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Item Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT(2025-04) Yi, Dewei; Hua, Yining; Murchie, Peter; Sharma, Pradip; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Institute of Applied Health Sciences; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Cybersecurity and PrivacyItem Fine-grained RNN with Transfer Learning for Energy Consumption Estimation on EVs(2022-11) Hua, Yining; Sevegnani, Michele; Yi, Dewei; Birnie, Andrew; Mcaslan, Steve; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection(2024-04) Yi, Dewei; Baltov, Petar; Hua, Yining; Philip, Sam; Sharma, Pradip Kumar; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Other Applied Health Sciences; University of Aberdeen.Aberdeen Centre for Health Data Science; University of Aberdeen.Cybersecurity and PrivacyItem Synthetic to Realistic Imbalanced Domain Adaption for Urban Scene Perception(2022-05-31) Hua, Yining; Yi, Dewei; 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 Deep Ensembles for Semantic Segmentation on Road Detection(IEEE Explore, 2021-11-15) Uzun, Deniz; Yi, Dewei; Yang, Chenguang; 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 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 Learning