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Original Articles

Dual-tree complex wavelet transform-based image enhancement for accurate long-term change assessment in coal mining areas

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Pages 1084-1094 | Received 31 Dec 2016, Accepted 16 May 2017, Published online: 05 Jun 2017

References

  • Annual Report 2015–2016. 2016. Chapter 6: coal and lignite production, ministry of coal, government of India. [cited 2016 Nov 8]. Available from: http://coal.nic.in/sites/upload_files/coal/files/coalupload/xchap6.pdf.
  • Canters F. 1997. Evaluating the uncertainty of area estimates derived from fuzzy land-cover classification. Photogramm Eng Remote Sens. 63:403–414.
  • Demirel H, Anbarjafari G. 2010. Satellite image resolution enhancement using complex wavelet transform. IEEE Geosci Remote Sens Lett. 7:123–126.10.1109/LGRS.2009.2028440
  • Demirel H, Anbarjafari G. 2011. Discrete wavelet transform-based satellite image resolution enhancement. IEEE Trans Geosci Remote Sens. 49:1997–2004.10.1109/TGRS.2010.2100401
  • Demirel N, Emil MK, Duzgun HS. 2011. Surface coal mine area monitoring using multi-temporal high-resolution satellite imagery. Int J Coal Geol. 86:3–11.10.1016/j.coal.2010.11.010
  • Demirel H, Ozcinar C, Anbarjafari G. 2010. Satellite image contrast enhancement using discrete wavelet transform and singular value decomposition. IEEE Geosci Remote Sens Lett. 7:333–337.10.1109/LGRS.2009.2034873
  • Fearnside PM. 2000. Global warming and tropical land-use change: greenhouse gas emissions from biomass burning, decomposition and soils in forest conversion, shifting cultivation and secondary vegetation. Clim Change. 46:115–158.10.1023/A:1005569915357
  • Hansen J, Kharecha P, Sato M, Masson-Delmotte V, Ackerman F, Beerling DJ, Hearty PJ, Hoegh-Guldberg O, Hsu SL, Parmesan C, et al. 2013. Assessing ‘dangerous climate change’: required reduction of carbon emissions to protect young people, future generations and nature. PloS one. 8:e81648.10.1371/journal.pone.0081648
  • Iqbal MZ, Ghafoor A, Siddiqui AM. 2013. Satellite image resolution enhancement using dual-tree complex wavelet transform and nonlocal means. IEEE Geosci Remote Sens Lett. 10:451–455.10.1109/LGRS.2012.2208616
  • Karan SK, Samadder SR. 2016. Accuracy of land use change detection using support vector machine and maximum likelihood techniques for open-cast coal mining areas. Environ Monit Assess. 188:3075.10.1007/s10661-016-5494-x
  • Karan SK, Samadder SR, Maiti SK. 2016. Assessment of the capability of remote sensing and GIS techniques for monitoring reclamation success in coal mine degraded lands. J Environ Manage. 182:272–283.10.1016/j.jenvman.2016.07.070
  • Kingsbury N. 2000. A dual-tree complex wavelet transform with improved orthogonality and symmetry properties. In: Proceedings of the IEEE ICIP; 2000 Sep 11–13; Vancouver.
  • Lunetta RS. 1999. Applications, project formulation, and analytical approach. In: Lunetta RS, Elvidge CD, editors. Remote sensing change detection: environmental monitoring methods and applications. London: Taylor & Francis; p. 1–9.
  • Myint SW, Gober P, Brazel A, Grossman-Clarke S, Weng Q. 2011. Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery. Remote Sens Environ. 115:1145–1161.10.1016/j.rse.2010.12.017
  • Piao Y, Shin I, Park HW. 2007. Image resolution enhancement using inter-subband correlation in wavelet domain. In: Proceeding of the International Conference on Image Processing (ICIP). Vol. 1; p. I-445–I-448.
  • Pielke RA, Marland G, Betts RA, Chase TN, Eastman JL, Niles JO, Running SW. 2002. The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases. Philos Trans R Soc A: Math, Phys Eng Sci. 360:1705–1719.10.1098/rsta.2002.1027
  • Renza D, Martinez E, Arquero A. 2009. Optimizing classification accuracy of remotely sensed imagery with DT-CWT fused images. Prog Pattern Recogn, Image Anal, Comput Vision Appl. 1031–1038.
  • Richards JA. 1992. Remote sensing digital image analysis. Cambridge: Springer-Verlag.
  • Richards JA, Jia X. 2006. Remote sensing digital image analysis-hardback. Springer.
  • Roy DP, Wulder MA, Loveland TR, Woodcock CE, Allen RG, Anderson MC, Helder D, Irons JR, Johnson DM, Kennedy R, et al. 2014. Landsat-8: science and product vision for terrestrial global change research. Remote Sens Environ. 145:154–172.10.1016/j.rse.2014.02.001
  • Schowengerdt RA. 2006. Remote sensing: models and methods for image processing. Academic Press.
  • Shao Y, Lunetta RS. 2012. Comparison of support vector machine, neural network, and CART algorithms for the land-cover classification using limited training data points. ISPRS J Photogramm Remote Sens. 70:78–87.10.1016/j.isprsjprs.2012.04.001
  • Sonka M, Hlavac V, Boyle R. 2014. Image processing, analysis, and machine vision. Cengage Learning.
  • Szuster BW, Chen Q, Borger M. 2011. A comparison of classification techniques to support land cover and land use analysis in tropical coastal zones. Appl Geogr. 31:525–532.10.1016/j.apgeog.2010.11.007
  • Temizel A. 2007. Image resolution enhancement using wavelet domain hidden Markov tree and coefficient sign estimation. In: Proceedings of the IEEE ICIP; September; San Antonio, TX; p. 381–384.
  • Thoonen G, Hufkens K, Borre JV, Spanhove T, Scheunders P. 2012. Accuracy assessment of contextual classification results for vegetation mapping. Int J Appl Earth Obs Geoinf. 15:7–15.10.1016/j.jag.2011.05.013
  • Wang G, Weng Q. 2013. Remote sensing of natural resources. CRC Press.10.1201/CRCREMSENAPP
  • WCA. 2014. Coal and the environment. World Coal Association. cited 2014 Jun 24. Available from: www.worldcoal.org/coal-the-environment/coal-mining-the-environment/.

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