主持或参加科研项目: 1. 国家自然科学基金地区科学基金项目, 61861038, 基于形态完备性分析的非均质三维图像重建算法研究,合作单位负责人 2. 国家自然科学基金青年基金项目,61601266,基于纹线流和群集性的群体异常行为识别和分级预警研究,合作单位负责人 3. 国家自然科学基金委员会, 面上项目, 61873218, 基于机器学习的时变网络表示方法研究,主研 4. 国家重点研发计划,超快响应湿度传感器在油气勘探、工业监控等领域的应用验证,项目骨干 5. 国家重点研发计划,井筒稳定性闭环响应机制与智能调控方法,主研 6. 国家重点实验室开放研究课题,基于计算机视觉的三维钻头磨损识别研究,主持 代表性研究成果: (1)Jiang Jun, Luo Fang, Zhang H, et al. Adaptive Multiexpert Learning for Lithology Recognition[J]. SPE Journal, 2022 (SCI) (2)Jiang Jun, Guo Zhengzheng. Unsupervised Adversarial Domain Adaptation Regression for Rate of Penetration Prediction[J]. SPE Journal, 2023, (SCI) (3)Jiang Jun, Wang X Y, Gao M, et al. Abnormal behavior detection using streak flow acceleration[J]. Applied Intelligence, 2022. (SCI) (4) Xinyue Wang, Jun Jiang(通信作者), Mingliang Gao, Zheng Liu , Chengyuan Zhao, Activation ensemble generative adversarial network transfer learning for image classification[J]. Journal of Electronic Imaging,2021. (SCI) (5)Mingliang Gao, Jun Jiang(通信作者), Jin Shen, Guofeng Zou, Guixia Fu, Crowd motion segmentation and behavior recognition fusing streak flow and collectiveness[J]. OPTICAL ENGINEERING.,2018. (SCI) (6)Gao M, Jiang J, Zou G, et al. RGB-D-based object recognition using multimodal convolutional neural networks: a survey[J]. IEEE access, 2019 (SCI) (7).Fuxiang Liu, Mingliang Gao, Xiangqun Li, Hongwei Lin, Keyan Deng, Yongsheng Xu, Jun Jiang, Reconstruction of 3D porous medium using a type of cascaded polymorphic method[J]. Microporous and Mesoporous Materials, 2021(SCI). |