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5397.42000 4826.57000 l 5398.93000 4826.87000 l 5405.61000 4828.33000 5409.82000 4833.22000 5410.98000 4839.82000 c 5410.98000 5200.62000 l 5411.33000 5207.57000 5406.06000 5214.37000 5399.23000 5215.68000 c 5397.72000 5215.98000 l 5395.62000 5215.98000 l f 0 g q 10 0 0 10 0 0 cm BT 0.01096 Tc /R52 8.43276 Tf 1 0 0 1 318.86400 566.77300 Tm (HS) Tj 0 Tc /R54 8.43276 Tf 9.30625 0 Td <0003> Tj 0.00084 Tc /R52 8.43276 Tf 1.89727 0 Td [ (Imag) 9.89271 (e) -4478.59000 (E) -1.38677 (xtr) 19.91860 (a) 0.90618 (ct) 11.11740 (ed) ] TJ 0 Tc /R54 8.43276 Tf 92.24880 0 Td <0003> Tj -0.13661 Tc /R52 8.43276 Tf 1.89727 0 Td [ (Pa) -4.69013 (tc) -15.59900 (h) -15.28640 (e) -16.39810 (s) -3092.30000 (L) -14.77680 (o) -14.29040 (w) ] TJ 0 Tc /R54 8.43276 Tf 67.16090 0 Td <0372> Tj -0.00253 Tc /R52 8.43276 Tf 2.58984 0 Td (Rank) Tj 0 Tc /R54 8.43276 Tf 17.46760 0 Td <0003> Tj 0.00759 Tc /R52 8.43276 Tf 1.89727 0 Td [ (Ma) 12.41440 (trix) ] TJ 0.00676 Tc /R58 5.63188 Tf -126.34100 -36.53200 Td (2D) Tj 0 Tc /R60 5.63188 Tf 6.32461 0 Td <0003> Tj -0.10869 Tc /R58 5.63188 Tf 1.26484 0 Td [ (Pa) -10.92850 (t) -10.49930 (c) -18.90920 (h) -18.03350 (e) -19.09120 (s) ] TJ 0 Tc /R60 5.63188 Tf 17.61840 0 Td <0003> Tj 0.00282 Tc /R58 5.63188 Tf 1.20469 0 Td (in) Tj 0 Tc /R60 5.63188 Tf 4.24648 0 Td <0003> Tj /R58 5.63188 Tf 1.23477 0 Td (a) Tj /R60 5.63188 Tf 2.71094 0 Td <0003> Tj -0.00056 Tc /R58 5.63188 Tf 1.26484 0 Td (Cubic) Tj 0 Tc /R60 5.63188 Tf 12.58870 0 Td <0003> Tj -0.10869 Tc /R58 5.63188 Tf 1.20469 0 Td [ (Pa) -10.93280 (t) -10.49930 (c) -18.90920 (h) ] TJ 0.00225 Tc -43.70000 -53.21680 Td (Similar) Tj 0 Tc /R60 5.63188 Tf 15.63090 0 Td <0003> Tj -0.00056 Tc /R58 5.63188 Tf 1.20469 0 Td (Cubic) Tj 0 Tc /R60 5.63188 Tf 12.58910 0 Td <0003> Tj -0.10869 Tc /R58 5.63188 Tf 1.17461 0 Td [ (Pa) -10.93280 (t) -10.49930 (c) -18.90920 (h) -18.03350 (e) -19.09120 (s) ] TJ 0.01126 Tc 54.05980 48.63910 Td [ (Lo) 5.28000 (w) ] TJ 0 Tc /R60 5.63188 Tf 9.36641 0 Td <0372> Tj 0.00338 Tc /R58 5.63188 Tf 1.71680 0 Td (Rank) Tj 0 Tc /R60 5.63188 Tf 11.29340 0 Td <0003> Tj 0.00056 Tc /R58 5.63188 Tf 1.23477 0 Td [ (acr) 17.18380 (o) -1.97675 (ss) ] TJ 0 Tc /R60 5.63188 Tf 14.33590 0 Td <0003> Tj 0.00225 Tc /R58 5.63188 Tf 1.23516 0 Td [ (Spectr) 22.80200 (a) ] TJ 0.00282 Tc -42.88710 -50.20470 Td [ (Spa) 8.92138 (t) -1.37852 (ial) ] TJ 0 Tc /R60 5.63188 Tf 15.36020 0 Td <0003> Tj 0.01070 Tc /R58 5.63188 Tf 1.26484 0 Td (Non) Tj 0 Tc /R60 5.63188 Tf 9.57695 0 Td <0372> Tj 0.01183 Tc /R58 5.63188 Tf 1.71641 0 Td [ (Loc) 13.17830 (a) 5.22798 (l) ] TJ 0 Tc /R60 5.63188 Tf 11.65550 0 Td <0003> Tj 0.01126 Tc /R58 5.63188 Tf 1.17461 0 Td [ (Lo) 5.28000 (w) ] TJ 0 Tc /R60 5.63188 Tf 9.36641 0 Td <0372> Tj 0.00338 Tc /R58 5.63188 Tf 1.71680 0 Td (Rank) Tj ET Q q 530.96300 0 0 259.91000 3851.22000 4845.24000 cm /R64 Do Q q 162.93300 0 0 152.99400 4104.20000 5384.03000 cm /R66 Do Q q 162.93300 0 0 152.99400 3910.25000 5384.03000 cm /R68 Do Q q 591.79900 0 0 305.98900 4772.80000 5319.88000 cm /R70 Do Q q 10 0 0 10 0 0 cm BT /R48 7.01726 Tf 1 0 0 1 436.13900 543.88400 Tm <06ae> Tj ET Q q 606.55600 0 0 393.02700 4758.04000 4820.54000 cm /R72 Do Q Q q 10 0 0 10 0 0 cm BT /R37 8.96640 Tf 1 0 0 1 308.86200 452.32900 Tm [ (Figure) -320.99500 (1\056) -321.01200 (Illustration) -320.98700 (of) -321.00400 (the) -321 (lo) 25.01740 (w\055rank) -321.00600 (matrices) -320.98500 (from) -321.01200 (a) -321.00600 (HS) -320.97900 (image\056) ] TJ 10.95900 TL T* [ (Each) -278.99300 (cubic) -278.97900 (patch) -278.97900 (is) -278.97900 (reshaped) -279.01500 (as) -279.00900 (a) -279.00900 (2D) -278.00200 (matrix\054) -286.99300 (where) -279.00900 (each) -278.00200 (ro) 24.99020 (w) -279.00400 (de\055) ] TJ T* [ (scribes) -297.02100 (the) -296.99600 (spectral) -297.99300 (distrib) 20.01290 (ution) -297.01300 (of) -297.00200 (each) -296.99600 (pix) 14.99740 (el\056) -451.98000 (This) -297.02400 (lo) 25.01740 (w\055rank) -297.00200 (ma\055) ] TJ T* [ (trix) -292.01600 (encodes) -291.98400 (the) -291.98600 (correlation) -292.99100 (across) -292.01900 (spectra\056) -435.99700 (Besides\054) -302.98100 (a) -291.99200 (set) -291.98100 (of) -291.99200 (sim\055) ] TJ T* [ (ilar) -307.97800 (patches) -308.00800 (for) -307.99100 (eac) 0.98839 (h) -308.00800 (e) 15.01100 (x) 14.98650 (emplar) -307.99700 (patch) -307.99100 (are) -308.01300 (grouped) -307.99700 (into) -307.99100 (a) -306.97800 (lo) 25.01740 (w\055rank) ] TJ T* [ (matrix\054) -250.00600 (which) -249.99700 (accounts) -249.97800 (for) -250.00600 (the) -249.98900 (spatial) -249.98400 (non\055local) -250.01100 (similarities\056) ] TJ /R37 9.96260 Tf 38.31990 TL T* [ (lying) -329.01400 (on) -328.99400 (the) -328.01600 (compressi) 25.00560 (v) 14.98280 (e) -329.00900 (sampling) -329 (\050CS\051) -328.98400 (theory) 64.98430 (\056) -545.98200 (All) -328.98400 (these) ] TJ 11.95510 TL T* [ (imaging) -252 (approaches) -251.01200 (are) -252.00900 (under) 20.00650 (\055determined\054) -252.01200 (and) -251.99200 (their) -251.98700 (under) 20.00650 (\055) ] TJ T* [ (lying) -204.01500 (restoration) -204.01700 (methods) -204.01000 (e) 15.01220 (xploit) -204.01000 (the) ] TJ /R73 9.96260 Tf 146.71700 0 Td [ (l) -0.40189 ] TJ /R75 6.97380 Tf 2.97305 -1.49375 Td [ (1) -0.49712 ] TJ /R37 9.96260 Tf 4.46914 1.49375 Td [ (\055norm) -203.99000 (based) -203.99500 (sparsity) ] TJ -154.15900 -11.95470 Td [ (of) -210.98200 (HS) -211.98700 (images\056) -296.98500 (Since) -211.00600 (the) -211.99600 (number) -211.00400 (of) -212.00400 (measurement) 1.00964 (s) -211.99900 (is) -211.00900 (f) 9.99343 (ar) -212.01400 (less) ] TJ T* [ (than) -279 (that) -280.01700 (of) -279.01000 (v) 24.98110 (ariables) -279.00200 (in) -280.01900 (the) -279.00200 (desired) -279.00200 (HS) -280.01200 (image\054) -286.01100 (the) ] TJ /R73 9.96260 Tf 204.45900 0 Td [ (l) -0.40189 ] TJ /R75 6.97380 Tf 2.97305 -1.49492 Td [ (1) -0.49712 ] TJ /R37 9.96260 Tf 4.46875 1.49492 Td (\055norm) Tj -211.90100 -11.95590 Td [ (based) -404.00400 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