閆奕名

教育經歷

博士研究生: 2008~2013 哈爾濱工業大學，信息與通信工程學科

碩士研究生: 2006~2008 哈爾濱工業大學，信息與通信工程學科

本科: 2002~2006 哈爾濱工業大學，電子信息工程專業

工作經歷

2016.06至今, 哈爾濱工程大學，信息與通信工程學院講師，碩士生導師

2016.03至2016.06,哈爾濱工程大學，信息與通信工程學院講師

2013.12至2016.03,哈爾濱工業大學航天學院控制科學與工程學科博士後

主講課程

本科生授課課程

國家級精品課《微波技術》

教學研究課題

2018~2019 波導虛擬仿真實驗系統

研究方向

1 多角度遙感圖像處理、分析與理解方面

圖像語義分割、實例分割、全景分割、目標檢測、圖像修復、三維重建

2 深度學習理論方面

數據增強、各種機器學習策略

學術成果

承擔項目

—2021.01至今，主持國家自然科學基金面上項目，“面向超廣義立體像對的建築物信息提取和三維重建技術”；

—2017.01至2019.12，主持國家自然科學基金青年項目，“基於超廣義立體像對的建築物三維重建技術研究”；

—2018.01至2020.10，主持黑龍江省自然科學基金項目，“基於船載機遙感影像的海冰場景識別技術”；

—2016年至今，主持面向前沿技術和自由探索的中央高校課題4項。

學術交流

2019.09~2020.09 加拿大阿爾伯塔大學地球觀測科學中心，訪問學者。

專利成果

[1] 基於3D-Zernike矩相位分析的數字表面模型方位差異估計方法，第一發明人，專利號：201510117170.2

[2] 一種基於蜂群算法的遙感影像有理函式模型結構最佳化方法，第一發明人，專利號：201410169422.1

發表論文

Yan Yiming#, Tan Zhichao, Su Nan*. A data augmentation strategy based on simulated samples for ship detection in rgb remote sensing images[J]. ISPRS International Journal of Geo-Information, 2019, 8(6): 276.
Yan Yiming#, Zhang Chunming, Su Nan*. A Novel Data Augmentation Method for Sea Ice Scene Classification of Arctic Aerial Images[J]. IEEE Access, 2019, 7: 104241-104249.
Yan Yiming#, Zhang Yumo, Su Nan*. A Novel Data Augmentation Method for Detection of Specific Aircraft in Remote Sensing RGB Images[J]. IEEE Access, 2019, 7: 56051-56061.
Yan Yiming*#, Su Nan*, Zhao Chunhui, Wang Liguo. A Dynamic Multi-Projection-Contour Approximating Framework for the 3D Reconstruction of Buildings by Super-Generalized Optical Stereo-Pairs. Sensors, 2017, 17(9):2153.
Yan Yiming*#, Tan Zhichao*, Su Nan*, Zhao Chunhui. Building Extraction Based on an Optimized Stacked Sparse Autoencoder of Structure and Training Samples Using LIDAR DSM and Optical Images. Sensors, 2017, 17(9):1957.
Yan, Yiming*#, Gao, Fengjiao*, Deng, Shupei, Su, Nan. A Hierarchical Building Segmentation in Digital Surface Models for 3D Reconstruction. Sensors, 2017, 17(2): 222.
Yiming Yan*#, Ye Zhang, Shu Tian, Fengjiao Gao. Phase Analysis of Three-Dimensional Zernike Moment for Building Classification and Orientation in Digital Surface Model[J]. IEEE Geoscience and Remote Sensing Letters, 2015, 13(1):1-5.
Yiming Yan*#, Ye Zhang, Fengjiao Gao. Dynamic artificial bee colony algorithm for multi-parameters optimization of support vector machine-based soft-margin classifier. EURASIP Journal on Advances in Signal Processing, 2012, 2012(1): 160:1~13.
Su Nan*#,Yan Yiming*,Qiu Mingjie, Zhao chunhui, Wang liguo. Object-Based Dense Matching Method for Maintaining Structure Characteristics of Linear Buildings[J]. Sensors, 2018, 18(4). doi.org/10.3390/s18041035
Su Nan*#,Yan Yiming*, Zhao Chunhui, Wang Liguo. Object-Oriented Hierarchy Radiation Consistency for Different Temporal and Different Sensor Images[J]. Sensors, 2018, 18(3): 682. doi.org/10.3390/s18030682
Yan Yiming*#, Zhao Chun Hui, Cui Ying. LS-ORTSEG Method for Segmentation of Buildings in Digital Surface Model. Journal of South China University of Technology, 2017, 45(3):29-34.
Yan Yiming*#, Zhang Ye, Gao Feng-jiao. Optimization of target information acquisition technology based on multi-side decomposition model, Journal of South China University of Technology (Natural Science),2012 (3)
Yiming Yan*#, Pigang Liu, Ye Zhang, et al; A stereo remote sensing feature selection method based on artificial bee colony algorithm. Proc. SPIE 9124, Satellite Data Compression, Communications, and Processing X, 912411 (May 22, 2014);
Yiming Yan, Xi Chen, Fengjiao Gao, el.A roof-contour guided multi-side interpolation method for building texture-mapping using remote sensing resource.2015 35rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015.
Yiming Yan, Hao Chen, Fengjiao Gao, Ye Zhang. Building detection in intricate environment based on interference suppression with digital surface model and optical image.2012 32rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, 5717-5720.
Yiming Yan, Fengjiao Gao. Building Recognition with Partial 3D-Information Collected by Airborne Sensors at Limited Angles.2012 International Conference on Wireless Communications and Signal Processing, WCSP 2012
Zhao Chunhui,Yao Xi-Feng,Yan Yiming.Modified Kernel RX Algorithm Based on Background Purification and Inverse-of-Matrix-Free Calculation. IEEE Geoscience and Remote Sensing Letters,v 14, n 4,p 544-548,April 2017
Zhao Chunhui,Wan Xiaoqing,Zhao Genping,Yan Yiming.Spectral-spatial classification of hyperspectral images using trilateral filter and stacked sparse autoencoder. Journal of Applied Remote Sensing, v 11, n 1, January 1
趙春暉, 王鑫鵬,閆奕名.基於密度背景純化的高光譜異常檢測. 哈爾濱工程大學學報, 2016, 37(12):1722-1727.
趙春暉, 張宏宇,閆奕名. 基於螢火蟲最佳化的自適應PCNN遙感圖像融合[J]. 哈爾濱工程大學學報, 40(03):72-79+88.

閆奕名

基本介紹