Renlong Hang PostDoc Researcher at UMKC Email: hangr@umkc.edu; renlong_hang@163.com Office: F.H. 560B [Publications] [Education] [Experience] [Teaching] [Awards]

I am now a PostDoc Researcher with the Dept of Computer Science & Electrical Engnieering (CSEE), University of Missouri, Kansas City. I am currently working with Dr. Zhu Li in the Multimedia Computing & Communication Lab. Before coming to UMKC, I received my phd degree from Nanjing University of Information Science and Technology (NUIST) in 2017.

• Cascaded Recurrent Neural Networks for Hyperspectral Image Classification
  Renlong Hang, Qingshan Liu, Danfeng Hong and Pedram Ghamisi.
  IEEE Transactions on Geoscience and Remote Sensing, 2019.

    @article{hang2019cascaded,
        title={Cascaded Recurrent Neural Networks for Hyperspectral Image Classification},
        author={Hang, Renlong and Liu, Qingshan and Hong, Danfeng and Ghamisi, Pedram},
        journal={IEEE Transactions on Geoscience and Remote Sensing},
        year={2019},
        publisher={IEEE}}
  

[bib] [paper]



• Hyperspectral image classification using spectral-spatial LSTMs
  Feng Zhou, Renlong Hang, Qingshan Liu and Xiaotong Yuan.
  Neurocomputing, 2019.

    @article{zhou2019hyperspectral,
        title={Hyperspectral image classification using spectral-spatial LSTMs},
        author={Zhou, Feng and Hang, Renlong and Liu, Qingshan and Yuan, Xiaotong},
        journal={Neurocomputing},
        volume={328},
        pages={39--47},
        year={2019},
        publisher={Elsevier}}
  

[bib] [paper]



• Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification
  Qingshan Liu, Renlong Hang, Huihui Song, and Zhi Li.
  IEEE Transactions on Geoscience and Remote Sensing, 2018.

    @article{liu2018learning,
        title={Learning multiscale deep features for high-resolution satellite image scene classification},
        author={Liu, Qingshan and Hang, Renlong and Song, Huihui and Li, Zhi},
        journal={IEEE Transactions on Geoscience and Remote Sensing},
        volume={56},
        number={1},
        pages={117--126},
        year={2018},
        publisher={IEEE}}
  

[bib] [paper]



• Dimensionality Reduction of Hyperspectral Image Using Spatial Regularized Local Graph Discriminant Embedding
  Renlong Hang and Qingshan Liu.
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018.

    @article{hang2018dimensionality,
        title={Dimensionality Reduction of Hyperspectral Image Using Spatial Regularized Local Graph Discriminant Embedding},
        author={Hang, Renlong and Liu, Qingshan},
        journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
        volume={11},
        number={9},
        pages={3262--3271},
        year={2018},
        publisher={IEEE}}
  

[bib] [paper]



• Correcting MODIS aerosol optical depth products using a ridge regression model
  Renlong Hang, Qingshan Liu, Guiyu Xia and Huihui Song.
  International Journal of Remote Sensing, 2018.

    @article{hang2018correcting,
        title={Correcting MODIS aerosol optical depth products using a ridge regression model},
        author={Hang, Renlong and Liu, Qingshan and Xia, Guiyu and Song, Huihui},
        journal={International journal of remote sensing},
        volume={39},
        number={10},
        pages={3275--3286},
        year={2018},
        publisher={Taylor \& Francis}}
  

[bib] [paper]



• Robust Matrix Discriminative Analysis for Feature Extraction From Hyperspectral Images
  Renlong Hang, Qingshan Liu, Yubao Sun, Xiaotong Yuan, Hucheng Pei, Javier Plaza and Antonio Plaza.
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.

    @article{hang2017robust,
        title={Robust matrix discriminative analysis for feature extraction from hyperspectral images},
        author={Hang, Renlong and Liu, Qingshan and Sun, Yubao and Yuan, Xiaotong and Pei, Hucheng and Plaza, Javier and Plaza, Antonio},
        journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
        volume={10},
        number={5},
        pages={2002--2011},
        year={2017},
        publisher={IEEE}}
  

[bib] [paper]



• Graph Regularized Nonlinear Ridge Regression for Remote Sensing Data Analysis
  Renlong Hang, Qingshan Liu, Huihui Song, Yubao Sun, Fuping Zhu, and Hucheng Pei.
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.

    @article{hang2017graph,
        title={Graph regularized nonlinear ridge regression for remote sensing data analysis},
        author={Hang, Renlong and Liu, Qingshan and Song, Huihui and Sun, Yubao and Zhu, Fuping and Pei, Hucheng},
        journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
        volume={10},
        number={1},
        pages={277--285},
        year={2017},
        publisher={IEEE}}
  

[bib] [paper]



• Matrix-Based Discriminant Subspace Ensemble for Hyperspectral Image Spatial-Spectral Feature Fusion
  Renlong Hang, Qingshan Liu, Huihui Song and Yubao Sun.
  IEEE Transactions on Geoscience and Remote Sensing, 2016.

    @article{hang2016matrix,
        title={Matrix-based discriminant subspace ensemble for hyperspectral image spatial--spectral feature fusion},
        author={Hang, Renlong and Liu, Qingshan and Song, Huihui and Sun, Yubao},
        journal={IEEE Transactions on Geoscience and Remote Sensing},
        volume={54},
        number={2},
        pages={783--794},
        year={2016},
        publisher={IEEE}}
  

[bib] [paper]

• 2014 - 2017: Ph.D. from Nanjing University of Information Science and Technology (NUIST)

• Nov 2018 - Present: PostDoc Researcher Working with Zhu Li.