BC&HI

主要论文

• X. N. Liu, X. Z. Yang*, D. L. Wang, A. Wong, L. Ma and L. Li, “VidAF: A motion-robust model for screening atrial fibrillation from facial videos”, IEEE Journal of Biomedical and Health Informatics, 2022.
• D. L. Wang, X. Z. Yang*, X. Liu, L. Ma, L. Li and W. Wang, “Photoplethysmography-based blood pressure estimation combining filter-wrapper collaborated feature selection with LASSO-LSTM Model”, IEEE Transactions on Instrumentation and Measurement, 2021.
• X. N. Liu, X. Z. Yang*, D. L. Wang and A. Wong, “Detecting pulse rates from facial videos recorded in unstable lighting conditions: an adaptive spatio-temporal homomorphic filtering algorithm”, IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-15, 2021. doi:10.1109/TIM.2020.3021222.
• X. N. Liu, X. Z. Yang*, J. Jing and A. Wong. “Detecting pulse wave from unstable facial videos recorded from consumer-level cameras: a disturbance-adaptive orthogonal matching pursuit”, IEEE Transactions on Biomedical Engineering, vol. 67, no. 12, pp. 3352-3362, 2020. doi: 10.1109/TBME.2020.2984881.
• D. L. Wang, X. Z. Yang*, X. N. Liu, J. Jing and S. Fang. “Detail-preserving pulse wave extraction from facial videos using consume-level camera”, Biomedical Optics Express, vol. 11, no. 4, pp. 1876-1891, 2020.
• X. N. Liu, X. Z. Yang*, D. L. Wang and S. Fang. “Heart rate detection from facial videos using a frequency-constrained multilayer sparse coding”.
• D. L. Wang, X. Z. Yang*, X. Liu, S. Fang, L. Ma and L. Li. “Photoplethysmography based stratification of blood pressure using multi-information fusion artificial neural network”, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp.1113-1119, 2020..
• X. N. Liu, X. Z. Yang*, J. Jing and S. Fang. “Detail-preserving signal fitting for pulse wave detection from smartphone-based fingertip videos”, Proceedings of the IEEE International Conference on Image Processing (ICIP), pp. 2601-2605, 2019.
• Z. Yang, X. Z. Yang*, X. Wu. “Motion-tolerant heart rate estimation from face videos using derivative filter”, Multimedia Tools and Applications, vol. 78, pp. 26747-26757, 2019.
• Z. Yang, X. Z. Yang*, X. Wu. “Motion-resistant heart rate measurement from face videos using patch-based fusion”. Signal, Image and Video Processing, vol. 13, pp. 423-430, 2019.
• 周双，杨学志，金兢，方帅，刘雪南. 采用自适应信号恢复算法的非接触式心率检测，中国图象图形学报，24(10)，pp.1670-1682，2019.
• X. N. Liu, X. Z. Yang* and J. Jing.”. “Self-adaptive signals separation for non-contact heart rate estimation from facial video in realistic environments”, Physiological Measurement, 39(6):06NT01, 2018.
• 杨昭，杨学志，霍亮，刘雪南，李江山. 抗运动干扰的人脸视频心率估计. 电子与信息学报，40(6): 1345-1352，2018.
• 霍亮，杨学志，李江山，刘雪南，方帅. 适用于昼夜环境的呼吸率视频检测. 中国图象图形学报，23(01):144-154，2018.
• 戚刚，杨学志，吴秀，霍亮. 非合作面部晃动下的心率检测. 中国图象图形学报，22(01)，pp. 126-136，2017.