메뉴 건너뛰기




Volumn 46, Issue 8, 2008, Pages 2407-2417

Improvement of target detection methods by multiway filtering

Author keywords

Hyperspectral images (HSIs); Multilinear algebra; Multiway filtering; Target detection

Indexed keywords

ALGEBRA; CURVE FITTING; DATA STORAGE EQUIPMENT; ESTIMATION; FIR FILTERS; IMAGE ENHANCEMENT; LEAST SQUARES APPROXIMATIONS; PATTERN MATCHING; SIGNAL DETECTION; TARGET TRACKING; TREES (MATHEMATICS);

EID: 48849090040     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2008.918419     Document Type: Article
Times cited : (68)

References (45)
  • 1
    • 0028518145 scopus 로고
    • Airborne hyperspectral sensor systems
    • Oct
    • R. Birk and T. McCord, "Airborne hyperspectral sensor systems," IEEE Aerosp. Electron. Syst. Mag., vol. 9, no. 10, pp. 26-33, Oct. 1994.
    • (1994) IEEE Aerosp. Electron. Syst. Mag , vol.9 , Issue.10 , pp. 26-33
    • Birk, R.1    McCord, T.2
  • 2
    • 0042733579 scopus 로고    scopus 로고
    • On-orbit radiometric and spectral calibration characteristics of EO-1 Hyperion derived with an under-flight of AVIRIS and in situ measurements at Salar de Arizaro, Argentina
    • Jun
    • R. Green, B. Pavri, and T. Chrien, "On-orbit radiometric and spectral calibration characteristics of EO-1 Hyperion derived with an under-flight of AVIRIS and in situ measurements at Salar de Arizaro, Argentina," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 6, pp. 1194-1203, Jun. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , Issue.6 , pp. 1194-1203
    • Green, R.1    Pavri, B.2    Chrien, T.3
  • 3
    • 4544235337 scopus 로고    scopus 로고
    • A methodology for retrieval of environmental noise equivalent spectra applied to four Hyperion scenes of the same tropical coral reef
    • Oct
    • M. Wettle, V. Brando, and A. Dekker, "A methodology for retrieval of environmental noise equivalent spectra applied to four Hyperion scenes of the same tropical coral reef," Remote Sens. Environ., vol. 93, no. 1/2, pp. 188-197, Oct. 2004.
    • (2004) Remote Sens. Environ , vol.93 , Issue.1-2 , pp. 188-197
    • Wettle, M.1    Brando, V.2    Dekker, A.3
  • 4
    • 34547448589 scopus 로고    scopus 로고
    • Assessing noise amplitude in remotely sensed images using bit-plane and scatterplot approaches
    • Aug
    • A. Barducci, D. Guzzi, P. Marcoionni, and I. Pippi, "Assessing noise amplitude in remotely sensed images using bit-plane and scatterplot approaches," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 8, pp. 2665-2675, Aug. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.8 , pp. 2665-2675
    • Barducci, A.1    Guzzi, D.2    Marcoionni, P.3    Pippi, I.4
  • 6
    • 0027627788 scopus 로고
    • Estimation of noise in image: An evaluation
    • Jul
    • S. Oslen, "Estimation of noise in image: An evaluation," Graph. Models Image Process., vol. 55, no. 4, pp. 319-323, Jul. 1993.
    • (1993) Graph. Models Image Process , vol.55 , Issue.4 , pp. 319-323
    • Oslen, S.1
  • 7
    • 0023854011 scopus 로고
    • A transformation for ordering multispectral data in terms of image quality with implications for noise removal
    • Jan
    • A. Green and M. C. M. Berman, "A transformation for ordering multispectral data in terms of image quality with implications for noise removal," IEEE Trans. Geosci. Remote Sens., vol. 26, no. 1, pp. 65-74, Jan. 1988.
    • (1988) IEEE Trans. Geosci. Remote Sens , vol.26 , Issue.1 , pp. 65-74
    • Green, A.1    Berman, M.C.M.2
  • 8
    • 0037455724 scopus 로고    scopus 로고
    • Noise estimation in remote sensing imagery using data masking
    • Feb
    • B. Corner, R. Narayanan, and S. Reichenbach, "Noise estimation in remote sensing imagery using data masking," Int. J. Remote Sens., vol. 24, no. 4, pp. 689-702, Feb. 2003.
    • (2003) Int. J. Remote Sens , vol.24 , Issue.4 , pp. 689-702
    • Corner, B.1    Narayanan, R.2    Reichenbach, S.3
  • 9
    • 33748648069 scopus 로고    scopus 로고
    • Hyperspectral imaging system modeling
    • J. Kerekes and J. Baum, "Hyperspectral imaging system modeling," Lincoln Lab. J., vol. 14, no. 1, pp. 117-124, 2003.
    • (2003) Lincoln Lab. J , vol.14 , Issue.1 , pp. 117-124
    • Kerekes, J.1    Baum, J.2
  • 10
    • 14644419043 scopus 로고    scopus 로고
    • Full-spectrum spectral imaging system analytical model
    • Mar
    • J. Kerekes and J. Baum, "Full-spectrum spectral imaging system analytical model," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 571-580, Mar. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens , vol.43 , Issue.3 , pp. 571-580
    • Kerekes, J.1    Baum, J.2
  • 11
    • 27744549755 scopus 로고    scopus 로고
    • Quality criteria benchmark for hyperspectral imagery
    • Mar
    • E. Christophe, D. Leger, and C. Mailhes, "Quality criteria benchmark for hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 571-580, Mar. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens , vol.43 , Issue.3 , pp. 571-580
    • Christophe, E.1    Leger, D.2    Mailhes, C.3
  • 12
    • 33747176570 scopus 로고    scopus 로고
    • Noise modelling and estimation of hyperspectral data from airborne imaging spectrometers
    • Feb
    • B. Aiazzi, L. Alparone, A. Barducci, S. Baronti, P. Marcoinni, I. Pippi, and M. Selva, "Noise modelling and estimation of hyperspectral data from airborne imaging spectrometers," Ann. Geophys., vol. 49, no. 1, pp. 1-9, Feb. 2006.
    • (2006) Ann. Geophys , vol.49 , Issue.1 , pp. 1-9
    • Aiazzi, B.1    Alparone, L.2    Barducci, A.3    Baronti, S.4    Marcoinni, P.5    Pippi, I.6    Selva, M.7
  • 13
    • 0032667513 scopus 로고    scopus 로고
    • A denoising approach to multichannel signal estimation
    • Phoenix, AZ, Mar
    • A. Rao and D. Jones, "A denoising approach to multichannel signal estimation," in Proc. IEEE ICASSP, Phoenix, AZ, Mar. 1999, vol. 5, pp. 2869-2872.
    • (1999) Proc. IEEE ICASSP , vol.5 , pp. 2869-2872
    • Rao, A.1    Jones, D.2
  • 14
    • 4644228522 scopus 로고    scopus 로고
    • An extended sure approach for multicomponent image denoising
    • May
    • A. Benazza-Benyahia and J. Pesquet, "An extended sure approach for multicomponent image denoising," in Proc. IEEE ICASSP, May 2004, vol. 2, pp. 945-948.
    • (2004) Proc. IEEE ICASSP , vol.2 , pp. 945-948
    • Benazza-Benyahia, A.1    Pesquet, J.2
  • 15
    • 31344444452 scopus 로고    scopus 로고
    • Noise reduction of hyperspectral imagery using hybrid spatial-spectral derivative-domain wavelet skrinkage
    • Feb
    • H. Othman and S. Qian, "Noise reduction of hyperspectral imagery using hybrid spatial-spectral derivative-domain wavelet skrinkage," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 2, pp. 397-408, Feb. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens , vol.44 , Issue.2 , pp. 397-408
    • Othman, H.1    Qian, S.2
  • 16
    • 0242542684 scopus 로고    scopus 로고
    • Wavelet-based hyperspectral image estimation
    • Jan
    • I. Atkinson, F. Kalamabadi, and D. Jones, "Wavelet-based hyperspectral image estimation," in Proc. IGARSS, Jan. 2001, vol. 2, pp. 743-745.
    • (2001) Proc. IGARSS , vol.2 , pp. 743-745
    • Atkinson, I.1    Kalamabadi, F.2    Jones, D.3
  • 17
    • 0344704033 scopus 로고    scopus 로고
    • Wavelet-based 2-D multichannel signal estimation
    • Sep
    • I. Atkinson, F. Kamalabadi, A. Satish Mohan, and D. Jones, "Wavelet-based 2-D multichannel signal estimation," in Proc. ICIP, Sep. 2003, vol. 2, pp. 141-144.
    • (2003) Proc. ICIP , vol.2 , pp. 141-144
    • Atkinson, I.1    Kamalabadi, F.2    Satish Mohan, A.3    Jones, D.4
  • 18
    • 33745944718 scopus 로고    scopus 로고
    • Sparse image coding using a 3D non-negative tensor factorization
    • Beijing, China, Oct
    • T. Hazan, S. Polak, and A. Shashua, "Sparse image coding using a 3D non-negative tensor factorization," in Proc. IEEE ICCV, Beijing, China, Oct. 2005, vol. 1, pp. 50-57.
    • (2005) Proc. IEEE ICCV , vol.1 , pp. 50-57
    • Hazan, T.1    Polak, S.2    Shashua, A.3
  • 19
    • 0033906379 scopus 로고    scopus 로고
    • Compression of multispectral images by three-dimensional SPIHT algorithm
    • Jan
    • L. Dragotti, G. Poggi, and A. Ragozini, "Compression of multispectral images by three-dimensional SPIHT algorithm," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 1, pp. 416-428, Jan. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , Issue.1 , pp. 416-428
    • Dragotti, L.1    Poggi, G.2    Ragozini, A.3
  • 21
    • 0033189658 scopus 로고    scopus 로고
    • Lossless compression of multi/hyper-spectral imagery based on a 3-D fuzzy prediction
    • Sep
    • B. Aiazzi, L. Alparone, and S. Baronti, "Lossless compression of multi/hyper-spectral imagery based on a 3-D fuzzy prediction," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 5, pp. 2287-2294, Sep. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.5 , pp. 2287-2294
    • Aiazzi, B.1    Alparone, L.2    Baronti, S.3
  • 22
    • 34247544326 scopus 로고    scopus 로고
    • Transform coding techniques for lossy hyperspectral data compression
    • May
    • B. Penna, T. Tillo, E. Magli, and G. Olmo, "Transform coding techniques for lossy hyperspectral data compression," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1408-1421, May 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.5 , pp. 1408-1421
    • Penna, B.1    Tillo, T.2    Magli, E.3    Olmo, G.4
  • 23
    • 38349194461 scopus 로고    scopus 로고
    • Nonorthogonal tensor matricization for hyperspectral image filtering
    • Jan
    • D. Letexier, S. Bourennane, and J. Blanc-Talon, "Nonorthogonal tensor matricization for hyperspectral image filtering," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 1, pp. 3-7, Jan. 2008.
    • (2008) IEEE Geosci. Remote Sens. Lett , vol.5 , Issue.1 , pp. 3-7
    • Letexier, D.1    Bourennane, S.2    Blanc-Talon, J.3
  • 24
    • 48849103262 scopus 로고    scopus 로고
    • Denoising and dimensionality reduction using multilinear tools for hyperspectral images
    • Apr, DOI :10.1109/LGRS.2008.915736
    • N. Renard, S. Bourennane, and J. Blanc-Talon, "Denoising and dimensionality reduction using multilinear tools for hyperspectral images," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 2, pp. 138-142, Apr. 2008. DOI :10.1109/LGRS.2008.915736.
    • (2008) IEEE Geosci. Remote Sens. Lett , vol.5 , Issue.2 , pp. 138-142
    • Renard, N.1    Bourennane, S.2    Blanc-Talon, J.3
  • 25
    • 27744544315 scopus 로고    scopus 로고
    • Multidimensional filtering based on a tensor approach
    • Dec
    • D. Muti and S. Bourennane, "Multidimensional filtering based on a tensor approach," Signal Process., vol. 85, no. 12, pp. 2338-2353, Dec. 2005.
    • (2005) Signal Process , vol.85 , Issue.12 , pp. 2338-2353
    • Muti, D.1    Bourennane, S.2
  • 26
    • 22944438747 scopus 로고    scopus 로고
    • Multiway filtering based on fourth order cumulants
    • May
    • D. Muti and S. Bourennane, "Multiway filtering based on fourth order cumulants," Appl. Signal Process., vol. 2005, no. 7, pp. 1147-1159, May 2005.
    • (2005) Appl. Signal Process , vol.2005 , Issue.7 , pp. 1147-1159
    • Muti, D.1    Bourennane, S.2
  • 27
    • 33750146454 scopus 로고    scopus 로고
    • Survey on tensor signal algebraic filtering
    • Feb
    • D. Muti and S. Bourennane, "Survey on tensor signal algebraic filtering," Signal Process., vol. 87, no. 2, pp. 237-249, Feb. 2007.
    • (2007) Signal Process , vol.87 , Issue.2 , pp. 237-249
    • Muti, D.1    Bourennane, S.2
  • 29
    • 0034144758 scopus 로고    scopus 로고
    • A multilinear singular value decomposition
    • Mar.-May
    • L. De Lathauwer, B. De Moor, and J. Vandewalle, "A multilinear singular value decomposition," SIAM J. Matrix Anal. Appl., vol. 21, no. 4, pp. 1253-1278, Mar.-May 2000.
    • (2000) SIAM J. Matrix Anal. Appl , vol.21 , Issue.4 , pp. 1253-1278
    • De Lathauwer, L.1    De Moor, B.2    Vandewalle, J.3
  • 30
    • 0003450304 scopus 로고    scopus 로고
    • Signal processing based on multilinear algebra,
    • Ph.D. dissertation, E.E. Dept, ESAT, K.U. Leuven, Leuven, Belgium, Sep
    • L. De Lathauwer, "Signal processing based on multilinear algebra," Ph.D. dissertation, E.E. Dept. (ESAT), K.U. Leuven, Leuven, Belgium, Sep. 1997.
    • (1997)
    • De Lathauwer, L.1
  • 32
    • 0000311581 scopus 로고
    • Some additional results on principal component analysis of three-mode data by means of alternating least square algorithms
    • Jun
    • J. Ten Berge, P. Kroonenberg, and J. De Leeuw, "Some additional results on principal component analysis of three-mode data by means of alternating least square algorithms," Psychometrika, vol. 52, no. 2, pp. 183-191, Jun. 1987.
    • (1987) Psychometrika , vol.52 , Issue.2 , pp. 183-191
    • Ten Berge, J.1    Kroonenberg, P.2    De Leeuw, J.3
  • 33
    • 0021892197 scopus 로고
    • Detection of signals information theoretic criteria
    • Apr
    • M. Wax and T. Kailath, "Detection of signals information theoretic criteria," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-33, no. 2, pp. 387-392, Apr. 1985.
    • (1985) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-33 , Issue.2 , pp. 387-392
    • Wax, M.1    Kailath, T.2
  • 34
    • 85076795223 scopus 로고
    • HYDICE system: Implementation and performance
    • Orlando, FL, Apr
    • R. Basedow, D. Carmer, and M. Anderson, "HYDICE system: Implementation and performance," in Proc. SPIE, Orlando, FL, Apr. 1995, vol. 2480, pp. 416-428.
    • (1995) Proc. SPIE , vol.2480 , pp. 416-428
    • Basedow, R.1    Carmer, D.2    Anderson, M.3
  • 35
    • 48849103453 scopus 로고
    • Analysis of Hydice noise characteristics and their impact on subpixel object detection
    • Orlando, FL, Apr
    • M. Nischan, J. Kerekes, and J. Baum, "Analysis of Hydice noise characteristics and their impact on subpixel object detection," in Proc. SPIE, Orlando, FL, Apr. 1995, vol. 2480, pp. 416-428.
    • (1995) Proc. SPIE , vol.2480 , pp. 416-428
    • Nischan, M.1    Kerekes, J.2    Baum, J.3
  • 37
    • 27644499228 scopus 로고    scopus 로고
    • On the impact of covariance contamination for adaptive detection in hyperspectral imaging
    • Sep
    • M. Farrell and R. Mersereau, "On the impact of covariance contamination for adaptive detection in hyperspectral imaging," IEEE Signal Process. Lett., vol. 12, no. 9, pp. 649-652, Sep. 2005.
    • (2005) IEEE Signal Process. Lett , vol.12 , Issue.9 , pp. 649-652
    • Farrell, M.1    Mersereau, R.2
  • 38
    • 13244255508 scopus 로고    scopus 로고
    • The adaptive coherence estimator: A uniformly most-powerful-invariant adaptive detection statistic
    • Feb
    • S. Kraut, L. Scharf, and R. Butler, "The adaptive coherence estimator: A uniformly most-powerful-invariant adaptive detection statistic," IEEE Trans. Signal Process., vol. 53, no. 2, pp. 427-438, Feb. 2005.
    • (2005) IEEE Trans. Signal Process , vol.53 , Issue.2 , pp. 427-438
    • Kraut, S.1    Scharf, L.2    Butler, R.3
  • 39
    • 85032751277 scopus 로고    scopus 로고
    • Detection algorithms for hyperspectral imaging applications
    • Jan
    • D. Manolakis and G. Shaw, "Detection algorithms for hyperspectral imaging applications," IEEE Signal Process. Mag., vol. 19, no. 1, pp. 29-43, Jan. 2002.
    • (2002) IEEE Signal Process. Mag , vol.19 , Issue.1 , pp. 29-43
    • Manolakis, D.1    Shaw, G.2
  • 42
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • May
    • D. Donoho, "De-noising by soft-thresholding," IEEE Trans. Inf. Theory, vol. 41, no. 3, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , Issue.3 , pp. 613-627
    • Donoho, D.1
  • 43
    • 0034258869 scopus 로고    scopus 로고
    • Adaptive wavelet thresholding for image denoising and compression
    • Sep
    • S. Chang, B. Yu, and M. Vetterli, "Adaptive wavelet thresholding for image denoising and compression," IEEE Trans. Image Process., vol. 9, no. 9, pp. 1532-1546, Sep. 2000.
    • (2000) IEEE Trans. Image Process , vol.9 , Issue.9 , pp. 1532-1546
    • Chang, S.1    Yu, B.2    Vetterli, M.3
  • 44
    • 0030214118 scopus 로고    scopus 로고
    • Time-invariant orthogonal wavelet representations
    • Aug
    • J. Pesquet, H. Krim, and H. Carfantan, "Time-invariant orthogonal wavelet representations," IEEE Trans. Signal Process., vol. 44, no. 8, pp. 1964-1970, Aug. 1996.
    • (1996) IEEE Trans. Signal Process , vol.44 , Issue.8 , pp. 1964-1970
    • Pesquet, J.1    Krim, H.2    Carfantan, H.3
  • 45
    • 27844593728 scopus 로고    scopus 로고
    • Spectral linear mixing model in low spatial resolution image data
    • Nov
    • V. Haertel and Y. Shimabukuro, "Spectral linear mixing model in low spatial resolution image data," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 11, pp. 2555-2562, Nov. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens , vol.43 , Issue.11 , pp. 2555-2562
    • Haertel, V.1    Shimabukuro, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.