基本信息
杨航  男  硕导  中国科学院长春光学精密机械与物理研究所
电子邮件: yanghang@ciomp.ac.cn
通信地址: 吉林省长春市东南湖大路3888号
邮政编码:

研究领域

图像处理:图像去模糊,图像反卷积,图像增强;计算机视觉:目标跟踪,目标检测

招生信息

   
招生专业
080202-机械电子工程
081203-计算机应用技术
081002-信号与信息处理
招生方向
计算机视觉和图像处理

教育背景

2009-09--2012-06   吉林大学数学研究所   理学博士
2007-09--2009-06   吉林大学数学研究所   理学硕士
2003-09--2007-06   吉林大学数学学院   理学学士
学历
研究生

学位
理学博士

工作经历

   
工作简历
2016-09~现在, 中国科学院长春光学精密机械与物理研究所, 副研究员
2014-06~2016-09,中国科学院长春光学精密机械与物理研究所, 助理研究员
2012-08~2014-06,中国科学院长春光学精密机械与物理研究所, 博士后

专利与奖励

   
专利成果
( 1 ) 电子设备盖板上功能孔的缺陷检测方法、装置以及系统, 发明专利, 2020, 第 1 作者, 专利号: 202010322419.4
( 2 ) 一种图像匹配的方法及装置, 发明专利, 2021, 第 1 作者, 专利号: ZL 2017 1 0881430.2

出版信息

   
发表论文
[1] Huang, Heyan, Yang, Hang, Zhou, Cheng, Song, Lijun. Mutual structure ghost imaging under low sampling. OPTICS AND LASERS IN ENGINEERING[J]. 2023, 161: http://dx.doi.org/10.1016/j.optlaseng.2022.107338.
[2] Liu, Dongxu, Wang, Yirui, Liu, Peixun, Li, Qingqing, Yang, Hang, Chen, Dianbing, Liu, Zhichao, Han, Guangliang. A Multiscale Cross Interaction Attention Network for Hyperspectral Image Classification. REMOTE SENSING[J]. 2023, 15(2): http://dx.doi.org/10.3390/rs15020428.
[3] Zhao, Zijian, Yang, Hang, Luo, Huiyuan. Hierarchical edge-aware network for defocus blur detection. COMPLEX & INTELLIGENT SYSTEMS[J]. 2022, 8(5): 4265-4276, http://dx.doi.org/10.1007/s40747-022-00711-y.
[4] Liu, Dongxu, Han, Guangliang, Liu, Peixun, Yang, Hang, Chen, Dianbing, Li, Qingqing, Wu, Jiajia, Wang, Yirui. A Discriminative Spectral-Spatial-Semantic Feature Network Based on Shuffle and Frequency Attention Mechanisms for Hyperspectral Image Classification. REMOTE SENSING[J]. 2022, 14(11): http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000808868000001.
[5] Zhao, Zijian, Yang, Hang, Luo, Huiyuan. Defocus Blur detection via transformer encoder and edge guidance. APPLIED INTELLIGENCE[J]. 2022, 52(12): 14426-14439, http://dx.doi.org/10.1007/s10489-022-03303-y.
[6] 杨航. 非盲图像复原综述. 中国光学(中英文)[J]. 2022, 15(5): 954-972, http://lib.cqvip.com/Qikan/Article/Detail?id=7108076782.
[7] 吴笑天, 吕博, 刘博, 杨航. 组合曝光的计算成像系统及其复原. 光学精密工程[J]. 2021, 29(2): 452-462, http://lib.cqvip.com/Qikan/Article/Detail?id=7104185191.
[8] 赵阳, 孙宏海, 杨航, 孙海超, 赵瑜. LUX13HS的高帧频实时成像系统设计. 重庆理工大学学报:自然科学[J]. 2021, 35(8): 151-159, http://lib.cqvip.com/Qikan/Article/Detail?id=7105516799.
[9] Luo, Huiyuan, Han, Guangliang, Wu, Xiaotian, Liu, Peixun, Yang, Hang, Zhang, Xin. Cascaded hourglass feature fusing network for saliency detection. NEUROCOMPUTING[J]. 2021, 428: 206-217, http://dx.doi.org/10.1016/j.neucom.2020.11.058.
[10] Luo, Huiyuan, Han, Guangliang, Wu, Xiaotian, Liu, Peixun, Yang, Hang, Zhang, Xin. LF(3)Net: Leader-follower feature fusing network for fast saliency detection. NEUROCOMPUTING[J]. 2021, 449: 24-37, http://dx.doi.org/10.1016/j.neucom.2021.03.080.
[11] Wu, Jiajia, Han, Guangliang, Liu, Peixun, Yang, Hang, Luo, Huiyuan, Li, Qingqing. Saliency Detection with Bilateral Absorbing Markov Chain Guided by Depth Information. SENSORS[J]. 2021, 21(3): http://dx.doi.org/10.3390/s21030838.
[12] Li, Qingqing, Han, Guangliang, Liu, Peixun, Yang, Hang, Luo, Huiyuan, Wu, Jiajia. An Infrared-Visible Image Registration Method Based on the Constrained Point Feature. SENSORS[J]. 2021, 21(4): http://dx.doi.org/10.3390/s21041188.
[13] 吴笑天, 杨航, 孙兴龙. 基于区域选择网络的图像复原及其在计算成像中的应用. 光学精密工程[J]. 2021, 29(4): 864-876, http://lib.cqvip.com/Qikan/Article/Detail?id=7104953395.
[14] Yang, Hang, Zhang, Zhongbo. Depth image upsampling based on guided filter with low gradient minimization. VISUAL COMPUTER[J]. 2020, 36(7): 1411-1422, http://dx.doi.org/10.1007/s00371-019-01748-w.
[15] Yang, Hang, Zhang, Zhongbo, Guan, Yujing. Rolling bilateral filter-based text image deblurring. VISUAL COMPUTER[J]. 2019, 35(11): 1627-1640, http://dx.doi.org/10.1007/s00371-018-1562-2.
[16] Yang, Yifan, Zhu, Ming, Wang, Yuqing, Yang, Hang, Wu, Yanfeng, Li, Bei, 李备. Super-Resolution Reconstruction of Cell Pseudo-Color Image Based on Raman Technology. SENSORS[J]. 2019, 19(19): https://doaj.org/article/974c4a4858c74a41861d912ef0efe32e.
[17] 王慧利, 朱明, 蔺春波, 陈典兵, 杨航. 光学遥感图像中复杂海背景下的舰船检测. 光学精密工程[J]. 2018, 26(3): 723-732, http://lib.cqvip.com/Qikan/Article/Detail?id=7000504134.
[18] Huang, Heyan, Yang, Hang, Wang, Kang. MR image reconstruction via guided filter. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING[J]. 2018, 56(4): 635-648, https://www.webofscience.com/wos/woscc/full-record/WOS:000427851600008.
[19] 陈典兵, 朱明, 王慧利, 杨航. 基于稀疏正则约束的子空间视觉跟踪. 光学精密工程[J]. 2018, 26(4): 989-997, https://d.wanfangdata.com.cn/periodical/gxjmgc201804029.
[20] Zeng, Dongdong, Zhu, Ming, Zhou, Tongxue, Xu, Fang, Yang, Hang. Robust Background Subtraction via the Local Similarity Statistical Descriptor. APPLIED SCIENCES-BASEL[J]. 2017, 7(10): http://dx.doi.org/10.3390/app7100989.
[21] Yang, Hang, Zhang, Zhongbo, Guan, Yujing. An adaptive parameter estimation for guided filter based image deconvolution. SIGNAL PROCESSING[J]. 2017, 138: 16-26, http://dx.doi.org/10.1016/j.sigpro.2017.03.006.
[22] 杨航, 吴笑天, 王宇庆. 基于结构字典学习的图像复原方法. 中国光学[J]. 2017, 10(2): 207-218, http://lib.cqvip.com/Qikan/Article/Detail?id=671677445.
[23] 武昆, 李桂菊, 韩广良, 杨航, 王宇庆. 四元数引导滤波彩色图像细节增强. 计算机辅助设计与图形学学报[J]. 2017, 29(3): 419-427, http://lib.cqvip.com/Qikan/Article/Detail?id=7000133740.
[24] Wu Kun, Li Guiju, Han Guangliang, Yang Hang, Liu Peixun. Color image detail enhancement based on quaternion guided filter. THE JOURNAL OF CHINA UNIVERSITIES OF POSTS AND TELECOMMUNICATIONS[J]. 2017, 24(4): 40-50, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=6130083&detailType=1.
[25] 武昆, 韩广良, 杨航, 王宇庆, 吴笑天. 多尺度引导滤波及其在去雾中的应用. 光学精密工程[J]. 2017, 25(8): 2182-2194, http://lib.cqvip.com/Qikan/Article/Detail?id=673087493.
[26] Zhou, Tongxue, Zhu, Ming, Zeng, Dongdong, Yang, Hang. Scale Adaptive Kernelized Correlation Filter Tracker with Feature Fusion. MATHEMATICAL PROBLEMS IN ENGINEERING[J]. 2017, 2017: https://doaj.org/article/aec1cc2a4a7e47cea69a0feb67899cdc.
[27] Yang, Hang, Sun, Xueqi, Zhu, Ming, Wu, Kun, Zhao, Y, Kong, X, Taubman, D. Non-local L-0 Gradient Minimization Filter and Its Applications for Depth Image Upsampling. IMAGE AND GRAPHICS (ICIG 2017), PT Inull. 2017, 10666: 85-96, [28] Dongdong Zeng, Ming Zhu, Tongxue Zhou, Fang Xu, Hang Yang. Robust Background Subtraction via the Local Similarity Statistical Descriptor. APPLIED SCIENCES[J]. 2017, 7(10): [29] 王健博, 杨航, 吴笑天. 结合图像分割的改进导引滤波. 液晶与显示[J]. 2017, 32(5): 380-386, http://lib.cqvip.com/Qikan/Article/Detail?id=672185929.
[30] 陈典兵, 朱明, 高文, 王慧利, 杨航. 基于残差矩阵估计的稀疏表示目标跟踪算法. 物理学报[J]. 2016, 65(19): 68-77, http://ir.ciomp.ac.cn/handle/181722/57728.
[31] Chen DianBing, Zhu Ming, Gao Wen, Wang HuiLi, Hang, Yang. Visual tracking based on the estimation of representation residual matrix. ACTA PHYSICA SINICA[J]. 2016, 65(19): http://dx.doi.org/10.7498/aps.65.194201.
[32] 陈典兵, 侯天娇, 郝志成, 朱明, 杨航. 一种基于FPGA的彩色图像实时增强方法. 液晶与显示[J]. 2016, 31(12): 1161-1167, http://lib.cqvip.com/Qikan/Article/Detail?id=670993383.
[33] 吴川, 郝志成, 杨航, 朱明. 基于双边纹理滤波的图像细节增强方法. 中国光学[J]. 2016, 9(4): 423-431, http://lib.cqvip.com/Qikan/Article/Detail?id=669641393.
[34] 杨航, 吴笑天, 贺柏根, 朱明. 基于多尺度导引滤波的图像融合方法. 光电子·激光[J]. 2015, 26(1): 170-176, http://ir.ciomp.ac.cn/handle/181722/53758.
[35] Yang, Hang, Hu, Guosheng, Wang, Yuqing, Wu, Xiaotian. Low-rank approach for image nonblind deconvolution with variance estimation. JOURNAL OF ELECTRONIC IMAGING[J]. 2015, 24(6): http://dx.doi.org/10.1117/1.JEI.24.6.063013.
[36] Jia, Xiaoning, Yang, Hang, Ma, Siliang, Song, Dongzhe. Quaternion higher-order spectra and their invariants for color image recognition. OPTICS AND LASERS IN ENGINEERING[J]. 2014, 57: 28-39, http://dx.doi.org/10.1016/j.optlaseng.2014.01.008.
[37] Yang, Hang, Zhu, Ming, Wu, Xiaotian, Zhang, Zhongbo, Huang, Heyan. Dictionary learning approach for image deconvolution with variance estimation. APPLIED OPTICS[J]. 2014, 53(25): 5677-5684, http://www.irgrid.ac.cn/handle/1471x/942916.
[38] Yang, Hang, Zhu, Ming, Huang, Heyan, Zhang, Zhongbo. Noise-aware image deconvolution with multidirectional filters. APPLIED OPTICS[J]. 2013, 52(27): 6792-6798, http://www.irgrid.ac.cn/handle/1471x/842526.
[39] Yang, Hang, Zhang, Zhongbo, Zhu, Ming, Huang, Heyan. Edge-preserving image deconvolution with nonlocal domain transform. OPTICS AND LASER TECHNOLOGY[J]. 2013, 54: 128-136, http://dx.doi.org/10.1016/j.optlastec.2013.05.020.
[40] 杨航. 曲波域经验Wiener滤波. 吉林大学学报:理学版[J]. 2013, 51(2): 312-316, http://lib.cqvip.com/Qikan/Article/Detail?id=45269816.
[41] Huang, Heyan, Yang, Hang, Ma, Siliang. Gradient-based image deconvolution. JOURNAL OF ELECTRONIC IMAGING[J]. 2013, 22(1): http://dx.doi.org/10.1117/1.JEI.22.1.013006.
[42] 朱明, 杨航, 贺柏根, 鲁剑锋. 联合梯度预测与导引滤波的图像运动模糊复原. 中国光学[J]. 2013, 6(6): 850-855, http://lib.cqvip.com/Qikan/Article/Detail?id=48292592.
[43] Yang, Hang, Zhang, Zhongbo. Fusion of wave atom-based Wiener shrinkage filter and joint non-local means filter for texture-preserving image deconvolution. OPTICAL ENGINEERING[J]. 2012, 51(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000305792200051.
[44] Yang, Hang, Zhang, Zhongbo, Wu, Danyang. Image deconvolution using incomplete Fourier measurements. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY[J]. 2012, 22(4): 233-240, http://www.irgrid.ac.cn/handle/1471x/611396.

科研活动

   
科研项目
( 1 ) 基于结构字典学习的图像运动模糊复原, 主持, 国家级, 2015-01--2017-12
( 2 ) 2D-3D白片玻璃盖板缺陷检测算法研发, 参与, 院级, 2018-03--2019-12
( 3 ) XXX无人机系统导弹头, 主持, 研究所(学校), 2018-01--2020-12
( 4 ) 激光雷达电学系统研制, 参与, 院级, 2019-03--2020-12
( 5 ) 青促会会员, 主持, 部委级, 2020-01--2023-12
参与会议
(1)Non-local L0 Gradient Minimization Filter and Its Applications for Depth Image Upsampling   Hang Yang , Xueqi Sun , Ming Zhu , and Kun Wu   2017-09-13