IEEE Geoscience and Remote Sensing Magazine - September 2021 - 69

extended morphological attribute profiles and independent component
analysis, " in Proc. 9th Int. Conf. Digital Image Process. (ICDIP
2017), 2017, vol. 10420, p. 104203I, doi: 10.1117/12.2281770.
[22] S. Bernabe, P. R. Marpu, A. Plaza, M. Dalla Mura, and J. A. Benediktsson,
" Spectral-spatial classification of multispectral images
using kernel feature space representation, " IEEE Geosci. Remote
Sens. Lett., vol. 11, no. 1, pp. 288-292, 2014. doi: 10.1109/
LGRS.2013.2256336.
[23] M. Imani and H. Ghassemian, " Attribute profile based feature
space discriminant analysis for spectral-spatial classification
of hyperspectral images, " Comput. Electr. Eng., vol. 62, pp. 555-
569, 2017. doi: 10.1016/j.compeleceng.2016.09.029.
[24] P. R. Marpu, M. Pedergnana, M. Dalla Mura, S. Peeters, J. A.
Benediktsson, and L. Bruzzone, " Classification of hyperspectral
data using extended attribute profiles based on supervised
and unsupervised feature extraction techniques, "
Int. J. Image Data Fusion, vol. 3, no. 3, pp. 269-298, 2012. doi:
10.1080/19479832.2012.702687.
[25] G. Cavallaro, M. Dalla Mura, J. A. Benediktsson, and L. Bruzzone,
" Extended self-dual attribute profiles for the classification
of hyperspectral images, " IEEE Geosci. Remote Sens. Lett., vol. 12,
no. 8, pp. 1690-1694, 2015. doi: 10.1109/LGRS.2015.2419629.
[26] B. B. Damodaran, N. Courty, and S. Lefèvre, " Sparse Hilbert
Schmidt independence criterion and surrogate-kernel-based
feature selection for hyperspectral image classification, " IEEE
Trans. Geosci. Remote Sens., vol. 55, no. 4, pp. 2385-2398, 2017.
doi: 10.1109/TGRS.2016.2642479.
[27] E. Aptoula, M. Dalla Mura, and S. Lefèvre, " Vector attribute
profiles for hyperspectral
image classification, " IEEE Trans.
Geosci. Remote Sens., vol. 54, no. 6, pp. 3208-3220, 2016. doi:
10.1109/TGRS.2015.2513424.
[28] B. B. Damodaran, J. Höhle, and S. Lefèvre, " Attribute profiles
on derived features for urban land cover classification, " Photogrammetric
Eng. Remote Sens., vol. 83, no. 3, pp. 183-193, 2017.
doi: 10.14358/PERS.83.3.183.
[29] M.-T. Pham, S. Lefèvre, and F. Merciol, " Attribute profiles on
derived textural features for highly textured optical image
classification, " IEEE Geosci. Remote Sens. Lett., vol. 15, no. 7,
pp. 1125-1129, 2018. doi: 10.1109/LGRS.2018.2820817.
[30] A. Taghipour and H. Ghassemian, " Hyperspectral anomaly detection
using attribute profiles, " IEEE Geosci. Remote Sens. Lett., vol.
14, no. 7, pp. 1136-1140, 2017. doi: 10.1109/LGRS.2017.2700329.
[31] G. A. Licciardi, A. Villa, M. Dalla Mura, L. Bruzzone, J. Chanussot,
and J. A. Benediktsson, " Retrieval of the height of buildings
from worldview-2 multi-angular imagery using attribute filters
and geometric invariant moments, " IEEE J. Select. Topics Appl.
Earth Observat. Remote Sens., vol. 5, no. 1, pp. 71-79, 2012. doi:
10.1109/JSTARS.2012.2184269.
[32] N. Falco, M. Dalla Mura, F. Bovolo, J. A. Benediktsson, and L. Bruzzone,
" Change detection in VHR images based on morphological
attribute profiles, " IEEE Geosci. Remote Sens. Lett., vol. 10,
no. 3, pp. 636-640, 2012. doi: 10.1109/LGRS.2012.2222340.
[33] M. Boldt, A. Thiele, K. Schulz, and S. Hinz, " SAR image segmentation
using morphological attribute profiles, " Int. Arch.
Photogrammetry, Remote Sens. Spatial Inf. Sci., vol. XL-3, no. 3,
p. 39, 2014. doi: 10.5194/isprsarchives-XL-3-39-2014.
SEPTEMBER 2021 IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
[34] L. Xue, X. Yang, and Z. Cao, " Building extraction of SAR images
using morphological attribute profiles, " in Communications, Signal
Processing, and Systems. Berlin: Springer-Verlag, 2012, pp. 13-21.
[35] P. R. Marpu, K.-S. Chen, C.-Y. Chu, and J. A. Benediktsson,
" Spectral-spatial classification of polarimetric SAR data using
morphological profiles, " in Proc. 3rd Int. Asia-Pacific Conf. Synthetic
Aperture Radar (APSAR), 2011, pp. 1-3.
[36] A. Tombak, E. Aptoula, and K. Kayabol, " Pixel-based classification
of SAR images using features, " in Proc. 26th Signal Process.
Commun. Appl. Conf., Cesme, Turkey, 2018.
[37] M. Boldt, K. Schulz, A. Thiele, and S. Hinz, " Using morphological
differential attribute profiles for change categorization in
high resolution SAR images, " Inter. Arch. Photogramm. Remote
Sens. Spatial Inf. Sci, vol. XL-1/W1, no. 1, pp. 29-34, 2013. doi:
10.5194/isprsarchives-XL-1-W1-29-2013.
[38] M. Boldt, A. Thiele, K. Schulz, and S. Hinz, " Feature extraction
for change analysis in SAR time series, " in Earth Resources and
Environmental Remote Sensing/GIS Applications VI, vol. 9644. International
Society for Optics and Photonics, 2015, p. 964410.
[39] M. Boldt, A. Thiele, K. Schulz, F. J. Meyer, and S. Hinz, " Practical
approach for synthetic aperture radar change analysis
in urban environments, " J. Appl. Remote Sens., vol. 13, no. 3,
p. 034528, 2019. doi: 10.1117/1.JRS.13.034528.
[40] S. Lefèvre and E. Aptoula, " Morphological tools for spatial
and multiscale analysis of passive microwave remote sensing
data, " in Proc. 14th Specialist Meeting Microw. Radiometry
and Remote Sens. Environ. (MicroRad), 2016, pp. 145-150. doi:
10.1109/MICRORAD.2016.7530523.
[41] D. Mongus, N. Lukacˇ, D. Obrul, and B. Žalik, " Detection of
planar points for building extraction from lidar data based on
differential morphological and attribute profiles, " in Proc. VCM
2013-The ISPRS Workshop on 3D Virtual City Modeling, 2013,
vol. 2, pp. 21-26.
[42] M. Pedergnana, P. R. Marpu, M. Dalla Mura, J. A. Benediktsson,
and L. Bruzzone, " Classification of remote sensing optical
and lidar data using extended attribute profiles, " IEEE J. Sel.
Topics Sig. Proc., vol. 6, no. 7, pp. 856-865, 2012. doi: 10.1109/
JSTSP.2012.2208177.
[43] W. Liao et al., " Taking optimal advantage of fine spatial resolution:
Promoting partial image reconstruction for the morphological
analysis of very-high-resolution images, " IEEE Geosci.
Remote Sens. Mag., vol. 5, no. 2, pp. 8-28, 2017. doi: 10.1109/
MGRS.2017.2663666.
[44] F. Guiotte, S. Lefèvre, and T. Corpetti, " Voxel-based attribute
profiles on lidar data for land cover mapping, " in Proc. IGARSS
2019-IEEE Int. Geosci. Remote Sens. Symp., 2019, pp. 2491-2494.
[45] C. Tuna, F. Merciol, and S. Lefèvre, " Attribute profiles for satellite
image time series, " in Proc. IGARSS 2019-IEEE Int. Geosci.
Remote Sens. Symp., 2019, pp. 126-129.
[46] C. Tuna, B. Mirmahboub, F. Merciol, and S. Lefèvre, " Component
trees for image sequences and streams, " Pattern Recog. Lett.,
vol. 129, pp. 255-262, 2020. doi: 10.1016/j.patrec.2019.11.038.
[47] M. Zhang, P. Ghamisi, and W. Li, " Classification of hyperspectral
and lidar data using extinction profiles with feature fusion, "
Remote Sens. Lett., vol. 8, no. 10, pp. 957-966, 2017. doi:
10.1080/2150704X.2017.1335902.
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IEEE Geoscience and Remote Sensing Magazine - September 2021

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