何勇军 - 哈尔滨工业大学

个人简介

教育经历 1999.09 - 2003.07 哈尔滨理工大学计算机科学与技术学士学位 2004.09 - 2006.06 哈尔滨工业大学计算机科学与技术硕士学位 2008.03 - 2012.06 哈尔滨工业大学人工智能与信息处理博士学位工作经历 2005.05 - 2005.07 香港理工大学助研 2003.07 - 2012.09 哈尔滨理工大学助教、讲师 2012.09 - 2018.09 哈尔滨理工大学副教授，硕士生导师 2017.01 - 2017.12 美国卡内基梅隆大学，访问研究员 2018.09 - 2022.06 哈尔滨理工大学教授，博士生导师 2022.06 - 现在哈尔滨工业大学教授，博士生导师

研究领域

机器听觉，包括语音识别、说话人识别、声学目标检测、语种识别、语音增强、心音肺音识别等医学图像处理，包括目标检测、图像分割、图像识别等，基于深度学习，实现准确的癌症诊断智慧农业，包括智慧农机、智慧农业大脑、智慧育种、农业遥感和农作物病虫害检测等智慧电力，包括数据中心智能监测，数据中心调度，东数西算关键技术等

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Jian Qin, Yongjun He, Jinping Ge, et al. A multi-task feature fusion model for cervical cell classification[J]. IEEE Journal of Biomedical and Health Informatics, 2022. Siqi Zhao, Yongjun He, Jian Qin, et al. A Semi-supervised Deep Learning Method for Cervical Cell Classification[J]. Analytical Cellular Pathology, 2022, 2022. Jian Qin, Yongjun He, Yang Zhou, et al. REU-Net: Region-enhanced nuclei segmentation network[J]. Computers in Biology and Medicine, 2022, 146: 105546. Yongjun He, Jing Zhao, Huili Shao, et al. Illumination compensation for microscope images based on illumination difference estimation[J]. The Visual Computer, 2022, 38(5): 1775-1786. Jing Zhao, Yongjun He, Siqi Zhao, et al. AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2021, 26(6): 2693-2702. Jing Zhao, Yining Xie, Lei Tang, Yongjun He. Overlapping region reconstruction in nuclei image segmentation[J]. The Visual Computer, 2021, 37(7): 1623-1635. Bo Ding, Lei Tang, Yongjun He. An Efficient 3D Model Retrieval Method Based on Convolutional Neural Network[J]. Complexity, 2020, 2020. Baoyan Ma, Jian Zhang, Feng Cao, Yongjun He. MACD R-CNN: An abnormal cell nucleus detection method[J]. IEEE Access, 2020, 8: 166658-166669. Bo Ding, Lei Tang, Zheng Gao, Yongjun He. 3D Shape Classification Using a Single View[J]. IEEE Access, 2020, 8: 200812-200822. Jun Yu, Yongjun He. Planetary gearbox fault diagnosis based on data-driven valued characteristic multigranulation model with incomplete diagnostic information[J]. Journal of Sound and Vibration, 2018, 429: 63-77. Yining Xie, Lian Yu, Guo Hui Guan, Yong Jun He. An overlapping cell image synthesis method for imbalance data[J]. Analytical Cellular Pathology, 2018, 2018. Jun Yu, Bo Ding, Yongjun He. Rolling bearing fault diagnosis based on mean multigranulation decision-theoretic rough set and non-naive Bayesian classifier[J]. Journal of Mechanical Science and Technology, 2018, 32(11): 5201-5211. Jie Su, Xuan Xu, Yongjun He, et al. Automatic detection of cervical cancer cells by a two-level cascade classification system[J]. Analytical Cellular Pathology, 2016, 2016. Yongjun He, Guanlu Sun, Jiqing Han. Optimization of learned dictionary for sparse coding in speech processing[J]. Neurocomputing, 2016, 173: 471-482. Yongjun He, Guanlu Sun, Jiqing Han. Spectrum enhancement with sparse coding for robust speech recognition[J]. Digital Signal Processing, 2015, 43: 59-70. Yongjun He, Deyun Chen, Guanlu Sun, et al. Dictionary evaluation and optimization for sparse coding based speech processing[J]. Information Sciences, 2015, 310: 77-96. Yongjun He, Jiqing Han. Gaussian specific compensation for channel distortion in speech recognition[J]. IEEE Signal Processing Letters, 2011, 18(10): 599-602.

学术兼职

国家自然科学基金通讯评审专家智慧农场技术及系统全国重点实验室副主任黑龙江省人工智能学会常务理事、智能听觉分委会委员 CCF语音对话与听觉专委会委员中国人工智能学会智能融合专委会委员《Analytical Cellular Pathology》编委《哈尔滨理工大学学报》编委《IEEE Signal Processing Letters》审稿人《IEEE Trans. On ASLP》审稿人《Information Sciences》审稿人《Neurocomputing》审稿人《Digital Signal Processing》审稿人