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    人工智能系
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    BHATTI UZAIR ASLAM (尤佳)
    2022年11月20日 22:29



系:|人工智能系|

學曆職稱:副研究員 (Associate Professor)

師:博士/碩士研究生導師

研究方向:人工智能,深度學習,圖片處理,醫學信息學

聯系方式:uzair@hainanu.edu.cn

基本情況:巴基斯坦;博士,博士後;

通訊地址:365英国上市官网在线214辦公室

電話: 13215834970 (微信)


學習和工作經曆:

202111月至今 365英国上市官网在线 副研究員 (海南省E類高層次人才)

201911-202110 南京師範大學地科院 博士後

201901-201906 365英国上市官网在线旅遊學院 講師

博士招生專業:信息與通信工程

碩士招生專業:電子信息專業


主持或參與科研項目:

[1] 2025-2028, 主持 地區科學基金項目 基于空-譜聯合特征的紅樹林亞種高光譜圖像分類方法

[2] 2024-2024, 主持 國家自然科學基金外國學者青年項目 基于光譜特征融合的高光譜圖像分類方法

[3] 2022-2026, 主持 365英国上市官网在线科研啟動基金項目基于GCN和注意力機制的深度學習方法在醫學診斷與分析領域的應用與研究

[4] 2024-2027, 參與 海南省重點研發項目 醫康養服務系統可持續運行與智能幹預技術研究及應用

[5] 2023-2026, 參與 海南省自然科學基金青年基金項目模型驅動的數字孿生服務組合優選方法

[6] 2023-2026, 參與 海南省自然科學基金面上項目數字超表面輔助毫米波車聯網通信傳輸技術研究


(可包含論文、專利、著作等):

  1. 學術成果

[1] Peng, M., Liu, Y., Qadri, I. A., Bhatti, U. A.*, Ahmed, B., Sarhan, N. M., & Awwad, E. M. (2024). Advanced image segmentation for precision agriculture using CNN-GAT fusion and fuzzy C-means clustering. Computers and Electronics in Agriculture, 226, 109431. (一區,IF 7.7, JCR Q1)

[2] Han, H., Zeeshan, Z., Talpur, B. A., Sadiq, T., Bhatti, U. A*., Awwad, E. M., ... & Ghadi, Y. Y. (2024). Studying long term relationship between carbon Emissions, Soil, and climate Change: Insights from a global Earth modeling Framework. International Journal of Applied Earth Observation and Geoinformation, 130, 103902. (一區,IF 7.6, JCR Q1)

[3] Bhatti, U. A, Tang, H, Khan, A, Ghadi, Y. Y, Bhatti, M. A, & Khan, K. A. (2024). Investigating the nexus between energy, socio-economic factors and environmental pollution: A geo-spatial multi regression approach. Gondwana Research, 130, 308-325. (一區,IF 6.1, JCR Q1)

[4] Bhatti, U. A, Bhatti, M. A, Tang, H, Syam, M. S, Awwad, E. M, Sharaf, M, & Ghadi, Y. Y. (2024). Global production patterns: Understanding the relationship between greenhouse gas emissions, agriculture greening and climate variability. Environmental Research, 245, 118049. (二區,IF 8.2, JCR Q1)

[5] Zhang, Y, Chen, J, Ma, X, Wang, G, Bhatti, U. A.*, & Huang, M. (2024). Interactive medical image annotation using improved Attention U-net with compound geodesic distance. Expert Systems with Applications, 237, 121282. (一區,IF 8.5, JCR Q1)

[6] Noor, R, Wahid, A, Bazai, S. U, Khan, A, Fang, M, Syam, Bhatti, U. A.*. & Ghadi, Y. Y. (2024). DLGAN: Undersampled MRI reconstruction using Deep Learning based Generative Adversarial Network. Biomedical Signal Processing and Control, 93, 106218. (二區,IF 5.1, JCR Q1)

[7] Huang, M, Zhang, X. S, Bhatti, U. A, Wu, Y, Zhang, Y, & Ghadi, Y. Y. (2024). An interpretable approach using hybrid graph networks and explainable AI for intelligent diagnosis recommendations in chronic disease care. Biomedical Signal Processing and Control, 91, 105913. (二區,IF 5.1, JCR Q1)

[8] Bhatti, U. A, Marjan, S, Wahid, A, Syam, M. S, Huang, M, Tang, H, & Hasnain, A. (2023). The effects of socioeconomic factors on particulate matter concentration in China's: New evidence from spatial econometric model. Journal of Cleaner Production, 417, 137969. IF 11.1(一區,IF 11.1, JCR Q1)

[9] Bhatti, U. A, Tang, H, Wu, G, Marjan, S, & Hussain, A. (2023). MFFCG – Multi feature fusion for hyperspectral image classification using graph attention network, Expert System with Applications. IF 8.1(一區,IF 8.5, JCR Q1)

[10] Bhatti, U. A, Tang, H, Wu, G, Marjan, S, & Hussain, A. (2023). Deep Learning with Graph Convolutional Networks: An Overview and Latest Applications in Computational Intelligence. International Journal of Intelligent Systems, 2023. (二區,IF 7.1, JCR Q1)

[11] Tang, H, Bhatti, U. A, Li, J, Marjan, S, Baryalai, M, Assam, M, ... & Mohamed, H. G. (2023). A new hybrid-forecasting model based on dual series decomposition with long-term short-term memory. International Journal of Intelligent Systems, 2023. (二區,IF 7.1, JCR Q1)

[12] Wang, S, Khan, A, Lin, Y, Jiang, Z, Tang, H, Alomar, S. Y, ... & Bhatti, U. A. (2023). Deep reinforcement learning enables adaptive-image augmentation for automated optical inspection of plant rust. Frontiers in Plant Science, 14, 1142957. (二區,IF 5.6, JCR Q1)

[13] Bhatti, U. A, Nizamani, M. M, & Mengxing, H. (2022). Climate change threatens Pakistan’s snow leopards. Science, 377(6606), 585-586. IF 63.4(一區,IF 63.6, JCR Q1)

[14] Bhatti, U. A, Zeeshan, Z, Nizamani, M. M, Bazai, S, Yu, Z, & Yuan, L. (2022). Assessing the change of ambient air quality patterns in Jiangsu Province of China pre-to post-COVID-19. Chemosphere, 288, 132569. (二區,IF 8.1, JCR Q1)

[15] Bhatti, U. A, Yu, Z, Li, J, Nawaz, S. A, Mehmood, A, Zhang, K, & Yuan, L. (2021). Local Similarity-Based Spatial–Spectral Fusion Hyperspectral Image Classification with Deep CNN and Gabor Filtering. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, (一區,IF 8.9, JCR Q1)


  1. 專利

l 尤佳(Uzair),基于GAT 3D-CNN 的多特征融合高光譜圖像分類方法

l 尤佳(Uzair), 種臭氧濃度預測方法、裝置、設備及可讀存儲介質

l 尤佳(Uzair), 一種腦腫瘤 MRI圖像分割方法、系統、電子設備及存儲介質

l 尤佳(Uzair), 一種基于 EEMD-CEEMDAN 結合 LSTM 的混合時間序列數據預測方法

l 尤佳(Uzair), 基于深度學習的生成對抗網絡方法的DLGAN架構

l 尤佳(Uzair), 用于高光譜圖像分類的方法

l 尤佳(Uzair), U-V的特征增強融合用于腦腫瘤MRI圖像分割的方法

l 尤佳(Uzair), 基于MSSARN框架的高光譜圖像分類模型及分類方法



  1. 獎項與榮譽

l 五個圖像處理優秀論文獎.

l Elsevier 列入全球前 2% 的科學家行列.

l IEEE Senior Member.

l Outstanding postdoctoral candidate from Nanjing Normal University at the School of Geography (Remote Sensing and GIS) of Nanjing Normal University.

l Talent Young Scientist Award (TYSP) from Pakistan Science Foundation (PSF) for post-doctoral.


專著發表


· Uzair Aslam Bhatti, Deep Learning for Multimedia Processing Applications Volume One: Image Security and Intelligent Systems for Multimedia Processing Volume 1 https://www.routledge.com/Deep-Learning-for-Multimedia-Processing-Applications-Volume-Two-Signal-Processing-and-Pattern-Recognition/Bhatti-Mengxing-Li-Bazai-Aamir/p/book/9781032623344

· Uzair Aslam Bhatti, Deep Learning for Multimedia Processing Applications Volume Two: Signal Processing and Pattern Recognition Volume 2. https://www.routledge.com/Deep-Learning-for-Multimedia-Processing-Applications-Volume-One-Image-Security-and-Intelligent-Systems-for-Multimedia-Processing/Bhatti-Mengxing-Li-Bazai-Aamir/p/book/9781032548241

· Uzair Aslam Bhatti, Deep Learning for Earth Observation and Climate Monitoring Volume One:

https://www.amazon.com/Learning-Earth-Observation-Climate-Monitoring/dp/0443247129