赵皓讲师介绍
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个人简历：（包括教育情况、工作经历）
2010-2014：西南科技大学beat365正版唯一网址 本科
2014-2017：西南科技大学beat365正版唯一网址 硕士研究生
2017-2023：中国科学技术大学自动化系 博士研究生
2014-2017：西南科技大学beat365正版唯一网址 硕士研究生
2017-2023：中国科学技术大学自动化系 博士研究生
论文著作
学术论文
[1] Zhao H, Wang J, Dai D, et al. D-NMS: A dynamic NMS network for general object detection [J]. Neurocomputing, 2022, 512: 225-234.
[2] Zhao H, Wang J, Chen Z, et al. SRK-Augment: A self-replacement and discriminative region keeping augmentation scheme for better classification [J]. Neural Processing Letters, 2022: 1-17.
[3] Zhao H, Wang J, Chen Z, et al. Interpretability-Mask: a label-preserving data augmentation scheme for better classification [J]. Signal, Image and Video Processing, 2023: 1-10.
[4] Zhao H, Chen Z, Wang J, et al. Joint boundary-aware method and Bayesian Inference for object proposal [J]. IFAC-PapersOnLine, 2019, 52(22): 55-60.
[5] Deng X, Zhao H*, Zhang H, et al. Grid self-occlusion: a grid self-occlusion data augmentation for better classification [J]. Signal, Image and Video Processing, 2022: 1-9.
[6] Pang J, Zhang H, Zhao H*, et al. DcsNet: a real-time deep network for crack segmentation [J]. Signal, Image and Video Processing, 2022, 16(4): 911-919.
[7] Deng H, Zhang H, Zhao H, et al. γ radiation image denoising method based on speckle splitting [J]. Signal, Image and Video Processing, 2022: 1-9.
[8] 邓豪, 赵皓*, 张华,等. 基于结构特征对齐的γ辐射环境场景图像配准方法[J]. 原子能科学技术, 2023, 57(3):9.
[9] 邓雪,赵皓*,张静,梅菠萍 & 张华.(2023). 结合Cannikin’s Law的离线数据增广方法研究.计算机工程与应用(01),207-212.
[10] 梅菠萍,赵皓*,阳珊,李林静,张静 & 张华.(2022).改进RetinaNet的轻量化工件检测算法研究.计算机工程与应用, 58(22),172-178.
[11] 阳珊, 王建, 胡莉, 刘波, &赵皓*. (2022). 改进retinanet的遮挡目标检测算法研究. 计算机工程与应用, 58(11), 209-214.
[12] Li, C., Zhang, J., Hu, L., Zhao, H., Zhu, H., & Shan, M. (2022). In-and-Out: a data augmentation technique for computer vision tasks. Journal of Electronic Imaging, 31(1), 013023.
[13] Lin, S., Wang, J., Xu, M., Zhao, H., & Chen, Z. (2021). Topology aware object-level semantic mapping towards more robust loop closure. IEEE Robotics and Automation Letters, 6(4), 7041-7048.
[14] Lin, S., Wang, J., Xu, M., Zhao, H., & Chen, Z. (2023). Contour-SLAM: A Robust Object-Level SLAM Based on Contour Alignment. IEEE Transactions on Instrumentation and Measurement, 72, 1-12.
[15] Dai, D., Wang, J., Chen, Z., & Zhao, H. (2021). Image guidance based 3D vehicle detection in traffic scene. Neurocomputing, 428, 1-11.
[16] 林士琪, 王纪凯, 裴浩渊, 赵皓, & 陈宗海. (2022). 基于物体关系描述的单目语义slam方法.系统仿真学报, 34(2), 7.
[17] Zhao H, Wang J, Chen Z, et al. A refined prior-box generator for anchor-based object detector[C]//2020 5th International Conference on Communication, Image and Signal Processing (CCISP). IEEE, 2020: 304-308.
[18] Deng X, Luo H, Zhao H*, et al. Data Augmentation Based on Cannikin Law for Object Detection[C]//2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA). IEEE, 2021: 67-72.
[19] Yang S, Liu X, Hu L, Zhao H*, et al. A Refined NMS Scheme Based on Center Distance and Corner Distribution[C]//2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA). IEEE, 2021: 460-465.
[20] Cai W, Zhao H*, Wang H, et al. Arbitrary Direction Inkjet Character Recognition Based on Spatial Transformation[C]//2022 7th International Conference on Communication, Image and Signal Processing (CCISP). IEEE, 2022: 493-497.
发明专利：
[1] 赵皓, 庞杰, 张华,等. 基于神经网络的裂缝识别方法,装置,设备及存储介质:, CN112465748A [P]. 2021.
[2] 张华, 李林静, 赵皓,等. 一种基于图像级联的坝面裂纹缺陷定位方法:, CN112329603A [P]. 2021.
[1] Zhao H, Wang J, Dai D, et al. D-NMS: A dynamic NMS network for general object detection [J]. Neurocomputing, 2022, 512: 225-234.
[2] Zhao H, Wang J, Chen Z, et al. SRK-Augment: A self-replacement and discriminative region keeping augmentation scheme for better classification [J]. Neural Processing Letters, 2022: 1-17.
[3] Zhao H, Wang J, Chen Z, et al. Interpretability-Mask: a label-preserving data augmentation scheme for better classification [J]. Signal, Image and Video Processing, 2023: 1-10.
[4] Zhao H, Chen Z, Wang J, et al. Joint boundary-aware method and Bayesian Inference for object proposal [J]. IFAC-PapersOnLine, 2019, 52(22): 55-60.
[5] Deng X, Zhao H*, Zhang H, et al. Grid self-occlusion: a grid self-occlusion data augmentation for better classification [J]. Signal, Image and Video Processing, 2022: 1-9.
[6] Pang J, Zhang H, Zhao H*, et al. DcsNet: a real-time deep network for crack segmentation [J]. Signal, Image and Video Processing, 2022, 16(4): 911-919.
[7] Deng H, Zhang H, Zhao H, et al. γ radiation image denoising method based on speckle splitting [J]. Signal, Image and Video Processing, 2022: 1-9.
[8] 邓豪, 赵皓*, 张华,等. 基于结构特征对齐的γ辐射环境场景图像配准方法[J]. 原子能科学技术, 2023, 57(3):9.
[9] 邓雪,赵皓*,张静,梅菠萍 & 张华.(2023). 结合Cannikin’s Law的离线数据增广方法研究.计算机工程与应用(01),207-212.
[10] 梅菠萍,赵皓*,阳珊,李林静,张静 & 张华.(2022).改进RetinaNet的轻量化工件检测算法研究.计算机工程与应用, 58(22),172-178.
[11] 阳珊, 王建, 胡莉, 刘波, &赵皓*. (2022). 改进retinanet的遮挡目标检测算法研究. 计算机工程与应用, 58(11), 209-214.
[12] Li, C., Zhang, J., Hu, L., Zhao, H., Zhu, H., & Shan, M. (2022). In-and-Out: a data augmentation technique for computer vision tasks. Journal of Electronic Imaging, 31(1), 013023.
[13] Lin, S., Wang, J., Xu, M., Zhao, H., & Chen, Z. (2021). Topology aware object-level semantic mapping towards more robust loop closure. IEEE Robotics and Automation Letters, 6(4), 7041-7048.
[14] Lin, S., Wang, J., Xu, M., Zhao, H., & Chen, Z. (2023). Contour-SLAM: A Robust Object-Level SLAM Based on Contour Alignment. IEEE Transactions on Instrumentation and Measurement, 72, 1-12.
[15] Dai, D., Wang, J., Chen, Z., & Zhao, H. (2021). Image guidance based 3D vehicle detection in traffic scene. Neurocomputing, 428, 1-11.
[16] 林士琪, 王纪凯, 裴浩渊, 赵皓, & 陈宗海. (2022). 基于物体关系描述的单目语义slam方法.系统仿真学报, 34(2), 7.
[17] Zhao H, Wang J, Chen Z, et al. A refined prior-box generator for anchor-based object detector[C]//2020 5th International Conference on Communication, Image and Signal Processing (CCISP). IEEE, 2020: 304-308.
[18] Deng X, Luo H, Zhao H*, et al. Data Augmentation Based on Cannikin Law for Object Detection[C]//2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA). IEEE, 2021: 67-72.
[19] Yang S, Liu X, Hu L, Zhao H*, et al. A Refined NMS Scheme Based on Center Distance and Corner Distribution[C]//2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA). IEEE, 2021: 460-465.
[20] Cai W, Zhao H*, Wang H, et al. Arbitrary Direction Inkjet Character Recognition Based on Spatial Transformation[C]//2022 7th International Conference on Communication, Image and Signal Processing (CCISP). IEEE, 2022: 493-497.
发明专利：
[1] 赵皓, 庞杰, 张华,等. 基于神经网络的裂缝识别方法,装置,设备及存储介质:, CN112465748A [P]. 2021.
[2] 张华, 李林静, 赵皓,等. 一种基于图像级联的坝面裂纹缺陷定位方法:, CN112329603A [P]. 2021.
科研项目（项目名称、项目编号、项目来源、起止时间、经费、排名情况）：
教学工作（讲授过的课程、指导研究生的情况）：
指导本科生 3人；指导硕士研究生4人
获奖及其他（获奖、学术交流、社会活动、社会兼职等）