-
1
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
DOI 10.1109/TSP.2006.881199
-
Aharon, M., M. Elad, & A. Bruckstein (2006), K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation, IEEE Trans. Signal Process., 54(11), 4311-4322. (Pubitemid 44637761)
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
2
-
-
33747138602
-
Modulation of homogeneous space-time rainfall cascades to account for orographic influences
-
Badas, M. G., R. Deidda, & E. Piga (2006), Modulation of homogeneous space-time rainfall cascades to account for orographic influences, Nat. Hazards Earth Syst. Sci., 6, 427-437, doi:10.5194/nhess-6-427-2006. (Pubitemid 44222006)
-
(2006)
Natural Hazards and Earth System Science
, vol.6
, Issue.3
, pp. 427-437
-
-
Badas, M.G.1
Deidda, R.2
Piga, E.3
-
3
-
-
0032131292
-
Atomic decomposition by basis pursuit
-
PII S1064827596304010
-
Chen, S. S.,D. L. Donoho, & M. A. Saunders (1999), Atomic decomposition by basis pursuit, SIAM J. Sci. Comput., 20, 33-61. (Pubitemid 128689501)
-
(1998)
SIAM Journal of Scientific Computing
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.S.1
Donoho, D.L.2
Saunders, M.A.3
-
4
-
-
0000364765
-
Robust modeling with erratic data
-
Claerbout, J. F., & F. Muir (1973), Robust modeling with erratic data, Geophysics, 38, 826-844.
-
(1973)
Geophysics
, vol.38
, pp. 826-844
-
-
Claerbout, J.F.1
Muir, F.2
-
5
-
-
0033836682
-
Rainfall downscaling in a space-time multifractal framework
-
doi:10.1029/2000WR900038
-
Deidda, R. (2000), Rainfall downscaling in a space-time multifractal framework, Water Resour. Res., 36(7), 1779-1784, doi:10.1029/2000WR900038
-
(2000)
Water Resour. Res.
, vol.36
, Issue.7
, pp. 1779-1784
-
-
Deidda, R.1
-
6
-
-
0029307534
-
De-noising by soft-thresholding
-
Donoho, D. L. (1995), De-noising by soft-thresholding, IEEE Trans. Inf. Theory, 41(3), 613-627.
-
(1995)
IEEE Trans. Inf. Theory
, vol.41
, Issue.3
, pp. 613-627
-
-
Donoho, D.L.1
-
7
-
-
0001616908
-
Uncertainty principles and signal recovery
-
Donoho, D. L., & P. B. Stark (1989), Uncertainty principles and signal recovery, SIAM J. Appl. Math., 49, 906-931.
-
(1989)
SIAM J. Appl. Math.
, vol.49
, pp. 906-931
-
-
Donoho, D.L.1
Stark, P.B.2
-
8
-
-
79960918504
-
Statistics of precipitation reflectivity images and cascade of Gaussian scale mixtures in the wavelet domain: A formalism for reproducing extremes and coherent multiscale structures
-
doi:10.1029/2010JD015177
-
Ebtehaj, A. M., & E. Foufoula-Georgiou (2011a), Statistics of precipitation reflectivity images and cascade of Gaussian scale mixtures in the wavelet domain: A formalism for reproducing extremes and coherent multiscale structures, J. Geophys. Res., 116, D14110, doi:10.1029/2010JD015177.
-
(2011)
J. Geophys. Res.
, vol.116
-
-
Ebtehaj, A.M.1
Foufoula-Georgiou, E.2
-
9
-
-
81755180762
-
Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain
-
doi:10.1029/2011JD016219
-
Ebtehaj, A. M., & E. Foufoula-Georgiou (2011b), Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain, J. Geophys. Res., 116, D22110, doi:10.1029/2011JD016219.
-
(2011)
J. Geophys. Res.
, vol.116
-
-
Ebtehaj, A.M.1
Foufoula-Georgiou, E.2
-
11
-
-
84992738654
-
Method of optimal directions for frame design
-
Phoenix, Ariz
-
Engan, K., S. O. Aase, & J. H. Husøy (1999), Method of optimal directions for frame design, paper presented at ICASSP 99, IEEE, Phoenix, Ariz.
-
(1999)
ICASSP 99, IEEE
-
-
Engan, K.1
Aase, S.O.2
Husøy, J.H.3
-
12
-
-
37849188832
-
Family of iterative LS-based dictionary learning algorithms, ILS-DLA, for sparse signal representation
-
DOI 10.1016/j.dsp.2006.02.002, PII S105120040600025X
-
Engan, K., K. Skretting, & J. H. Husøy (2007), A family of iterative LSbased dictionary learning algorithms, ILS-DLA, for sparse signal representation, Digital Signal Process., 17, 32-49. (Pubitemid 44828547)
-
(2007)
Digital Signal Processing: A Review Journal
, vol.17
, Issue.1
, pp. 32-49
-
-
Engan, K.1
Skretting, K.2
Husoy, J.H.3
-
13
-
-
1242322105
-
A comparison of stochastic models for spatial rainfall downscaling
-
doi:10.1029/2003WR002504
-
Ferraris, L., S. Gabellani, N. Rebora, & A. Provenzale (2003), A comparison of stochastic models for spatial rainfall downscaling, Water Resour. Res., 39(12), 1368, doi:10.1029/2003WR002504.
-
(2003)
Water Resour. Res.
, vol.39
, Issue.12
, pp. 1368
-
-
Ferraris, L.1
Gabellani, S.2
Rebora, N.3
Provenzale, A.4
-
14
-
-
0027456173
-
A statistical analysis of mesoscale rainfall as a random cascade
-
Gupta, V. K., & E. C. Waymire (1993), A statistical analysis of mesoscale rainfall as a random cascade, J. Appl. Meteorol., 32, 251-267. (Pubitemid 23381911)
-
(1993)
Journal of Applied Meteorology
, vol.32
, Issue.2
, pp. 251-267
-
-
Gupta, V.K.1
Waymire, E.C.2
-
15
-
-
0001351653
-
Hydrologic and atmospheric models: The (continuing) problem of discordant scales
-
Hostetler, S. (1994), Hydrologic and atmospheric models: The (continuing) problem of discordant scales, Clim. Change, 27(4), 345-350.
-
(1994)
Clim. Change
, vol.27
, Issue.4
, pp. 345-350
-
-
Hostetler, S.1
-
16
-
-
39449109476
-
An interior-point method for large-scale 1-regularized least squares
-
DOI 10.1109/JSTSP.2007.910971
-
Kim, S. J., K. Koh, M. Lustig, S. Boyd, & D. Gorinevsky (2007), An interior-point method for large-scale l1-regularized least squares, Select. Top. IEEE Trans. Signal Process. 1(4), 606-617. (Pubitemid 351266626)
-
(2007)
IEEE Journal on Selected Topics in Signal Processing
, vol.1
, Issue.4
, pp. 606-617
-
-
Kim, S.-J.1
Koh, K.2
Lustig, M.3
Boyd, S.4
Gorinevsky, D.5
-
17
-
-
0034133184
-
Learning overcomplete representations
-
Lewicki, M. S., & T. J. Sejnowski (2000), Learning overcomplete representations, Neur. Comput., 12, 337-365
-
(2000)
Neur. Comput.
, vol.12
, pp. 337-365
-
-
Lewicki, M.S.1
Sejnowski, T.J.2
-
19
-
-
0022173633
-
Fractal properties of rain and a fractal model
-
doi:10.1111/j.1600-0870.1985.tb00423.x
-
Lovejoy, S., & B. Mandelbrot (1985), Fractal properties of rain and a fractal model, Tellus, Ser. A, 37, 209-232, doi:10.1111/j.1600-0870.1985. tb00423.x.
-
(1985)
Tellus, Ser. A
, vol.37
, pp. 209-232
-
-
Lovejoy, S.1
Mandelbrot, B.2
-
20
-
-
78049294238
-
Super-resolution with sparse mixing estimators
-
Mallat, S., & G. Yu (2010), Super-resolution with sparse mixing estimators, IEEE Trans. Image Process., 19(11), 2889-2900.
-
(2010)
IEEE Trans. Image Process.
, vol.19
, Issue.11
, pp. 2889-2900
-
-
Mallat, S.1
Yu, G.2
-
21
-
-
0027842081
-
Matching pursuits with time-frequency dictionaries
-
Mallat, S., & Z. Zhang (1993), Matching pursuits with time-frequency dictionaries, IEEE Trans. Signal Process., 41(12), 3397-3415.
-
(1993)
IEEE Trans. Signal Process.
, vol.41
, Issue.12
, pp. 3397-3415
-
-
Mallat, S.1
Zhang, Z.2
-
22
-
-
0030724581
-
Multiscaling properties of rainfall and bounded random cascades
-
Menabde, M., D. Harris, A. Seed, G. Austin, & D. Stow (1997), Multiscaling properties of rainfall and bounded random cascades, Water Resour. Res., 33(12), 2823-2830, doi:10.1029/97WR02006. (Pubitemid 27526639)
-
(1997)
Water Resources Research
, vol.33
, Issue.12
, pp. 2823-2830
-
-
Menabde, M.1
Harris, D.2
Seed, A.3
Austin, G.4
Stow, D.5
-
23
-
-
0001259658
-
The stationary wavelet transform and some statistical applications
-
Nason, G. P., & B. W. Silverman (1995), The stationary wavelet transform and some statistical applications, Lect. Notes Stat., 103, 281-299.
-
(1995)
Lect. Notes Stat.
, vol.103
, pp. 281-299
-
-
Nason, G.P.1
Silverman, B.W.2
-
24
-
-
0035532409
-
Impact of small-scale rainfall variability on larger-scale spatial organization of land-atmosphere fluxes
-
Nykanen, D., E. Foufoula-Georgiou, & W. Lapenta (2001), Impact of small-scale rainfall variability on larger-scale spatial organization of land-atmosphere fluxes, J. Hydrometeorol., 2(2), 105-121.
-
(2001)
J. Hydrometeorol.
, vol.2
, Issue.2
, pp. 105-121
-
-
Nykanen, D.1
Foufoula-Georgiou, E.2
Lapenta, W.3
-
25
-
-
0030408192
-
Model for multiscale disaggregation of spatial rainfall based on coupling meteorological and scaling descriptions
-
347-26, 361, doi:10.1029/96JD01870
-
Perica, S., & E. Foufoula-Georgiou (1996), Model for multiscale disaggregation of spatial rainfall based on coupling meteorological and scaling descriptions, J. Geophys. Res., 101(D21), 26,347-26,361, doi:10.1029/96JD01870.
-
(1996)
J. Geophys. Res.
, vol.101
, Issue.21
, pp. 26
-
-
Perica, S.1
Foufoula-Georgiou, E.2
-
26
-
-
33748926103
-
RainFARM: Rainfall downscaling by a Filtered Autoregressive Model
-
DOI 10.1175/JHM517.1
-
Rebora, N., L. Ferraris, J. von Hardenberg, & A. Provenzale (2006a), RainFARM: Rainfall downscaling by a filtered autoregressive model, J. Hydrometeorol., 7(4), 724-738. (Pubitemid 44430741)
-
(2006)
Journal of Hydrometeorology
, vol.7
, Issue.4
, pp. 724-738
-
-
Rebora, N.1
Ferraris, L.2
Von Hardenberg, J.3
Provenzale, A.4
-
27
-
-
33746030001
-
Rainfall downscaling and flood forecasting: A case study in the Mediterranean area
-
Rebora, N., L. Ferraris, J. von Hardenberg, & A. Provenzale (2006b), Rainfall downscaling and flood forecasting: A case study in the Mediterranean area, Nat. Hazards Earth Syst. Sci., 6, 611-619, doi:10.5194/nhess-6-611-2006 (Pubitemid 44065372)
-
(2006)
Natural Hazards and Earth System Science
, vol.6
, Issue.4
, pp. 611-619
-
-
Rebora, N.1
Ferraris, L.2
Von Hardenberg, J.3
Provenzale, A.4
-
28
-
-
33846338110
-
Effect of spatial distribution of daily rainfall on interior catchment response of a distributed hydrological model
-
Schuurmans, J., & M. Bierkens (2007), Effect of spatial distribution of daily rainfall on interior catchment response of a distributed hydrological model, Hydrol. Earth Syst. Sci., 11, 677-693. (Pubitemid 46134827)
-
(2007)
Hydrology and Earth System Sciences
, vol.11
, Issue.2
, pp. 677-693
-
-
Schuurmans, J.M.1
Bierkens, M.F.P.2
-
29
-
-
4143111417
-
Runoff response to spatial variability in precipitation: An analysis of observed data
-
DOI 10.1016/j.jhydrol.2004.03.039, PII S0022169404002483
-
Smith, M. B., V. I. Koren, Z. Zhang, S. M. Reed, J. J. Pan, & F. Moreda (2004), Runoff response to spatial variability in precipitation: an analysis of observed data, J. Hydrol., 298(1-4), 267-286. (Pubitemid 39103832)
-
(2004)
Journal of Hydrology
, vol.298
, Issue.1-4
, pp. 267-286
-
-
Smith, M.B.1
Koren, V.I.2
Zhang, Z.3
Reed, S.M.4
Pan, J.-J.5
Moreda, F.6
-
30
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996), Regression shrinkage and selection via the lasso, J. R. Stat. Soc., Ser. B., 58(1), 267-288.
-
(1996)
J. R. Stat. Soc., Ser. B.
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
31
-
-
21244502111
-
A new metric for comparing precipitation patterns with an application to ensemble forecasts
-
DOI 10.1029/2004JD005395, D08111
-
Venugopal, V., S. Basu, & E. Foufoula-Georgiou (2005), A new metric for comparing precipitation patterns with application to ensemble forecasts, J. Geophys. Res., 110, D08111, doi:10.1029/2004JD005395. (Pubitemid 40899642)
-
(2005)
Journal of Geophysical Research D: Atmospheres
, vol.110
, Issue.8
, pp. 1-11
-
-
Venugopal, V.1
Basu, S.2
Foufoula-Georgiou, E.3
-
32
-
-
35349022143
-
Controls on runoff generation and scale-dependence in a distributed hydrologic model
-
Vivoni, E., D. Entekhabi, R. Bras, & V. Ivanov (2007), Controls on runoff generation and scale-dependence in a distributed hydrologic model, Hydrol. Earth Syst. Sci., 11(5), 1683-1701. (Pubitemid 47614235)
-
(2007)
Hydrology and Earth System Sciences
, vol.11
, Issue.5
, pp. 1683-1701
-
-
Vivoni, E.R.1
Entekhabi, D.2
Bras, R.L.3
Ivanov, V.Y.4
-
33
-
-
1942436689
-
Image quality assessment: From error visibility to structural similarity
-
Wang, Z., A. C. Bovik, H. R. Sheikh, & E. P. Simoncelli (2004), Image quality assessment: From error visibility to structural similarity, IEEE Trans. Image Process., 13(4), 600-612.
-
(2004)
IEEE Trans. Image Process.
, vol.13
, Issue.4
, pp. 600-612
-
-
Wang, Z.1
Bovik, A.C.2
Sheikh, H.R.3
Simoncelli, E.P.4
-
34
-
-
0031412203
-
Downscaling general circulation model output: A review of methods and limitations
-
Wilby, R. L., & T. Wigley (1997), Downscaling general circulation model output: A review of methods and limitations, Prog. Phys. Geogr., 21(4), 530-548.
-
(1997)
Prog. Phys. Geogr.
, vol.21
, Issue.4
, pp. 530-548
-
-
Wilby, R.L.1
Wigley, T.2
-
35
-
-
0032841266
-
A synthesis of space-time variability in storm response: Rainfall, runoff generation, and routing
-
Woods, R., & M. Sivapalan (1999), A synthesis of space-time variability in storm response: Rainfall, runoff generation, & routing, Water Resour. Res., 35(8), 2469-2485, doi:10.1029/1999WR900014. (Pubitemid 29375376)
-
(1999)
Water Resources Research
, vol.35
, Issue.8
, pp. 2469-2485
-
-
Woods, R.1
Sivapalan, M.2
-
36
-
-
78049312324
-
Image superresolution via sparse representation
-
Yang, J., J. Wright, T. S. Huang, & Y. Ma (2010), Image superresolution via sparse representation, IEEE Trans. Image Process. 19(11), 2861-2873.
-
(2010)
IEEE Trans. Image Process.
, vol.19
, Issue.11
, pp. 2861-2873
-
-
Yang, J.1
Wright, J.2
Huang, T.S.3
Ma, Y.4
-
37
-
-
67650314588
-
Detecting the effects of spatial variability of rainfall on hydrological modeling within an uncertainty analysis framework
-
Younger, P. M., J. E. Freer, & K. J. Beven (2009), Detecting the effects of spatial variability of rainfall on hydrological modeling within an uncertainty analysis framework, Hydrol. Process., 23(14), 1988-2003.
-
(2009)
Hydrol. Process.
, vol.23
, Issue.14
, pp. 1988-2003
-
-
Younger, P.M.1
Freer, J.E.2
Beven, K.J.3
-
38
-
-
80052803206
-
On single image scale-up using sparse-representations
-
Avignon, France
-
Zeyde, R., M. Elad, & M. Protter (2010), On single image scale-up using sparse-representations, paper presented at 7th International Conference on Curves and Surfaces, SMAI-AFA, Avignon, France.
-
(2010)
7th International Conference on Curves and Surfaces, SMAI-AFA
-
-
Zeyde, R.1
Elad, M.2
Protter, M.3
|