satellite Imagery. Remote. Sens. 15(17): 4213 (2023) - 2022
- [j30]Jinya Su, Dewei Yi, Matthew Coombes, Cunjia Liu, Xiaojun Zhai, Klaus Dieter McDonald-Maier, Wen-Hua Chen:
Spectral analysis and mapping of blackgrass weed by leveraging machine learning and UAV multispectral imagery. Comput. Electron. Agric. 192: 106621 (2022) - [j29]Lei Shen, Shan Chen, Zhiwen Mi, Jinya Su, Rong Huang, Yuyang Song, Yulin Fang, Baofeng Su:
Identifying veraison process of colored wine grapes in field conditions combining deep learning and image analysis. Comput. Electron. Agric. 200: 107268 (2022) - [j28]Yucheng Wang, Jinya Su, Xiaojun Zhai, Fanlin Meng, Cunjia Liu:
Snow Coverage Mapping by Learning from Sentinel-2 Satellite Multispectral Images via Machine Learning Algorithms. Remote. Sens. 14(3): 782 (2022) - [j27]Dewei Yi, Hui Fang, Yining Hua, Jinya Su, Mohammed Quddus, Jungong Han:
Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving. IEEE Trans. Cogn. Dev. Syst. 14(4): 1496-1506 (2022) - [c8]Tao Chen, Yanhua Meng, Jinya Su, Cunjia Liu:
Deep CNN based droplet deposition segmentation for spray distribution assessment. ICAC 2022: 1-6 - 2021
- [j26]Tianxiang Zhang, Jinya Su, Cunjia Liu, Wen-Hua Chen:
State and parameter estimation of the AquaCrop model for winter wheat using sensitivity informed particle filter. Comput. Electron. Agric. 180: 105909 (2021) - [j25]Maria Valentina Niño de Zepeda, Fanlin Meng, Jinya Su, Xiao-Jun Zeng, Qian Wang:
Dynamic clustering analysis for driving styles identification. Eng. Appl. Artif. Intell. 97: 104096 (2021) - [j24]Dewei Yi, Jinya Su, Wen-Hua Chen:
Probabilistic faster R-CNN with stochastic region proposing: Towards object detection and recognition in remote sensing imagery. Neurocomputing 459: 290-301 (2021) - [j23]Tianxiang Zhang, Zhiyong Xu, Jinya Su, Zhifang Yang, Cunjia Liu, Wen-Hua Chen, Jiangyun Li:
Ir-UNet: Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imagery. Remote. Sens. 13(19): 3892 (2021) - [j22]Jinya Su, Dewei Yi, Baofeng Su, Zhiwen Mi, Cunjia Liu, Xiaoping Hu, Xiangming Xu, Lei Guo, Wen-Hua Chen:
Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring. IEEE Trans. Ind. Informatics 17(3): 2242-2249 (2021) - [j21]Xiuyu He, Zhijia Zhao, Jinya Su, Qinmin Yang, Dachang Zhu:
Adaptive Inverse Control of a Vibrating Coupled Vessel-Riser System With Input Backlash. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 4706-4715 (2021) - 2020
- [j20]Yanhua Meng, Jinya Su, Jianli Song, Wen-Hua Chen, Yubin Lan:
Experimental evaluation of UAV spraying for peach trees of different shapes: Effects of operational parameters on droplet distribution. Comput. Electron. Agric. 170: 105282 (2020) - [j19]Kang Wu, Jinya Su, Changyin Sun:
Output feedback control for mobile robot systems with significant external disturbances. Sci. China Inf. Sci. 63(9): 1-3 (2020) - [j18]Dewei Yi, Jinya Su, Liang Hu, Cunjia Liu, Mohammed Quddus, Mehrdad Dianati, Wen-Hua Chen:
Implicit Personalization in Driving Assistance: State-of-the-Art and Open Issues. IEEE Trans. Intell. Veh. 5(3): 397-413 (2020) - [j17]Jinya Su, Matthew Coombes, Cunjia Liu, Yongchao Zhu, Xingyang Song, Shibo Fang, Lei Guo, Wen-Hua Chen:
Machine Learning-Based Crop Drought Mapping System by UAV Remote Sensing RGB Imagery. Unmanned Syst. 8(1): 71-83 (2020)
2010 – 2019
- 2019
- [j16]Jinya Su, Cunjia Liu, Xiaoping Hu, Xiangming Xu, Lei Guo, Wen-Hua Chen:
Spatio-temporal monitoring of wheat yellow rust using UAV multispectral imagery. Comput. Electron. Agric. 167 (2019) - [j15]Tianxiang Zhang, Jinya Su, Cunjia Liu, Wen-Hua Chen:
Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images. Comput. Electron. Agric. 167 (2019) - [j14]Tianxiang Zhang, Jinya Su, Cunjia Liu, Wen-Hua Chen:
Potential Bands of Sentinel-2A Satellite for Classification Problems in Precision Agriculture. Int. J. Autom. Comput. 16(1): 16-26 (2019) - [j13]Dewei Yi, Jinya Su, Cunjia Liu, Wen-Hua Chen:
Trajectory Clustering Aided Personalized Driver Intention Prediction for Intelligent Vehicles. IEEE Trans. Ind. Informatics 15(6): 3693-3702 (2019) - [j12]Dewei Yi, Jinya Su, Cunjia Liu, Wen-Hua Chen:
New Driver Workload Prediction Using Clustering-Aided Approaches. IEEE Trans. Syst. Man Cybern. Syst. 49(1): 64-70 (2019) - [j11]Dewei Yi, Jinya Su, Cunjia Liu, Wen-Hua Chen:
Personalized Driver Workload Inference by Learning From Vehicle Related Measurements. IEEE Trans. Syst. Man Cybern. Syst. 49(1): 159-168 (2019) - [j10]Jinya Su, Wen-Hua Chen:
Model-Based Fault Diagnosis System Verification Using Reachability Analysis. IEEE Trans. Syst. Man Cybern. Syst. 49(4): 742-751 (2019) - 2018
- [j9]Jinya Su, Wen-Hua Chen:
Further results on "Reduced order disturbance observer for discrete-time linear systems". Autom. 93: 550-553 (2018) - [j8]Jinya Su, Cunjia Liu, Matthew Coombes, Xiaoping Hu, Conghao Wang, Xiangming Xu, Qingdong Li, Lei Guo, Wen-Hua Chen:
Wheat yellow rust monitoring by learning from multispectral UAV aerial imagery. Comput. Electron. Agric. 155: 157-166 (2018) - 2017
- [j7]Jean Smith, Jinya Su, Cunjia Liu, Wen-Hua Chen:
Disturbance Observer Based Control with Anti-Windup Applied to a Small Fixed Wing UAV for Disturbance Rejection. J. Intell. Robotic Syst. 88(2-4): 329-346 (2017) - [j6]Tiancheng Li, Jinya Su, Wei Liu, Juan M. Corchado:
Approximate Gaussian conjugacy: parametric recursive filtering under nonlinearity, multimodality, uncertainty, and constraint, and beyond. Frontiers Inf. Technol. Electron. Eng. 18(12): 1913-1939 (2017) - [j5]Jinya Su, Dewei Yi, Cunjia Liu, Lei Guo, Wen-Hua Chen:
Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset: Experimental Comparisons. Sensors 17(12): 2726 (2017) - [c7]Tianxiang Zhang, Jinya Su, Cunjia Liu, Wen-Hua Chen, Hui Liu, Guohai Liu:
Band selection in sentinel-2 satellite for agriculture applications. ICAC 2017: 1-6 - [c6]Weiwei Zhang, Jinya Su:
Driver yawning detection based on long short term memory networks. SSCI 2017: 1-5 - 2016
- [c5]Jinya Su, Wen-Hua Chen:
Fault diagnosis for vehicle lateral dynamics with robust threshold. ICIT 2016: 1777-1782 - [c4]Dewei Yi, Jinya Su, Cunjia Liu, Wen-Hua Chen:
Data-driven situation awareness algorithm for vehicle lane change. ITSC 2016: 998-1003 - 2015
- [j4]Jinya Su, Baibing Li, Wen-Hua Chen:
On existence, optimality and asymptotic stability of the Kalman filter with partially observed inputs. Autom. 53: 149-154 (2015) - [j3]Jinya Su, Baibing Li, Wen-Hua Chen:
Recursive filter with partial knowledge on inputs and outputs. Int. J. Autom. Comput. 12(1): 35-42 (2015) - [c3]Jinya Su, Wen-Hua Chen, Baibing Li:
High order disturbance observer design for linear and nonlinear systems. ICIA 2015: 1893-1898 - 2014
- [j2]Jun Yang, Jinya Su, Shihua Li, Xinghuo Yu:
High-Order Mismatched Disturbance Compensation for Motion Control Systems Via a Continuous Dynamic Sliding-Mode Approach. IEEE Trans. Ind. Informatics 10(1): 604-614 (2014) - [c2]Jinya Su, Wen-Hua Chen, Baibing Li:
Nonlinear state estimation with nonlinear equality constraints. CDC 2014: 322-327 - 2013
- [j1]Jun Yang, Shihua Li, Jinya Su, Xinghuo Yu:
Continuous nonsingular terminal sliding mode control for systems with mismatched disturbances. Autom. 49(7): 2287-2291 (2013) - [c1]Jinya Su, Baibing Li, Wen-Hua Chen:
Bayesian recursive filtering with partially observed inputs and missing measurements. ICAC 2013: 1-6
Coauthor Index
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