IEEE Geoscience and Remote Sensing Magazine - December 2021 - 96

[82] R. Gupta et al., " Creating xBD: A dataset for assessing building
damage from satellite imagery, " in Proc. IEEE Conf. Comput. Vision
and Pattern Recogn. Workshops, 2019, pp. 10-17.
[83] J. Zhu, Y. Su, Q. Guo, and T. C. Harmon, " Unsupervised objectbased
differencing for land-cover change detection, " Photogrammetric
Eng. Remote Sens., vol. 83, no. 3, pp. 225-236, 2017.
doi: 10.14358/PERS.83.3.225.
[84] D. Ming, J. Li, J. Wang, and M. Zhang, " Scale parameter selection
by spatial statistics for GeOBIA: Using mean-shift based
multi-scale segmentation as an example, " ISPRS J. Photogrammetry
Remote Sens., vol. 106, pp. 28-41, Aug. 2015. doi: 10.1016/
j.isprsjprs.2015.04.010.
[85] P. Xiao, M. Yuan, X. Zhang, X. Feng, and Y. Guo, " Cosegmentation
for object-based building change detection from highresolution
remotely sensed images, " IEEE Trans. Geosci. Remote
Sens., vol. 55, no. 3, pp. 1587-1603, 2017. doi: 10.1109/
TGRS.2016.2627638.
[86] Y. Liu, Q. Guo, and M. Kelly, " A framework of region-based
spatial relations for non-overlapping features and its application
in object based image analysis, " ISPRS J. Photogrammetry
Remote Sens., vol. 63, no. 4, pp. 461-475, 2008. doi: 10.1016/
j.isprsjprs.2008.01.007.
[87] M. Kim and M. Madden, Xu, Bo, " GEOBIA vegetation mapping
in great smoky mountains national park with spectral and nonspectral
ancillary information, " Photogrammetric Eng. Remote Sensing,
vol. 76, no. 2, pp. 137-149, 2010. doi: 10.14358/PERS.76.2.137.
[88] Z. Lv, T. Liu, and J. A. Benediktsson, " Object-oriented key
point vector distance for binary land cover change detection
using VHR remote sensing images, " IEEE Trans. Geosci. Remote
Sens., vol. 58, no. 9, pp. 6524-6533, 2020. doi: 10.1109/
TGRS.2020.2977248.
[89] F. Bovolo, " A multilevel parcel-based approach to change detection
in very high resolution multitemporal images, " IEEE
Geosci. Remote Sens. Lett., vol. 6, no. 1, pp. 33-37, 2009. doi:
10.1109/LGRS.2008.2007429.
[90] C. Geiß, M. Klotz, A. Schmitt, and H. Taubenböck, " Objectbased
morphological profiles for classification of remote sensing
imagery, " IEEE Trans. Geosci. Remote Sens., vol. 54, no. 10,
pp. 5952-5963, 2016. doi: 10.1109/TGRS.2016.2576978.
[91] J. Liang et al., " A comparison of two object-oriented methods
for land-use/cover change detection with SPOT 5 imagery, "
Sensor Lett., vol. 10, no. 1, pp. 415-424, 2012. doi: 10.1166/
sl.2012.1865.
[92] W. Yu, W. Zhou, Y. Qian, and J. Yan, " A new approach for land
cover classification and change analysis: Integrating backdating
and an object-based method, " Remote Sensing Environment,
vol. 177, pp. 37-47, May 2016. doi: 10.1016/j.rse.2016.02.030.
[93] X. Zhang, S. Du, Q. Wang, and W. Zhou, " Multiscale geoscene
segmentation for extracting urban functional zones from VHR
satellite images, " Remote Sens., vol. 10, no. 2, p. 281, 2018. doi:
10.3390/rs10020281.
[94] H. Liu, X. Huang, D. Wen, and J. Li, " The use of landscape metrics
and transfer learning to explore urban villages in China, "
Remote Sens., vol. 9, no. 4, p. 365, 2017. doi: 10.3390/rs9040365.
[95] J. Zhou, B. Yu, and J. Qin, " Multi-level spatial analysis for
change detection of urban vegetation at individual tree scale, "
96
Remote Sens., vol. 6, no. 9, pp. 9086-9103, 2014. doi: 10.3390/
rs6099086.
[96] M. A. Aguilar, M. D. M. Saldana, and F. J. Aguilar, " Generation and
quality assessment of stereo-extracted DSM from GeoEye-1 and
WorldView-2 imagery, " IEEE Trans. Geosci. Remote Sens., vol. 52,
no. 2, pp. 1259-1271, 2013. doi: 10.1109/TGRS.2013.2249521.
[97] X. Huang, H. Chen, and J. Gong, " Angular difference feature
extraction for urban scene classification using ZY-3 multi-angle
high-resolution satellite imagery, " ISPRS J. Photogrammetry
Remote Sens., vol. 135, pp. 127-141, Jan. 2018. doi: 10.1016/j.
isprsjprs.2017.11.017.
[98] H. Chaabouni-Chouayakh, I. R. Arnau, and P. Reinartz,
" Towards automatic 3-D change detection through multispectral
and digital elevation model information fusion, "
Int. J. Image Data Fusion, vol. 4, no. 1, pp. 89-101, 2013. doi:
10.1080/19479832.2012.739577.
[99] J. Tian, P. Reinartz, P. d'Angelo, and M. Ehlers, " Region-based
automatic building and forest change detection on Cartosat-1
stereo imagery, " ISPRS J. Photogrammetry Remote Sens., vol. 79,
pp. 226-239, May 2013. doi: 10.1016/j.isprsjprs.2013.02.017.
[100] W. Tu et al., " Portraying urban functional zones by coupling remote
sensing imagery and human sensing data, " Remote Sens.,
vol. 10, no. 1, p. 141, 2018. doi: 10.3390/rs10010141.
[101] C. Liu, X. Huang, Z. Zhu, H. Chen, X. Tang, and J. Gong, " Automatic
extraction of built-up area from ZY3 multi-view satellite
imagery: Analysis of 45 global cities, " Remote Sens. Environ., vol.
226, pp. 51-73, June 2019. doi: 10.1016/j.rse.2019.03.033.
[102] R. Duca and F. D. Frate, " Hyperspectral and multiangle
CHRIS-PROBA images for the generation of land cover maps, "
IEEE Trans. Geosci. Remote Sens., vol. 46, no. 10, pp. 2857-2866,
2008. doi: 10.1109/TGRS.2008.2000741.
[103] Y. Yan, L. Deng, X. Liu, and L. Zhu, " Application of UAV-based
multi-angle hyperspectral remote sensing in fine vegetation
classification, " Remote Sens., vol. 11, no. 23, p. 2753, 2019. doi:
10.3390/rs11232753.
[104] M. Zanetti and L. Bruzzone, " A theoretical framework for
change detection based on a compound multiclass statistical
model of the difference image, " IEEE Trans. Geosci. Remote
Sens., vol. 56, no. 2, pp. 1129-1143, 2017. doi: 10.1109/
TGRS.2017.2759663.
[105] Y. T. Solano-Correa, F. Bovolo, and L. Bruzzone, " An approach
to multiple change detection in VHR optical images based on
iterative clustering and adaptive thresholding, " IEEE Geosci.
Remote Sens. Lett., vol. 16, no. 8, pp. 1-5, 2019. doi: 10.1109/
LGRS.2019.2896385.
[106] J. S. Deng, K. Wang, Y. H. Deng, and G. J. Qi, " PCA‐based landuse
change detection and analysis using multitemporal and
multisensor satellite data, " Int. J. Remote Sens., vol. 29, no. 16,
pp. 4823-4838, 2008. doi: 10.1080/01431160801950162.
[107] A. Tahraoui, R. Kheddam, A. Bouakache, and A. Belhadj-Aissa,
" Land change detection using multivariate alteration detection
and Chi squared test thresholding, " in Proc. 4th Int. Conf. Adv.
Technol. Signal and Image Process. (ATSIP), 2018, pp. 1-6. doi:
10.1109/ATSIP.2018.8364501.
[108] C. Wu, L. Zhang, and L. Zhang, " A scene change detection
framework for multi-temporal very high resolution remote
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE DECEMBER 2021
IEEE Geoscience and Remote Sensing Magazine - December 2021

Table of Contents for the Digital Edition of IEEE Geoscience and Remote Sensing Magazine - December 2021
