Journal of Infrared and Millimeter Waves, Volume. 40, Issue 1, 56(2021)
A novel interpolation-based subpixel mapping for hyperspectral image by using pansharpening
[1] LING Feng, WU Shen-Jun, XIAO Fei et al. Sub-pixel mapping of remotely sensed imagery: a review[J]. Journal of Image and Graphics, 16, 1335-1345(2011).
[2] Ling F, Foody G M. Super-resolution land cover mapping by deep learning[J]. Remote Sensing Letters, 10, 598-606(2019).
[3] Wang Q, Zhang C, Atkinson P M. Sub-pixel mapping with point constraints[J]. Remote Sensing of Environment, 224, 111817(2020).
[4] Wang Q M, Shi W, Wang L. Allocating classes for soft-then-hard sub-pixel mapping algorithms in units of class[J]. IEEE Transactions on Geoscience and Remote Sensing, 52, 2940-2959(2014).
[5] Atkinson P M. Sub-pixel target mapping from soft-classified remotely sensed imagery[J]. Photogrammetric Engineering and Remote Sensing, 71, 839-846(2005).
[6] Villa A, Chanussot J, Benediktsson J A et al. Spectral unmixing for the classification of hyperspectral images at a finer spatial resolution[J]. IEEE Journal of Selected Topics in Signal Processing, 5, 521-533(2011).
[7] Ling F, Li W, Du Y et al. Land cover change mapping at the subpixel scale with different spatial-resolution remotely sensed imagery[J]. IEEE Geoscience and Remote Sensing Letters, 8, 182-186(2011).
[8] Makido Y, Shortridge A, Messina J P. Assessing alternatives for modeling the spatial distribution of multiple land-cover classes at subpixel scales[J]. Photogrammetric Engineering and Remote Sensing, 73, 935-943(2007).
[9] He D, Zhong Y, Feng R et al. Spatial-temporal sub-pixel mapping based on swarm intelligence theory. Remote Sensing, 894(2016).
[10] Tong X, Xu X, Plaza A. A new genetic method for subpixel mapping using hyperspectral images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, 4480-4491(2016).
[11] Nigussie D, Zurita-Milla R, Clevers J G P W. Possibilities and limitations of artificial neural networks for subpixel mapping of land cover[J]. International Journal of Remote Sensing, 32, 7203-7226(2011).
[12] XU Xiong, ZHONG Yan-Fei, ZHANG Liang-Pei et al. A sub-pixel mapping algorithm based on BP neural network with spatial autocorrelation function for remote sensing imagery[J]. Acta Geodaetica et Cartographica Sinica, 40, 307-311(2011).
[13] Ling F, Li X, Du Y et al. Sub-pixel mapping of remotely sensed imagery with hybrid intra- and inter-pixel dependence. International Journal of Remote Sensing, 34, 341-357(2013).
[14] Wang P, Wang L. Soft-then-hard super-resolution mapping based on a spatial attraction model with multiscale sub-pixel shifted images[J]. International Journal of Remote Sensing, 38, 4303-4326(2017).
[15] Lu L, Hang Y, Di L. A new spatial attraction model for improving subpixel land cover classification. Remote Sensing, 360(2017).
[17] Jin H, Mountrakis G, Li P. A super-resolution mapping method using local indicator variograms. International Journal of Remote Sensing, 33, 7747-7773(2012).
[18] Wang Q, Atkinson P M, Shi W. Indicator cokriging-based subpixel mapping without prior spatial structure information[J]. IEEE Transactions on Geoscience and Remote Sensing, 53, 309-323(2015).
[19] Li X, Du Y, Ling F et al. Superresolution mapping of remotely sensed image based on hopfield neural network with anisotropic spatial dependence model. IEEE Geoscience and Remote Sensing Letters, 11, 1265-1269(2014).
[20] Wang P, Wang L, Leung H et al. Subpixel mapping based on hopfield neural network with more prior information. IEEE Geoscience and Remote Sensing Letters, 16, 1284-1288(2019).
[21] Wang P, Wang L, Chanussot J. Soft-then-hard subpixel land cover mapping based on spatial-spectral interpolation[J]. IEEE Geoscience and Remote Sensing Letters, 13, 1851-1854(2016).
[22] Wang L, Wang Z, Dou Z et al. Edge-directed interpolation-based sub-pixel mapping[J]. Remote Sensing Letters, 12, 1195-1203(2013).
[23] Wang Q and Shi W. Utilizing multiple subpixel shifted images in subpixel mapping with image interpolation[J]. IEEE Geoscience and Remote Sensing Letters, 11, 798-802(2014).
[24] Wang P, Wang L, Mura M D et al. Using multiple subpixel shifted images with spatial-spectral information in soft-then-hard subpixel mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10, 2950-2959(2017).
[25] Wang Q, Shi W, Atkinson P M. Sub-pixel mapping of remote sensing images based on radial basis function interpolation[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 92, 1-15(2014).
[26] Chen Y., Ge Y., Song D.. Superresolution land-cover mapping based on high-accuracy surface modeling. IEEE Transactions on Geoscience and Remote Sensing, 12, 2516-2520(2015).
[27] Wang P, Zhang G, Kong Y et al. Superresolution mapping based on hybrid interpolation by parallel paths[J]. Remote Sensing Letters, 10, 149-157.
[28] Vivone G, Alparone L, Chanussot J et al. A critical comparison among pansharpening algorithms[J]. IEEE Transactions on Geoscience and Remote Sensing, 53, 2565-2585(2015).
[29] Verhoeye J., De Wulf R.. Land-cover mapping at sub-pixel scales using linear optimization techniques[J]. Remote Sensing of Environment, 79, 96-104(2002).
[30] Tu T. M., Huang P. S., Hung C. L., Chang C. P.. A fast intensity-hue-saturation fusion technique with spectral adjustment for IKONOS imagery[J]. IEEE Geoscience and Remote Sensing Letters, 1, 309-312(2004).
[31] Garzelli A, Nencini F, Capobianco L. Optimal MMSE pan sharpening of very high resolution multispectral images[J]. IEEE Transactions on Geoscience and Remote Sensing, 46, 228-236(2008).
Get Citation
Copy Citation Text
Peng WANG, Hong-Yu YAO, Gong ZHANG. A novel interpolation-based subpixel mapping for hyperspectral image by using pansharpening[J]. Journal of Infrared and Millimeter Waves, 2021, 40(1): 56
Category: Research Articles
Received: Feb. 23, 2020
Accepted: --
Published Online: Aug. 30, 2021
The Author Email: Peng WANG (Pengwang_B614080003@nuaa.edu.cn)