科研情况 代表性论文 SCI期刊: [1] Tang X, Lv L, Javanmardi S, Wang Y, Fan J, Verbeek FJ, Xiao G*. Image Synthesis and Modified BlendMask Instance Segmentation for Automated Nanoparticle Phenotyping [J]. IEEE Transactions on Medical Imaging (TMI). 2023 Jul 26: doi: 10.1109/TMI.2023.3299119. (SCI一区Top期刊,IF=10.6) [2] Tang X, Spaink H, Wijk R and Verbeek F*. Segmentation-Driven Optimization For Iterative Reconstruction in Optical Projection Tomography: An Exploration [J]. IEEE Transactions on Computational Imaging (TCI), 2020,6; 1537-1547. (SCI二区, IF=5.4) [3] Tang X. Computational Optimisation of Optical Projection Tomography for 3D Image Analysis, Leiden University, 2020. (学术专著) [4] Lens F, Lian C, Guo Y, Tang X, Jahanbanifard M, Silva S, Ceccantini G and Verbeek F*. Computer-assisted timber identification based on features extracted from microscopic wood sections [J]. IAWA Journal 41(4): 660-680, 2020. (SCI二区, IF=3.0) [5] Tang X, Zwaan D, Zammit A, Rietveld K and Verbeek F*. Fast Post-Processing Pipeline for Optical Projection Tomography [J]. IEEE Transactions on NanoBioscience (TNB), 2017, 16(5): 367-374. (SCI三区, IF=3.9) 国际会议: [1] Tang X*, Tan B, Guo Y, Yu X, Kendrick J and Reynolds M. Tomo-NeRL: tomographic neural representation learning for implicit CT image reconstruction. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024, pp. 2481-2488. (CCF-B,录用率= 20.0%) [2] Tang X, Huang B and Xiao G*. Enhancing Precision and Interpretability of CT Image Reconstruction via Self-supervised Adaptive Domain Transformation. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, Turkey, 2023, pp. 1451-1458. (CCF-B, 录用率=19.5%) [3] Li W, Liu C, Fan J, Xiao G and Tang X*. Synthesize More Diverse and Realistic Nanoparticle Image-mask Pairs on Limited Data. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, Turkey, 2023, pp. 1286-1293. (CCF-B, 录用率=19.5%) [4] Tang X, Lamers G and Verbeek F*. 3D Image Deblur using Point Spread Function Modelling for Optical Projection Tomography [C]. The 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC): BioImaging, Prague, The Czech Republic, 2019, pp. 67-75. [5] Tang X, Lamers G, Verbeek F*. 3D Image Quality Improvement for Optical Projection Tomography via Point Spread Function Modelling [C]. Topical Meetings of Optical Society of America (OSA): Imaging and Applied Optics Congress. Florida, USA, 2018. (清华大学推荐光学工程-A会议) [6] Tang X, Hoff M, Hoogenboom J, Guo Y, Cai F, Lamers G, Verbeek F*. Fluorescence and bright-field 3D image fusion based on sinogram unification for optical projection tomography [C]. 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Shenzhen, 2016. (CCF-B, 录用率=19.0%)
科研项目 [1]国家自然科学基金委员会-青年科学基金项目, 跨域空间理解及上下文语义感知的断层扫描三维重建方法研究, 2023.01-2025.12, 主持; [2]教育部中央高校基本科研业务费项目,基于弱监督学习的药物粒子表型研究,2021.07-2023.06,主持; [3]中国高校产学研创新基金,激光雷达与摄像头的视觉地图融合方法-柑橘采摘典型应用场景示范,2021.09-2023.08,主研; [4]重庆市自然科学基金重点项目,多源异构科技大数据整合与深度挖掘技术研究,2019.04-2022.04,主研。
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