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Item 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 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 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 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 Spectral analysis and mapping of blackgrass weed by leveraging machine learning and UAV multispectral imagery(2022-01-01) Su, Jinya; Yi, Dewei; Coombes, Matthew; Liu, Cunjia; Zhai, Xiaojun; McDonald-Maier, Klaus; Chen, Wen Hua; 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 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 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 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 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 Learning