Browsing by Author "Su, Jinya"
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Item Aerial Visual Perception in Smart Farming : Field Study of Wheat Yellow Rust Monitoring(2021-03) Su, Jinya; Yi, Dewei; Su, Baofeng; Mi, Zhiwen; Liu, Cunjia; Hu, Xiaoping; Xu, Xiangming; Guo, Lei; Chen, Wen-Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Deep CNN based droplet deposition segmentation for spray distribution assessment(IEEE Press, 2022) Chen, Tao; Meng, Yanhua; Su, Jinya; Liu, Cunjia; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Development of a mobile application for identification of grapevine (Vitis vinifera L.) cultivars via deep learning(2021-09-01) Liu, Yixue; Su, Jinya; Shen, Lei; Lu, Nan; Fang, Yulin; Liu, Fei; Song, Yuyang; Su, Baofeng; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset : Experimental Comparisons(2017-12) Su, Jinya; Yi, Dewei; Liu, Cunjia; Guo, Lei; Chen, Wen-Hua; University of Aberdeen.Computing ScienceItem Eagle-YOLO : An Eagle-Inspired YOLO for Object Detection in Unmanned Aerial Vehicles Scenarios(2023-05) Liao, Lyuchao; Luo, Linsen; Su, Jinya; Xiao, Zhu; Zou, Fumin; Lin, Yuyuan; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem A fast simulation method for analysis of SEE in VLSI(2021-05-01) Lu, Yufan; Chen, Xin; Zhai, Xiaojun; Saha, Sangeet; Ehsan, Shoaib; Su, Jinya; McDonald-Maier, Klaus; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Fourier Graph Convolution Network for Time Series Prediction(2023-03-29) Liao, Lyuchao; Hu, Zhiyuan; Hsu, Chih-Yu; Su, Jinya; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field(2022-07-22) Shen, Lei; Su, Jinya; Huang, Rong; Quan, Wumeng; Song, Yuyang; Fang, Yulin; Su, Baofeng; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Identifying veraison process of colored wine grapes in field conditions combining deep learning and image analysis(2022-09) Shen, Lei; Chen, Shan; Mi, Zhiwen; Su, Jinya; Huang, Rong; Song, Yuyang; Fang, Yulin; Su, Baofeng; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving(2022-12-01) Yi, Dewei; Fang, Hui; Hua, Yining; Su, Jinya; Quddus, Mohammed A.; Han, Jungong; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Integration of calibration and forcing methods for predicting timely crop states by using AquoCrop-OS model(2019) Zhang, Tianxiang; Su, Jinya; Liu, Cunjia; Chen, Wen-Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Ir-UNet : Irregular Segmentation U-Shape Network for Wheat Yellow Rust Detection by UAV Multispectral Imagery(2021-09-28) Zhang, Tianxiang; Xu, Zhiyong; Su, Jinya; Yang, Zhifang; Liu, Cunjia; Chen, Wen-Hua; Li, Jiangyun; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Model-Based Fault Diagnosis System Verification Using Reachability Analysis(2019-04) Su, Jinya; Chen, Wen-Hua; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem A multi-sensory stimulating attention model for cities' taxi service demand prediction(2022-02-23) Liao, Lyuchao; Wang, Yongqiang; Zou, Fumin; Bi, Shuoben; Su, Jinya; Sun, Qi; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Personalized Driver Workload Inference by Learning From Vehicle Related Measurements(2019-01) Yi, Dewei; Su, Jinya; Liu, Cunjia; Chen, Wen-Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Probabilistic Faster R-CNN with Stochastic Region Proposing : Towards Object Detection and Recognition in Remote Sensing Imagery(2021-10-07) Yi, Dewei; Su, Jinya; Chen, Wen Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Real-time tracking and counting of grape clusters in the field based on channel pruning with YOLOv5s(2023-03-01) Shen, Lei; Su, Jinya; He, Runtian; Song, Lijie; Huang, Rong; Fang, Yulin; Song, Yuyang; Su, Baofeng; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Segmentation of field grape bunches via an improved pyramid scene parsing network(2021-11-01) Chen, Shan; Song, Yuyang; Su, Jinya; Fang, Yulin; Shen, Lei; Mi, Zhiwen; Su, Baofeng; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Sentinel-2 satellite imagery for urban land cover classification by optimized random forest classifier(2021-01-08) Zhang, Tianxiang; Su, Jinya; Xu, Zhiyong; Luo, Yulin; Li, Jiangyun; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem The short-term associations of chronic obstructive pulmonary disease hospitalizations with meteorological factors and air pollutants in Southwest China : a time-series study(2021-06-21) Li, Meng; Chen, Shengqi; Zhao, Hanqing; Tang, Chengxiang; Lai, Yunfeng; Ung, Carolina Oi Lam; Su, Jinya; Hu, Hao; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning