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黄睿

【发布日期:2023-02-24 | 来源:taptap下载安装安卓计算机科学与技术学院 】
  • (Rui Huang)

  • 本人2017年毕业于天津大学,在孙济洲和冯伟老师的指导下,获得博士学位。同年,入职taptap下载安装安卓计算机科学与技术学院,现任讲师、硕士生导师。主要研究方向:计算机视觉、机器学习,以及视觉在民航领域的相关应用。

    近年来,以第一作者或通信作者发表了10余篇SCI论文,其中1篇被CCF一区期刊《Chinese Journal of Aeronautics》录用,4篇在CCF二区期刊《Neurocomputing》上发表,2篇在CCF三区期刊《Signal Processing Letters》上发表;以第一作者或通信作者发表7篇中文核心期刊论文,其中3篇在《中国图象图形学报》上发表。主持并完成1项天津市自然基金青年项目、1项天津市教委一般项目、1项湖北省重点实验室项目、1项中央高校一般项目和2项横向项目,作为主要参与人参与1项重点研发项目。



  • 课题组主要以科研论文为主,欢迎喜欢计算机视觉和机器学习方向的本科生和研究生同学加入。

  • 联系方式:Email: rhuang@cauc.edu.cn

  • 办公室:taptap下载安装安卓,北院25教-411



  • Publications:

  • Journal & Conference papers:

  • 2024

  • SPY-WATERMARK: ROBUST INVISIBLE WATERMARKING FOR BACKDOOR ATTACK, Ruofei Wang, Renjie Wan, Zongyu Guo, Qing Guo, Rui Huang*, ICASSP2024录用

  • A SALIENCY ENHANCED FEATURE FUSION BASED MULTISCALE RGB-D SALIENT OBJECT DETECTION NETWORK, Rui Huang, Qingyi Zhao, Yan Xing, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan, ICASSP2024录用

  • CROSS BRANCH FEATURE FUSION DECODER FOR CONSISTENCY REGULARIZATION-BASED SEMI-SUPERVISED CHANGE DETECTION, Yan Xing, Qiao Xu, Jingcheng Zeng, Rui Huang, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan, ICASSP2024录用

  • Fine-grained classification for aero-engine borescope images based on the fusion of local and global features, Rui Huang, Jingcheng Zeng, Xuyi Cheng, Jieda Wei, CSCWD 2024录用

  • PAPnet: A Plug-and-play Virus Network for Backdoor Attack, Rui Huang, Zongyu Guo, Qingyi Zhao, Wei Fan, CSCWD 2024录用

  • 不完整实例引导的航空发动机叶片实例分割, 黄睿, 张超群, 成旭毅, 邢艳, 张宝, 计算机应用, 2024

  • 融合空间域和频率域信息的图像去模糊,邢艳,陈晓璐,徐启奥,黄睿* ,计算机系统应用, 2024

  • 2023

  • ScaleMix: Intra- And Inter-Layer Multiscale Feature Combination for Change Detection, Rui Huang, Yiqing Zhao, Ruofei Wang, Caihua Liu, Sihua Gao*, Yuxiang Zhang, Wei Fan, ICASSP 2023.

  • Multi-scale Convolutional Feature Approximation for Defocus Blur Detection, Rui Huang, Huan Lu, Yan Xing, Wei Fan, CSCWD 2023.

  • Background-Mixed Augmentation for Weakly Supervised Change Detection, Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu , 37th AAAI Conference on Artificial Intelligence, AAAI 2023. [PDF][Code]

  • 自适应参数分析结果的航空发动机孔探图像损伤检测[J]. 黄睿, 成旭毅, 汪若飞, 段博坤, 陈晓璐, 樊玮,中国图象图形学报, 2023, 029(10):669-678.

  • MaskMix:用于变化检测的掩码混合数据增强方法, 邢艳, 魏接达, 汪若飞, 黄睿*, 计算机应用研究, 2023.

  • 2022

  • Selecting change image for efficient change detection, Rui Huang, Ruofei Wang, Yuxiang Zhang, Yan Xing, Wei Fan and KaiLeung Yung, IET Signal Processing, 2022. [PDF] [Code]

  • 检测器和分类器级联的飞机发动机损伤检测[J], 黄睿,段博坤,陈望,叶清池,彭洪健,马孝汶,樊玮. 中国图象图形学报, 2022,27(11):3232-3242.

  • 2021

  • 检测器和分类器级联的飞机发动机损伤检测, 黄睿, 段博坤, 陈望,叶清池, 彭洪健, 马孝汶, 樊玮, 中国图象图形学报, 2021. [PDF]

  • Change detection with cross enhancement of high- and low-level change-related features, Rui Huang, Yan Xing, Mo Zhou, Ruofei Wang, IET Image Processing, 2021. [PDF]

  • Prior-guided GAN-based interactive airplane engine damage image augmentation method, Rui Huang, Bokun Duan, Yuxiang Zhang, Wei Fan, Chinese Journal of Aeronautics, 2021. [PDF]

  • Change detection with various combinations of fluid pyramid integration networks, Rui Huang, Mo Zhou, Yan Xing, Yaobin Zou, Wei Fan,Neurocomputing, 2021. [PDF]

  • 由粗到精的多尺度散焦模糊检测, 衡红军, 叶何斌, 周末, 黄睿*, 中国图象图形学报, 2021. [PDF]

  • 航空发动机损伤图像的二分类到多分类递进式检测网络, 樊玮, 李晨炫, 邢艳, 黄睿*, 彭洪健, 计算机应用, 2021. [PDF]

  • 2020

  • Change detection with absolute difference of multiscale deep features, RuiHuang, MoZhou, QiangZhao, YaobinZou, Neurocomputing, 2020. [PDF]

  • Defocus blur detection by fusing multiscale deep features with Conv-LSTM, Hongjun Heng, Hebing Ye, RuiHuang*, IEEE ACCESS, 2020. [PDF]

  • 卷积神经网络低层特征辅助的图像实例分割方法, 樊玮,刘挺,黄睿*,郭青,张宝,张宁,计算机科学,2020.

  • 基于风格迁移的交互式航空发动机孔探图像扩展方法, 樊玮, 段博坤, 黄睿*, 刘挺, 张宁,
    计算机应用,2020.

  • 多尺度深度特征融合的变化检测, 樊玮, 周末, 黄睿*, 中国图象图形学报, 2020. [PDF]

  • Triple-complementary Network for RGB-D Salient Object Detection, RuiHuang, Yan Xing, Yaobin Zou, IEEE Signal Processing Letters (SPL), 2020. [PDF]

  • Multi-scale deep features fusion based change detection, Fan Wei, Zhou Mo, and Rui Huang*, Journal of Image and Graphics, 2020. [PDF]

  • 2019

  • Exemplar-based image saliency and co-saliency detection, RuiHuang, WeiFeng, Zezheng Wang, Yan Xing, Yaobin Zou, Neurocomputing, 2019. [PDF]

  • Learning to grade deterioration for ancient murals, Kun Qian, Pengyu Zhang, Rui Huang*, Wei Feng, Jizhou Sun, Journal of Ambient Intelligence and Humanized Computing, 2019. [PDF]

  • Image Blur Classification and Unintentional Blur Removal, Rui Huang, Mingyuan Fan, Yan Xing, Yaobin Zou, IEEE ACCESS, 2019. [PDF] [UBICD dataset]

  • RGB-D Salient Object Detection by a CNN With Multiple Layers Fusion, Rui Huang, Yan Xing, Zezheng Wang, IEEE Signal Processing Letters (SPL), 2019. [PDF]

  • Predicting Scientific Impact via Heterogeneous Academic Network Embedding, Chunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang and Yuxiang Zhang, (PRICAI ), 2019. [PDF]

  • 2018

  • Multiscale Blur Detection by Learning Discriminative Deep Features, Rui Huang, Wei Feng*, Mingyuan Fan, Liang Wan, Jizhou Sun, Neurocomputing, 2018. [PDF] [Code 提取码:6qby ]

  • Learning Dynamic Siamese Network for Visual Object Tracking, Qing Guo, Wei Feng*, Ce Zhou, Rui Huang, Liang Wan, Song Wang, IEEE International Conference on Computer Vision (ICCV), 2018. [PDF] [Project] [Code]

  • Before 2017

  • Color Feature Reinforcement for Cosaliency Detection Without Single Saliency Residuals, Rui Huang, Wei Feng*, Jizhou Sun, IEEE Signal Processing Letters (SPL), 2017. [PDF]

  • Learning multi-path CNN for mural deterioration detection, Rui Huang, Wei Feng*, Mingyuan Fan, Qing Guo, Jizhou Sun, Journal of Ambient Intelligence and Humanized Computing, 2017. [PDF]

  • Learning to Detect Fine-Grained Change under Variant Imaging Conditions, Rui Huang, Wei Feng*, Zezheng Wang, Minyuan Fan, Liang Wan, Jizhou Sun, International Conference on Computer Vision Workshop on E-Heritage, 2017. [PDF]

  • Exemplar based image saliency object detection, Zezheng Wang, Rui Huang*, Liang Wan, Wei Feng, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. [PDF]

  • 基于图像分析的室外文物病害演变监测方法与应用实例, 岳琪峰, 黄睿, 冯伟, 张龙, 丛一蓬, 孙济洲, 敦煌研究, 2017.

  • 一种面向文物本体微小变化监测的三点重定位方法, 陈冬冬, 黄睿, 冯伟, 王小伟, 柴勃隆, 丁淑君, 孙济洲, 敦煌研究, 2017.

  • Saliency and co-saliency detection by low-rank multiscale fusion, Rui Huang, Wei Feng*, Jizhou Sun, IEEE International Conference on Multimedia & Expo (ICME), 2015. [PDF]

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