• Spacecraft Recovery & Remote Sensing
  • Vol. 45, Issue 1, 136 (2024)
Mingyang YU, Haiqing XU*, Wenzhuo ZHANG, Shuai XU, and Fangliang ZHOU
Author Affiliations
  • School of Surveying and Mapping, Shandong Jianzhu University, Jinan 250101, China
  • show less
    DOI: 10.3969/j.issn.1009-8518.2024.01.012 Cite this Article
    Mingyang YU, Haiqing XU, Wenzhuo ZHANG, Shuai XU, Fangliang ZHOU. Building Extraction Model Based on ASPP and Dual Attention Mechanism[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(1): 136 Copy Citation Text show less
    References

    [1] P XU, H TANG, J GE et al. ESPC_NASUnet: An End-to-end Super-resolution Semantic Segmentation Network for Mapping Buildings from Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 5421-5435(2021).

    [2] Y LIU, L GROSS, Z LI et al. Automatic Building Extraction on High-resolution Remote Sensing Imagery Using Deep Convolutional Encoder-decoder with Spatial Pyramid Pooling. IEEE Access, 7, 128774-128786(2019).

    [3] Y LIU, J ZHOU, W QI et al. Arc-net: An Efficient Network for Building Extraction from High-resolution Aerial Images. IEEE Access, 8, 154997-155010(2020).

    [4] GAVANKAR N , GHOSH S. Automatic Building Footprint Extraction from Highresolution Satellite Image Using Mathematical Mphology[J]. European Journal of Remote Sensing, 2018, 51(1): 182193.

    [5] R AVUDAIAMMAL, P ELAVENI, S SELVAN et al. Extraction of Buildings in Urban Area for Surface Area Assessment from Satellite Imagery Based on Morphological Building Index using SVM Classifier. Journal of the Indian Society of Remote Sensing, 48, 1325-1344(2020).

    [6] Y DONG, B DU, L ZHANG. Target Detection Based on Random Forest Metric Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8, 1830-1838(2015).

    [9] Ö AYTEKIN, U ZÖNGÜR, U HALICI. Texture-based Airport Runway Detection. IEEE Geoscience and Remote Sensing Letters, 10, 471-475(2012).

    [10] C DÉSIR, S BERNARD, C PETITJEAN et al. One Class Random Forests. Pattern Recognition, 46, 3490-3506(2013).

    [12] Z YE, Y FU, M GAN et al. Building Extraction from Very High Resolution Aerial Imagery Using Joint Attention Deep Neural Network. Remote Sensing, 11, 2970(2019).

    [16] CHOLLET F. Xception: Deep Learning with Depthwise Separable Convolutions[C]2017 IEEE Conference on Computer Vision Pattern Recognition (CVPR), July 2126, 2017, Honolulu, HI, USA. IEEE, 2017: 12511258.

    [17] HE K, ZHANG X, REN S, et al. Deep Residual Learning f Image Recognition[C]2016 IEEE Conference on Computer Vision Pattern Recognition (CVPR), June 2730, 2016, Las Vegas, NV, USA. IEEE, 2016: 770778.

    [18] K HE, X ZHANG, S REN et al. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37, 1904-1916(2015).

    [19] CHEN L, ZHANG H, XIAO J, et al. Scacnn: Spatial Channelwise Attention in Convolutional wks f Image Captioning[C]2017 IEEE Conference on Computer Vision Pattern Recognition (CVPR), July 2126, 2017, Honolulu, HI, USA. IEEE, 2017: 56595667.

    [20] Z ZHANG, Y WANG. JointNet: A Common Neural Network for Road and Building Extraction. Remote Sensing, 11, 696(2019).

    [21] FU J, LIU J, TIAN H, et al. Dual Attention wk f Scene Segmentation[C]2019 IEEE Conference on Computer Vision Pattern Recognition (CVPR), June 1620, 2019, Long Beach, CA, USA. IEEE, 2019: 31463154.

    [22] LONG J, SHELHAMER E, DARRELL T. Fully Convolutional wks f Semantic Segmentation[C]2015 IEEE Conference on Computer Vision Pattern Recognition (CVPR), June 810, 2015, Boston, MA, USA. IEEE, 2015: 34313440.

    [23] V BADRINARAYANAN, A KENDALL, R CIPOLLA. Segnet: A Deep Convolutional Encoder-decoder Architecture for Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 2481-2495(2017).

    [24] RONNEBERGER O, FISCHER P, BROX T. U: Convolutional wks f Biomedical Image Segmentation[C]Medical Image Computing ComputerAssisted Intervention–MICCAI 2015: 18th International Conference, October 59, 2015, Munich, Germany. Springer International Publishing, 2015: 234241.

    [25] CHEN L, ZHU Y, PAPREOU G, et al. Encoderdecoder with Atrous Separable Convolution f Semantic Image Segmentation[C]2018 European Conference on Computer Vision (ECCV), September 814, 2018, Munich, Germany. ECCV, 2018: 801818.

    Mingyang YU, Haiqing XU, Wenzhuo ZHANG, Shuai XU, Fangliang ZHOU. Building Extraction Model Based on ASPP and Dual Attention Mechanism[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(1): 136
    Download Citation