메뉴 건너뛰기




Volumn 34, Issue 3, 2015, Pages 59-67

PCA-based sea-ice image fusion of optical data by HIS transform and SAR data by wavelet transform

Author keywords

HIS transform; optical remote sensing image; PCA method; SAR remote sensing image; sea ice; wavelet transform

Indexed keywords


EID: 84924975294     PISSN: 0253505X     EISSN: 18691099     Source Type: Journal    
DOI: 10.1007/s13131-015-0634-7     Document Type: Article
Times cited : (41)

References (46)
  • 1
    • 84869509888 scopus 로고    scopus 로고
    • A new statistical-based Kurtosis wavelet energy feature for texture recognition of SAR images
    • Akbarizadeh G. 2012. A new statistical-based Kurtosis wavelet energy feature for texture recognition of SAR images. IEEE Transactions on Geoscience and Remote Sensing, 50(11): 4358–4368
    • (2012) IEEE Transactions on Geoscience and Remote Sensing , vol.50 , Issue.11 , pp. 4358-4368
    • Akbarizadeh, G.1
  • 3
    • 34548204275 scopus 로고    scopus 로고
    • Wavelet based image fusion techniques-An introduction, review and comparison
    • Amolins K, Zhang Y, Dare P. 2007. Wavelet based image fusion techniques-An introduction, review and comparison. ISPRS Journal of Photogrammetry & Remote Sensing, 62(4): 249–263
    • (2007) ISPRS Journal of Photogrammetry & Remote Sensing , vol.62 , Issue.4 , pp. 249-263
    • Amolins, K.1    Zhang, Y.2    Dare, P.3
  • 4
    • 0030243869 scopus 로고    scopus 로고
    • Fusion of satellite active and passive microwave data for sea ice type concentration estimates
    • Beaven S G, Gogineni S, Carsey F D. 1996. Fusion of satellite active and passive microwave data for sea ice type concentration estimates. IEEE Transactions on Geoscience and Remote Sensing, 34(5): 1172–1183
    • (1996) IEEE Transactions on Geoscience and Remote Sensing , vol.34 , Issue.5 , pp. 1172-1183
    • Beaven, S.G.1    Gogineni, S.2    Carsey, F.D.3
  • 8
    • 77649090555 scopus 로고    scopus 로고
    • SAR and multispectral image fusion using generalized IHS transform based on a Trous wavelet and EMD decompositions
    • Chen Shaohui, Zhang Renhua, Su Hongbo, et al. 2010. SAR and multispectral image fusion using generalized IHS transform based on a Trous wavelet and EMD decompositions. IEEE Sensors Journal, 10(3): 737–745
    • (2010) IEEE Sensors Journal , vol.10 , Issue.3 , pp. 737-745
    • Chen, S.1    Zhang, R.2    Su, H.3
  • 9
    • 11344263609 scopus 로고    scopus 로고
    • Level study on fractal characteristics of tidal creeks and information of seashell habitats in the Gaizhou Beach based on high-resolution satellite images
    • Chen Xiufa, Yang Xiaomei, Li Yunju, et al. 2004. Level study on fractal characteristics of tidal creeks and information of seashell habitats in the Gaizhou Beach based on high-resolution satellite images. Acta Oceanologica Sinica, 23(4): 663–672
    • (2004) Acta Oceanologica Sinica , vol.23 , Issue.4 , pp. 663-672
    • Chen, X.1    Yang, X.2    Li, Y.3
  • 10
    • 33747126059 scopus 로고    scopus 로고
    • Additive integration of SAR features into multispectral SPOT images by means of the A’trous wavelet decomposition
    • Chibani Y. 2006. Additive integration of SAR features into multispectral SPOT images by means of the A’trous wavelet decomposition. ISPRS Journal of Photogrammetry and Remote Sensing, 60(5): 306–314
    • (2006) ISPRS Journal of Photogrammetry and Remote Sensing , vol.60 , Issue.5 , pp. 306-314
    • Chibani, Y.1
  • 11
    • 33744759890 scopus 로고    scopus 로고
    • A new Intensity-Hue-Saturation fusion approach to image fusion with a tradeoff parameter
    • Choi M A. 2006. A new Intensity-Hue-Saturation fusion approach to image fusion with a tradeoff parameter. IEEE Transactions on Geoscience and Remote Sensing, 44(6): 1672–1682
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.6 , pp. 1672-1682
    • Choi, M.A.1
  • 12
    • 0035540780 scopus 로고    scopus 로고
    • Comparison and fusion of co-occurrence, Gabor and MRF texture features for classification of SAR sea-ice imagery
    • Clausi D A. 2001. Comparison and fusion of co-occurrence, Gabor and MRF texture features for classification of SAR sea-ice imagery. Atmosphere-Ocean, 39(3): 183–194
    • (2001) Atmosphere-Ocean , vol.39 , Issue.3 , pp. 183-194
    • Clausi, D.A.1
  • 13
    • 1242331304 scopus 로고    scopus 로고
    • Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery
    • Clausi D A, Yue B. 2004. Comparing cooccurrence probabilities and Markov random fields for texture analysis of SAR sea ice imagery. IEEE Transactions on Geoscience and Remote Sensing, 42(1): 215–228
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , Issue.1 , pp. 215-228
    • Clausi, D.A.1    Yue, B.2
  • 14
    • 84875619552 scopus 로고    scopus 로고
    • Objective quality assessment of image fusion
    • Gao Shaoshu, Jin Weiqi, Wang Lingxue, et al. 2011. Objective quality assessment of image fusion. Journal of Applied Optics (in Chinese), 32(4): 671–677
    • (2011) Journal of Applied Optics (in Chinese) , vol.32 , Issue.4 , pp. 671-677
    • Gao, S.1    Jin, W.2    Wang, L.3
  • 15
    • 84925006259 scopus 로고    scopus 로고
    • Digital Image Processing (Second Edition). America: Prentice Hall, Englewood Cliffs
    • Gonzalez R C, Woods R E. 2002. Digital Image Processing (Second Edition). America: Prentice Hall, Englewood Cliffs, 756
    • (2002) 756
    • Gonzalez, R.C.1    Woods, R.E.2
  • 16
    • 84881604109 scopus 로고    scopus 로고
    • Spatial distribution characteristics of sea-ice-hazard risk in Bohai, China
    • Gu Wei, Liu Chengyu, Yuan Shuai, et al. 2013. Spatial distribution characteristics of sea-ice-hazard risk in Bohai, China. Annals of Glaciology, 54(62): 73–79
    • (2013) Annals of Glaciology , vol.54 , Issue.62 , pp. 73-79
    • Gu, W.1    Liu, C.2    Yuan, S.3
  • 17
    • 0032667481 scopus 로고    scopus 로고
    • Information fusion for estimation of summer MIZ ice concentration from SAR imagery
    • Haverkamp D, Tsatsoulis C. 1999. Information fusion for estimation of summer MIZ ice concentration from SAR imagery. IEEE Transactions on Geoscience and Remote Sensing, 37(3): 1279–1291
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.37 , Issue.3 , pp. 1279-1291
    • Haverkamp, D.1    Tsatsoulis, C.2
  • 18
    • 70350564074 scopus 로고    scopus 로고
    • A wavelet and IHS integration method to fuse high resolution SAR with moderate resolution multispectral images
    • Hong Gang, Zhang Yun, Mercer B. 2009. A wavelet and IHS integration method to fuse high resolution SAR with moderate resolution multispectral images. Photogrammetric Engineering & Remote Sensing, 75(10): 1213–1223
    • (2009) Photogrammetric Engineering & Remote Sensing , vol.75 , Issue.10 , pp. 1213-1223
    • Hong, G.1    Zhang, Y.2    Mercer, B.3
  • 19
  • 20
    • 84855465505 scopus 로고    scopus 로고
    • Characterization of Arctic sea ice thickness using high-resolution spaceborne polarimetric SAR data
    • Kim J W, Kim D J, Hwang B J. 2012. Characterization of Arctic sea ice thickness using high-resolution spaceborne polarimetric SAR data. IEEE Transactions on Geoscience and Remote Sensing, 50(1): 13–22
    • (2012) IEEE Transactions on Geoscience and Remote Sensing , vol.50 , Issue.1 , pp. 13-22
    • Kim, J.W.1    Kim, D.J.2    Hwang, B.J.3
  • 21
    • 84859161922 scopus 로고    scopus 로고
    • High resolution TerraSAR-X image speckle suppression and its fusion with multispectral IRS LISSIII data for Himalayan glacier feature extraction
    • Kumar V, Venkataraman G. 2012. High resolution TerraSAR-X image speckle suppression and its fusion with multispectral IRS LISSIII data for Himalayan glacier feature extraction. Journal of the Indian Society of Remote Sensing, 40(2): 325–334
    • (2012) Journal of the Indian Society of Remote Sensing , vol.40 , Issue.2 , pp. 325-334
    • Kumar, V.1    Venkataraman, G.2
  • 22
    • 84887065348 scopus 로고    scopus 로고
    • Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction
    • Licciardi G A, Khan M M, Chanussot J, et al. 2012. Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction. EURASIP Journal on Advances in Signal Processing, 2012(1): 207
    • (2012) EURASIP Journal on Advances in Signal Processing , vol.2012 , Issue.1 , pp. 207
    • Licciardi, G.A.1    Khan, M.M.2    Chanussot, J.3
  • 23
    • 0033562263 scopus 로고    scopus 로고
    • Arctic sea ice drift from wavelet analysis of NSCAT and special sensor microwave imager data
    • Liu A K, Zhao Yunhe, Wu S Y. 1999. Arctic sea ice drift from wavelet analysis of NSCAT and special sensor microwave imager data. Journal of Geophysical Research, 104(C5): 11529–11538
    • (1999) Journal of Geophysical Research , vol.104 , Issue.C5 , pp. 11529-11538
    • Liu, A.K.1    Zhao, Y.2    Wu, S.Y.3
  • 24
    • 84881560992 scopus 로고    scopus 로고
    • Spatio-temporal characteristics of the sea-ice volume of the Bohai Sea, China, in winter 2009/10
    • Liu Chengyu, Gu Wei, Chao Jinlong, et al. 2013. Spatio-temporal characteristics of the sea-ice volume of the Bohai Sea, China, in winter 2009/10. Annals of Glaciology, 54(62): 97–104
    • (2013) Annals of Glaciology , vol.54 , Issue.62 , pp. 97-104
    • Liu, C.1    Gu, W.2    Chao, J.3
  • 25
    • 84925013736 scopus 로고    scopus 로고
    • The research on the object-based method of sea ice classification of high-resolution quad-polarization SAR data
    • Liu Meijie, Dai Yongshou, Zhang Jie, et al. 2013. The research on the object-based method of sea ice classification of high-resolution quad-polarization SAR data. Haiyang Xuebao (in Chinese), 35(4): 80–87
    • (2013) Haiyang Xuebao (in Chinese) , vol.35 , Issue.4 , pp. 80-87
    • Liu, M.1    Dai, Y.2    Zhang, J.3
  • 26
    • 3142763183 scopus 로고    scopus 로고
    • Application of the HY-1 satellite to sea ice monitoring and forecasting
    • Luo Yawei, Wu Huiding, Zhang Yunfei, et al. 2004. Application of the HY-1 satellite to sea ice monitoring and forecasting. Acta Oceanologica Sinica, 23(2): 251–266
    • (2004) Acta Oceanologica Sinica , vol.23 , Issue.2 , pp. 251-266
    • Luo, Y.1    Wu, H.2    Zhang, Y.3
  • 27
    • 0034229412 scopus 로고    scopus 로고
    • A data fusion algorithm for mapping sea-ice concentrations from Special Sensor Microwave/Imager data
    • Partington K C. 2000. A data fusion algorithm for mapping sea-ice concentrations from Special Sensor Microwave/Imager data. IEEE Transactions on Geoscience and Remote Sensing, 38(4): 1947–1958
    • (2000) IEEE Transactions on Geoscience and Remote Sensing , vol.38 , Issue.4 , pp. 1947-1958
    • Partington, K.C.1
  • 28
    • 0032030026 scopus 로고    scopus 로고
    • Review article multisensor image fusion in remote sensing: concepts, methods and applications
    • Pohl C, van Genderen J L. 1998. Review article multisensor image fusion in remote sensing: concepts, methods and applications. International Journal of Remote Sensing, 19(5): 823–854
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.5 , pp. 823-854
    • Pohl, C.1    van Genderen, J.L.2
  • 29
    • 84862791311 scopus 로고    scopus 로고
    • Sea ice properties in the Bohai Sea measured by MODIS-Aqua: 1. satellite algorithm development
    • Shi Wei, Wang Menghua. 2012a. Sea ice properties in the Bohai Sea measured by MODIS-Aqua: 1. satellite algorithm development. Journal of Marine Systems, 95: 32–40
    • (2012) Journal of Marine Systems , vol.95 , pp. 32-40
    • Shi, W.1    Wang, M.2
  • 30
    • 84862796633 scopus 로고    scopus 로고
    • Sea ice properties in the Bohai Sea measured by MODIS-Aqua: 2. study of sea ice seasonal and interannual variability
    • Shi Wei, Wang Menghua. 2012b. Sea ice properties in the Bohai Sea measured by MODIS-Aqua: 2. study of sea ice seasonal and interannual variability. Journal of Marine Systems, 95: 41–49
    • (2012) Journal of Marine Systems , vol.95 , pp. 41-49
    • Shi, W.1    Wang, M.2
  • 33
    • 84868017030 scopus 로고    scopus 로고
    • Su Hua, Wang Yunpeng. 2012. Using MODIS data to estimate sea ice thickness in the Bohai Sea (China) in the 2009–2010 winter. Journal of Geophysical Research, 117(C10)
    • (2012) Journal of Geophysical Research , vol.117 , Issue.C10
  • 34
    • 84855213702 scopus 로고    scopus 로고
    • Monitoring the spatiotemporal evolution of sea ice in the Bohai Sea in the 2009–2010 winter combining MODIS and meteorological data
    • Su Hua, Wang Yunpeng, Yang Jingxue. 2012. Monitoring the spatiotemporal evolution of sea ice in the Bohai Sea in the 2009–2010 winter combining MODIS and meteorological data. Estuaries and Coasts, 35(1): 281–291
    • (2012) Estuaries and Coasts , vol.35 , Issue.1 , pp. 281-291
    • Su, H.1    Wang, Y.2    Yang, J.3
  • 38
    • 0031869425 scopus 로고    scopus 로고
    • Numerical sea ice prediction in China
    • Wu Huiding, Bai Shan, Zhang Zhanhai. 1998. Numerical sea ice prediction in China. Acta Oceanologica Sinica, 17(2): 167–185
    • (1998) Acta Oceanologica Sinica , vol.17 , Issue.2 , pp. 167-185
    • Wu, H.1    Bai, S.2    Zhang, Z.3
  • 39
    • 71049144153 scopus 로고    scopus 로고
    • Sea ice remote sensing image data fusion based on Multi-Resolution Technique by wavelet transform
    • Wu Kuiqiao, Wang Hu, Huang Runheng, et al. 2001. Sea ice remote sensing image data fusion based on Multi-Resolution Technique by wavelet transform. Journal of Remote Sensing (in Chinese), 5(2): 130–134
    • (2001) Journal of Remote Sensing (in Chinese) , vol.5 , Issue.2 , pp. 130-134
    • Wu, K.1    Wang, H.2    Huang, R.3
  • 40
    • 71549167250 scopus 로고    scopus 로고
    • Application of Matlab in remote sensing image fusion algorithm and quality evaluation
    • Xu Shengxiang, Xu Yunqing. 2007. Application of Matlab in remote sensing image fusion algorithm and quality evaluation. Computer Systems & Applications (in Chinese), 11: 91–94
    • (2007) Computer Systems & Applications (in Chinese) , vol.11 , pp. 91-94
    • Xu, S.1    Xu, Y.2
  • 41
    • 84863708068 scopus 로고    scopus 로고
    • The estimate of sea ice resources quantity in the Bohai Sea based on NOAA/AVHRR data
    • Yuan Shuai, Gu Wei, Xu Yingjun, et al. 2012. The estimate of sea ice resources quantity in the Bohai Sea based on NOAA/AVHRR data. Acta Oceanologica Sinica, 31(1): 33–40
    • (2012) Acta Oceanologica Sinica , vol.31 , Issue.1 , pp. 33-40
    • Yuan, S.1    Gu, W.2    Xu, Y.3
  • 43
    • 33748668284 scopus 로고    scopus 로고
    • Technical foundation research on high resolution remote sensing system of China’s coastal zone
    • Yang Xiaomei, Lan Rongqin, Du Yunyan, et al. 2004. Technical foundation research on high resolution remote sensing system of China’s coastal zone. Acta Oceanologica Sinica, 23(1):109–118
    • (2004) Acta Oceanologica Sinica , vol.23 , Issue.1 , pp. 109-118
    • Yang, X.1    Lan, R.2    Du, Y.3
  • 44
    • 84865675657 scopus 로고    scopus 로고
    • Pixel level fusion for multiple SAR images using PCA and wavelet transform
    • IEEE, China:
    • Yue Jin, Yang Ruliang, Huan Ruohong. 2006. Pixel level fusion for multiple SAR images using PCA and wavelet transform. In: International Conference on Radar, CIE’ 06. Shanghai, China: IEEE, 1–4
    • (2006) International Conference on Radar, CIE’ 06. Shanghai , pp. 1-4
    • Yue, J.1    Yang, R.2    Huan, R.3
  • 45
    • 70350273314 scopus 로고
    • Sea ice disasters and defence measures taken in China
    • Zhang Fangjian. 1994. Sea ice disasters and defence measures taken in China. Marine Science Bulletin (in Chinese), 13(5): 75–83
    • (1994) Marine Science Bulletin (in Chinese) , vol.13 , Issue.5 , pp. 75-83
    • Zhang, F.1
  • 46
    • 34248229802 scopus 로고    scopus 로고
    • Arctic sea-ice motion and its relation to pressure field
    • Zhao Yunhe, Liu A K. 2007. Arctic sea-ice motion and its relation to pressure field. Journal of Oceanography, 63(3): 505–515
    • (2007) Journal of Oceanography , vol.63 , Issue.3 , pp. 505-515
    • Zhao, Y.1    Liu, A.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.