02.png

RGB_delaunay_ASAP

RMSE: 1.3302235247362624

sparsity: Tan2016: 0.53883 Tan2017: 0.02732 Aksoy2017: 0.82896 Levin2008: 1.02188

RGB_white_star_ASAP

RMSE: 3.8453922159040364e-14

sparsity: Tan2016: 0.5344 Tan2017: 0.01 Aksoy2017: 0.69688 Levin2008: 1.02025

RGB_black_star_ASAP

RMSE: 7.839216736103064e-14

sparsity: Tan2016: 0.53401 Tan2017: 0.01 Aksoy2017: 0.75465 Levin2008: 1.02097

RGBXY_RGB_delaunay_ASAP

RMSE: 3.285257305470531

sparsity: Tan2016: 0.64193 Tan2017: 0.02787 Aksoy2017: 0.89522 Levin2008: 1.02335

RGBXY_RGB_white_star_ASAP

RMSE: 3.2852572630119576

sparsity: Tan2016: 0.73226 Tan2017: 0.02205 Aksoy2017: 0.91523 Levin2008: 1.02414

RGBXY_RGB_black_star_ASAP

RMSE: 3.285257263011466

sparsity: Tan2016: 0.75161 Tan2017: 0.02205 Aksoy2017: 0.95947 Levin2008: 1.02468

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

05.png

RGB_delaunay_ASAP

RMSE: 0.18093568389226056

sparsity: Tan2016: 0.49721 Tan2017: 0.04942 Aksoy2017: 1.6623 Levin2008: 1.02509

RGB_white_star_ASAP

RMSE: 6.393028130661387e-14

sparsity: Tan2016: 0.49717 Tan2017: 0.01143 Aksoy2017: 1.73053 Levin2008: 1.02525

RGB_black_star_ASAP

RMSE: 5.6485645538827096e-14

sparsity: Tan2016: 0.49723 Tan2017: 0.03148 Aksoy2017: 1.90518 Levin2008: 1.02605

RGBXY_RGB_delaunay_ASAP

RMSE: 1.1228085065792075

sparsity: Tan2016: 0.72463 Tan2017: 0.04769 Aksoy2017: 2.5113 Levin2008: 1.03013

RGBXY_RGB_white_star_ASAP

RMSE: 1.1228085066289326

sparsity: Tan2016: 0.82662 Tan2017: 0.03257 Aksoy2017: 2.63791 Levin2008: 1.03111

RGBXY_RGB_black_star_ASAP

RMSE: 1.12280850662937

sparsity: Tan2016: 0.79289 Tan2017: 0.03734 Aksoy2017: 2.56982 Levin2008: 1.03045

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

09.png

RGB_delaunay_ASAP

RMSE: 1.5907685524320287

sparsity: Tan2016: 0.42389 Tan2017: 0.00051 Aksoy2017: 1.46109 Levin2008: 1.02114

RGB_white_star_ASAP

RMSE: 2.2781177081678177e-13

sparsity: Tan2016: 0.42408 Tan2017: 0.00088 Aksoy2017: 1.62915 Levin2008: 1.02193

RGB_black_star_ASAP

RMSE: 2.40865459892945e-13

sparsity: Tan2016: 0.42399 Tan2017: 0.00076 Aksoy2017: 1.72308 Levin2008: 1.02231

RGBXY_RGB_delaunay_ASAP

RMSE: 1.928966026863556

sparsity: Tan2016: 0.72111 Tan2017: 0.00129 Aksoy2017: 2.30324 Levin2008: 1.02678

RGBXY_RGB_white_star_ASAP

RMSE: 1.928966026859966

sparsity: Tan2016: 0.76775 Tan2017: 0.00167 Aksoy2017: 2.46095 Levin2008: 1.02731

RGBXY_RGB_black_star_ASAP

RMSE: 1.9289660268572688

sparsity: Tan2016: 0.74197 Tan2017: 0.00162 Aksoy2017: 2.36039 Levin2008: 1.02686

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

13.png

RGB_delaunay_ASAP

RMSE: 1.9096120132023575

sparsity: Tan2016: 0.49931 Tan2017: 0.03326 Aksoy2017: 0.98609 Levin2008: 1.02327

RGB_white_star_ASAP

RMSE: 5.264295677881952e-14

sparsity: Tan2016: 0.49935 Tan2017: 0.04525 Aksoy2017: 0.97343 Levin2008: 1.02303

RGB_black_star_ASAP

RMSE: 1.0275381311341418e-13

sparsity: Tan2016: 0.4987 Tan2017: 0.03149 Aksoy2017: 0.90377 Levin2008: 1.02237

RGBXY_RGB_delaunay_ASAP

RMSE: 2.6930252724083226

sparsity: Tan2016: 0.71964 Tan2017: 0.03532 Aksoy2017: 1.21482 Levin2008: 1.02676

RGBXY_RGB_white_star_ASAP

RMSE: 2.6930252724061474

sparsity: Tan2016: 0.69805 Tan2017: 0.04436 Aksoy2017: 1.1547 Levin2008: 1.02592

RGBXY_RGB_black_star_ASAP

RMSE: 2.693025272412058

sparsity: Tan2016: 0.73331 Tan2017: 0.03455 Aksoy2017: 1.14038 Levin2008: 1.02614

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

16.png

RGB_delaunay_ASAP

RMSE: 0.8331682163747699

sparsity: Tan2016: 0.64991 Tan2017: 0.02607 Aksoy2017: 1.64715 Levin2008: 1.03328

RGB_white_star_ASAP

RMSE: 0.22218509979057455

sparsity: Tan2016: 0.64706 Tan2017: 0.06668 Aksoy2017: 1.06237 Levin2008: 1.02858

RGB_black_star_ASAP

RMSE: 0.22218509979057455

sparsity: Tan2016: 0.64995 Tan2017: 0.07043 Aksoy2017: 1.14548 Levin2008: 1.02943

RGBXY_RGB_delaunay_ASAP

RMSE: 2.47028043671737

sparsity: Tan2016: 0.78735 Tan2017: 0.03142 Aksoy2017: 1.80176 Levin2008: 1.03543

RGBXY_RGB_white_star_ASAP

RMSE: 2.470349920511587

sparsity: Tan2016: 0.90024 Tan2017: 0.05222 Aksoy2017: 1.61093 Levin2008: 1.03522

RGBXY_RGB_black_star_ASAP

RMSE: 2.470349920501122

sparsity: Tan2016: 0.82662 Tan2017: 0.05531 Aksoy2017: 1.66223 Levin2008: 1.03513

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

18.png

RGB_delaunay_ASAP

RMSE: 0.38319137861843316

sparsity: Tan2016: 0.56636 Tan2017: 0.01982 Aksoy2017: 1.18217 Levin2008: 1.02557

RGB_white_star_ASAP

RMSE: 21.745089868907417

sparsity: Tan2016: 0.56415 Tan2017: 0.04704 Aksoy2017: 0.93093 Levin2008: 1.02307

RGB_black_star_ASAP

RMSE: 2.7407285944847376e-14

sparsity: Tan2016: 0.56429 Tan2017: 0.04509 Aksoy2017: 0.84474 Levin2008: 1.02227

RGBXY_RGB_delaunay_ASAP

RMSE: 2.3360658499715306

sparsity: Tan2016: 0.71587 Tan2017: 0.02117 Aksoy2017: 1.271 Levin2008: 1.02707

RGBXY_RGB_white_star_ASAP

RMSE: 30.203517325493287

sparsity: Tan2016: 0.7557 Tan2017: 0.04009 Aksoy2017: 1.19135 Levin2008: 1.02624

RGBXY_RGB_black_star_ASAP

RMSE: 2.3360658499713804

sparsity: Tan2016: 0.82666 Tan2017: 0.04014 Aksoy2017: 1.09647 Levin2008: 1.0261

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

27.png

RGB_delaunay_ASAP

RMSE: 0.9508420698665015

sparsity: Tan2016: 0.75387 Tan2017: 0.035 Aksoy2017: 0.96048 Levin2008: 1.0322

RGB_white_star_ASAP

RMSE: 2.342405689236546e-14

sparsity: Tan2016: 0.75444 Tan2017: 0.0203 Aksoy2017: 0.96446 Levin2008: 1.03233

RGB_black_star_ASAP

RMSE: 2.3709648816036817e-14

sparsity: Tan2016: 0.75444 Tan2017: 0.0203 Aksoy2017: 0.96446 Levin2008: 1.03233

RGBXY_RGB_delaunay_ASAP

RMSE: 2.8329711496896026

sparsity: Tan2016: 0.89844 Tan2017: 0.02953 Aksoy2017: 0.97347 Levin2008: 1.03313

RGBXY_RGB_white_star_ASAP

RMSE: 2.8329711496753727

sparsity: Tan2016: 0.84847 Tan2017: 0.02216 Aksoy2017: 0.99322 Levin2008: 1.03313

RGBXY_RGB_black_star_ASAP

RMSE: 2.8329711496753736

sparsity: Tan2016: 0.84847 Tan2017: 0.02216 Aksoy2017: 0.99322 Levin2008: 1.03313

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

31.png

RGB_delaunay_ASAP

RMSE: 0.7259592084565626

sparsity: Tan2016: 0.56119 Tan2017: 0.01716 Aksoy2017: 1.40892 Levin2008: 1.02714

RGB_white_star_ASAP

RMSE: 1.007959699893835e-13

sparsity: Tan2016: 0.55988 Tan2017: 0.06315 Aksoy2017: 1.01756 Levin2008: 1.02408

RGB_black_star_ASAP

RMSE: 2.0432980381872086e-13

sparsity: Tan2016: 0.55977 Tan2017: 0.04402 Aksoy2017: 1.11877 Levin2008: 1.02503

RGBXY_RGB_delaunay_ASAP

RMSE: 1.2152804488281268

sparsity: Tan2016: 0.74108 Tan2017: 0.01918 Aksoy2017: 1.61923 Levin2008: 1.02965

RGBXY_RGB_white_star_ASAP

RMSE: 1.2152804488334414

sparsity: Tan2016: 0.86116 Tan2017: 0.0518 Aksoy2017: 1.50154 Levin2008: 1.02994

RGBXY_RGB_black_star_ASAP

RMSE: 1.2152804488391638

sparsity: Tan2016: 0.86936 Tan2017: 0.03302 Aksoy2017: 1.58607 Levin2008: 1.03021

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

32.png

RGB_delaunay_ASAP

RMSE: 0.33540359741197523

sparsity: Tan2016: 0.55984 Tan2017: 0.09127 Aksoy2017: 1.00588 Levin2008: 1.02416

RGB_white_star_ASAP

RMSE: 2.228798231531504e-14

sparsity: Tan2016: 0.50947 Tan2017: 0.09977 Aksoy2017: 0.7798 Levin2008: 1.02116

RGB_black_star_ASAP

RMSE: 2.7870498947006657e-14

sparsity: Tan2016: 0.50949 Tan2017: 0.0994 Aksoy2017: 0.78003 Levin2008: 1.02115

RGBXY_RGB_delaunay_ASAP

RMSE: 1.6786426107306998

sparsity: Tan2016: 0.77972 Tan2017: 0.08747 Aksoy2017: 1.19235 Levin2008: 1.02724

RGBXY_RGB_white_star_ASAP

RMSE: 1.6786426107199444

sparsity: Tan2016: 0.86 Tan2017: 0.09282 Aksoy2017: 1.06668 Levin2008: 1.02649

RGBXY_RGB_black_star_ASAP

RMSE: 1.6786426107319514

sparsity: Tan2016: 0.8166 Tan2017: 0.0916 Aksoy2017: 1.08011 Levin2008: 1.02646

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGBXY_RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP

35.png

RGB_delaunay_ASAP

RMSE: 0.7294154269311576

sparsity: Tan2016: 0.54528 Tan2017: 0.04606 Aksoy2017: 1.03317 Levin2008: 1.0239

RGB_white_star_ASAP

RMSE: 0.055255973941737736

sparsity: Tan2016: 0.52259 Tan2017: 0.07914 Aksoy2017: 1.01639 Levin2008: 1.02358

RGB_black_star_ASAP

RMSE: 1.2424744352073757e-13

sparsity: Tan2016: 0.52114 Tan2017: 0.05876 Aksoy2017: 0.93109 Levin2008: 1.0227

RGBXY_RGB_delaunay_ASAP

RMSE: 4.980549103161748

sparsity: Tan2016: 0.73649 Tan2017: 0.04871 Aksoy2017: 1.29865 Levin2008: 1.02767

RGBXY_RGB_white_star_ASAP

RMSE: 5.019908712786278

sparsity: Tan2016: 0.76971 Tan2017: 0.06631 Aksoy2017: 1.44401 Levin2008: 1.02894

RGBXY_RGB_black_star_ASAP

RMSE: 4.9805491031620335

sparsity: Tan2016: 0.81612 Tan2017: 0.051 Aksoy2017: 1.48408 Levin2008: 1.02961

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

Picture1.png

RGB_delaunay_ASAP

RMSE: 0.36386955251874337

sparsity: Tan2016: 0.96571 Tan2017: 0.10384 Aksoy2017: 1.20851 Levin2008: 1.04424

RGB_white_star_ASAP

RMSE: 2.51453762705565e-14

sparsity: Tan2016: 0.96571 Tan2017: 0.10384 Aksoy2017: 1.20851 Levin2008: 1.04424

RGB_black_star_ASAP

RMSE: 2.51453762705565e-14

sparsity: Tan2016: 0.96571 Tan2017: 0.10384 Aksoy2017: 1.20851 Levin2008: 1.04424

RGBXY_RGB_delaunay_ASAP

RMSE: 0.7392349225623878

sparsity: Tan2016: 0.97184 Tan2017: 0.10406 Aksoy2017: 1.2117 Levin2008: 1.04435

RGBXY_RGB_white_star_ASAP

RMSE: 0.7392349225623878

sparsity: Tan2016: 0.97184 Tan2017: 0.10406 Aksoy2017: 1.2117 Levin2008: 1.04435

RGBXY_RGB_black_star_ASAP

RMSE: 0.7392349225623878

sparsity: Tan2016: 0.97184 Tan2017: 0.10406 Aksoy2017: 1.2117 Levin2008: 1.04435

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

Picture6.png

RGB_delaunay_ASAP

RMSE: 0.27922039592120007

sparsity: Tan2016: 0.79537 Tan2017: 0.01533 Aksoy2017: 0.73887 Levin2008: 1.02974

RGB_white_star_ASAP

RMSE: 2.9820075630556974e-14

sparsity: Tan2016: 0.79676 Tan2017: 0.03297 Aksoy2017: 0.7756 Levin2008: 1.03043

RGB_black_star_ASAP

RMSE: 2.9820075630556974e-14

sparsity: Tan2016: 0.79676 Tan2017: 0.03297 Aksoy2017: 0.7756 Levin2008: 1.03043

RGBXY_RGB_delaunay_ASAP

RMSE: 0.5427910332911029

sparsity: Tan2016: 0.93942 Tan2017: 0.01718 Aksoy2017: 0.7608 Levin2008: 1.03081

RGBXY_RGB_white_star_ASAP

RMSE: 0.5427910332911025

sparsity: Tan2016: 0.92766 Tan2017: 0.03027 Aksoy2017: 0.80358 Levin2008: 1.03152

RGBXY_RGB_black_star_ASAP

RMSE: 0.5427910332911025

sparsity: Tan2016: 0.92766 Tan2017: 0.03027 Aksoy2017: 0.80358 Levin2008: 1.03152

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

Picture7.png

RGB_delaunay_ASAP

RMSE: 1.0347979887786958

sparsity: Tan2016: 0.34839 Tan2017: 0.02379 Aksoy2017: 1.17606 Levin2008: 1.016

RGB_white_star_ASAP

RMSE: 7.842056074533466e-14

sparsity: Tan2016: 0.34655 Tan2017: 0.02588 Aksoy2017: 1.0436 Levin2008: 1.01531

RGB_black_star_ASAP

RMSE: 1.4850002424844821e-13

sparsity: Tan2016: 0.34834 Tan2017: 0.01154 Aksoy2017: 1.02716 Levin2008: 1.01523

RGBXY_RGB_delaunay_ASAP

RMSE: 1.151512106396383

sparsity: Tan2016: 0.53953 Tan2017: 0.02307 Aksoy2017: 1.41779 Levin2008: 1.01819

RGBXY_RGB_white_star_ASAP

RMSE: 1.1515121063963834

sparsity: Tan2016: 0.56009 Tan2017: 0.02425 Aksoy2017: 1.34298 Levin2008: 1.01796

RGBXY_RGB_black_star_ASAP

RMSE: 1.1515121063963867

sparsity: Tan2016: 0.59109 Tan2017: 0.01581 Aksoy2017: 1.43747 Levin2008: 1.01856

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

apple.png

RGB_delaunay_ASAP

RMSE: 0.8972369108277864

sparsity: Tan2016: 0.35534 Tan2017: 0.00845 Aksoy2017: 0.24143 Levin2008: 1.01081

RGB_white_star_ASAP

RMSE: 4.4477607054141315e-14

sparsity: Tan2016: 0.3536 Tan2017: 0.00301 Aksoy2017: 0.2436 Levin2008: 1.0107

RGB_black_star_ASAP

RMSE: 4.4477607054141315e-14

sparsity: Tan2016: 0.3536 Tan2017: 0.00301 Aksoy2017: 0.2436 Levin2008: 1.0107

RGBXY_RGB_delaunay_ASAP

RMSE: 0.5298565494473043

sparsity: Tan2016: 0.43473 Tan2017: 0.00797 Aksoy2017: 0.24973 Levin2008: 1.01141

RGBXY_RGB_white_star_ASAP

RMSE: 0.5298565494473018

sparsity: Tan2016: 0.43248 Tan2017: 0.00583 Aksoy2017: 0.25301 Levin2008: 1.01137

RGBXY_RGB_black_star_ASAP

RMSE: 0.5298565494473018

sparsity: Tan2016: 0.43248 Tan2017: 0.00583 Aksoy2017: 0.25301 Levin2008: 1.01137

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP

autumntree.png

RGB_delaunay_ASAP

RMSE: 0.9992700302849842

sparsity: Tan2016: 0.64786 Tan2017: 0.05496 Aksoy2017: 1.44646 Levin2008: 1.03179

RGB_white_star_ASAP

RMSE: 5.1988898566614836e-14

sparsity: Tan2016: 0.64719 Tan2017: 0.08753 Aksoy2017: 1.24269 Levin2008: 1.03023

RGB_black_star_ASAP

RMSE: 5.939124478636303e-14

sparsity: Tan2016: 0.64603 Tan2017: 0.08753 Aksoy2017: 1.10045 Levin2008: 1.02884

RGBXY_RGB_delaunay_ASAP

RMSE: 4.705297165333962

sparsity: Tan2016: 0.78089 Tan2017: 0.05814 Aksoy2017: 1.55968 Levin2008: 1.03346

RGBXY_RGB_white_star_ASAP

RMSE: 4.705297165333674

sparsity: Tan2016: 0.85741 Tan2017: 0.07706 Aksoy2017: 1.49841 Levin2008: 1.03364

RGBXY_RGB_black_star_ASAP

RMSE: 4.705297165330113

sparsity: Tan2016: 0.90286 Tan2017: 0.07706 Aksoy2017: 1.47827 Levin2008: 1.03407

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

bird.png

RGB_delaunay_ASAP

RMSE: 1.358785267197063

sparsity: Tan2016: 0.63017 Tan2017: 0.03824 Aksoy2017: 0.78638 Levin2008: 1.0257

RGB_white_star_ASAP

RMSE: 1.8638660592961715e-14

sparsity: Tan2016: 0.63016 Tan2017: 0.01591 Aksoy2017: 0.92508 Levin2008: 1.02733

RGB_black_star_ASAP

RMSE: 1.5233840380569982e-14

sparsity: Tan2016: 0.63 Tan2017: 0.03521 Aksoy2017: 1.00899 Levin2008: 1.02811

RGBXY_RGB_delaunay_ASAP

RMSE: 0.9499300397104402

sparsity: Tan2016: 0.84136 Tan2017: 0.03798 Aksoy2017: 0.87094 Levin2008: 1.02786

RGBXY_RGB_white_star_ASAP

RMSE: 0.9499300397077982

sparsity: Tan2016: 0.84748 Tan2017: 0.02611 Aksoy2017: 0.97404 Levin2008: 1.02923

RGBXY_RGB_black_star_ASAP

RMSE: 0.9499300397077981

sparsity: Tan2016: 0.81035 Tan2017: 0.03681 Aksoy2017: 1.099 Levin2008: 1.03003

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

boat.png

RGB_delaunay_ASAP

RMSE: 0.3115137223615124

sparsity: Tan2016: 0.49291 Tan2017: 0.01116 Aksoy2017: 1.43809 Levin2008: 1.02386

RGB_white_star_ASAP

RMSE: 7.429736639386944e-14

sparsity: Tan2016: 0.48848 Tan2017: 0.00492 Aksoy2017: 0.83908 Levin2008: 1.01927

RGB_black_star_ASAP

RMSE: 7.161483746856129e-14

sparsity: Tan2016: 0.49095 Tan2017: 0.00588 Aksoy2017: 0.80395 Levin2008: 1.0189

RGBXY_RGB_delaunay_ASAP

RMSE: 1.662157748977869

sparsity: Tan2016: 0.69565 Tan2017: 0.0182 Aksoy2017: 1.66937 Levin2008: 1.02697

RGBXY_RGB_white_star_ASAP

RMSE: 1.6621577489778656

sparsity: Tan2016: 0.82922 Tan2017: 0.01376 Aksoy2017: 1.33998 Levin2008: 1.02574

RGBXY_RGB_black_star_ASAP

RMSE: 1.6621577489779178

sparsity: Tan2016: 0.78886 Tan2017: 0.01499 Aksoy2017: 1.28262 Levin2008: 1.02504

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

buildings.png

RGB_delaunay_ASAP

RMSE: 0.5431025995983949

sparsity: Tan2016: 0.63434 Tan2017: 0.00376 Aksoy2017: 0.76624 Levin2008: 1.02492

RGB_white_star_ASAP

RMSE: 4.02886675997713e-14

sparsity: Tan2016: 0.62558 Tan2017: 0.00847 Aksoy2017: 0.59872 Levin2008: 1.02211

RGB_black_star_ASAP

RMSE: 4.1247207571946906e-14

sparsity: Tan2016: 0.62558 Tan2017: 0.00847 Aksoy2017: 0.59872 Levin2008: 1.02211

RGBXY_RGB_delaunay_ASAP

RMSE: 1.3999256858156954

sparsity: Tan2016: 0.81051 Tan2017: 0.01043 Aksoy2017: 0.80726 Levin2008: 1.02641

RGBXY_RGB_white_star_ASAP

RMSE: 1.399925685815699

sparsity: Tan2016: 0.91929 Tan2017: 0.01173 Aksoy2017: 0.80697 Levin2008: 1.02686

RGBXY_RGB_black_star_ASAP

RMSE: 1.3999256858156948

sparsity: Tan2016: 0.91929 Tan2017: 0.01173 Aksoy2017: 0.80697 Levin2008: 1.02686

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_white_star_ASAP

clothes.png

RGB_delaunay_ASAP

RMSE: 0.6997036423201202

sparsity: Tan2016: 0.78796 Tan2017: 0.10731 Aksoy2017: 1.91089 Levin2008: 1.04183

RGB_white_star_ASAP

RMSE: 1.8934917416514446e-14

sparsity: Tan2016: 0.78808 Tan2017: 0.0759 Aksoy2017: 1.91944 Levin2008: 1.04201

RGB_black_star_ASAP

RMSE: 1.862536113667723e-14

sparsity: Tan2016: 0.78808 Tan2017: 0.0759 Aksoy2017: 1.91944 Levin2008: 1.04201

RGBXY_RGB_delaunay_ASAP

RMSE: 1.9007067238017448

sparsity: Tan2016: 0.92092 Tan2017: 0.10195 Aksoy2017: 2.12982 Levin2008: 1.04419

RGBXY_RGB_white_star_ASAP

RMSE: 1.9007067238017437

sparsity: Tan2016: 0.95645 Tan2017: 0.08175 Aksoy2017: 2.12069 Levin2008: 1.04464

RGBXY_RGB_black_star_ASAP

RMSE: 1.9007067238017439

sparsity: Tan2016: 0.95645 Tan2017: 0.08175 Aksoy2017: 2.12069 Levin2008: 1.04464

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

curls.png

RGB_delaunay_ASAP

RMSE: 0.2507338857051609

sparsity: Tan2016: 0.65792 Tan2017: 0.04697 Aksoy2017: 0.81765 Levin2008: 1.02877

RGB_white_star_ASAP

RMSE: 1.2998893936647046e-14

sparsity: Tan2016: 0.65252 Tan2017: 0.04697 Aksoy2017: 0.74931 Levin2008: 1.0275

RGB_black_star_ASAP

RMSE: 1.529889475631849e-14

sparsity: Tan2016: 0.65792 Tan2017: 0.04697 Aksoy2017: 0.81765 Levin2008: 1.02877

RGBXY_RGB_delaunay_ASAP

RMSE: 0.6334911441582405

sparsity: Tan2016: 0.72004 Tan2017: 0.04689 Aksoy2017: 0.85319 Levin2008: 1.02973

RGBXY_RGB_white_star_ASAP

RMSE: 0.6334911441582403

sparsity: Tan2016: 0.75429 Tan2017: 0.04689 Aksoy2017: 0.83777 Levin2008: 1.02972

RGBXY_RGB_black_star_ASAP

RMSE: 0.6334911441582405

sparsity: Tan2016: 0.72004 Tan2017: 0.04689 Aksoy2017: 0.85319 Levin2008: 1.02973

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGBXY_RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

cute.png

RGB_delaunay_ASAP

RMSE: 1.684869864815505

sparsity: Tan2016: 0.65319 Tan2017: 0.02818 Aksoy2017: 1.03166 Levin2008: 1.0286

RGB_white_star_ASAP

RMSE: 0.8959277992740693

sparsity: Tan2016: 0.65113 Tan2017: 0.0082 Aksoy2017: 0.98252 Levin2008: 1.02776

RGB_black_star_ASAP

RMSE: 0.8959277992740693

sparsity: Tan2016: 0.65113 Tan2017: 0.0082 Aksoy2017: 0.98252 Levin2008: 1.02776

RGBXY_RGB_delaunay_ASAP

RMSE: 1.7256496565227035

sparsity: Tan2016: 0.78627 Tan2017: 0.02934 Aksoy2017: 1.15173 Levin2008: 1.03062

RGBXY_RGB_white_star_ASAP

RMSE: 3.197210382061643

sparsity: Tan2016: 0.88492 Tan2017: 0.01122 Aksoy2017: 1.06341 Levin2008: 1.02985

RGBXY_RGB_black_star_ASAP

RMSE: 3.1972103820616424

sparsity: Tan2016: 0.88492 Tan2017: 0.01122 Aksoy2017: 1.06341 Levin2008: 1.02985

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

flower.png

RGB_delaunay_ASAP

RMSE: 0.8273748627955256

sparsity: Tan2016: 0.64974 Tan2017: 0.08127 Aksoy2017: 1.5582 Levin2008: 1.03255

RGB_white_star_ASAP

RMSE: 2.7140634003934136e-14

sparsity: Tan2016: 0.64923 Tan2017: 0.04133 Aksoy2017: 1.52413 Levin2008: 1.03249

RGB_black_star_ASAP

RMSE: 2.7668252788562157e-14

sparsity: Tan2016: 0.64983 Tan2017: 0.02865 Aksoy2017: 1.54344 Levin2008: 1.03263

RGBXY_RGB_delaunay_ASAP

RMSE: 3.5584214867675454

sparsity: Tan2016: 0.85452 Tan2017: 0.06645 Aksoy2017: 1.88189 Levin2008: 1.03636

RGBXY_RGB_white_star_ASAP

RMSE: 3.558421486758415

sparsity: Tan2016: 0.84322 Tan2017: 0.04834 Aksoy2017: 1.82825 Levin2008: 1.03594

RGBXY_RGB_black_star_ASAP

RMSE: 3.5584214867612163

sparsity: Tan2016: 0.85446 Tan2017: 0.03966 Aksoy2017: 1.8368 Levin2008: 1.03608

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

girls.png

RGB_delaunay_ASAP

RMSE: 0.7239437762789949

sparsity: Tan2016: 0.63368 Tan2017: 0.05688 Aksoy2017: 1.15732 Levin2008: 1.02928

RGB_white_star_ASAP

RMSE: 4.059050517465793e-14

sparsity: Tan2016: 0.63307 Tan2017: 0.03268 Aksoy2017: 0.86782 Levin2008: 1.0259

RGB_black_star_ASAP

RMSE: 5.004568150218684e-14

sparsity: Tan2016: 0.63307 Tan2017: 0.03268 Aksoy2017: 0.86782 Levin2008: 1.0259

RGBXY_RGB_delaunay_ASAP

RMSE: 1.6317471698304788

sparsity: Tan2016: 0.76874 Tan2017: 0.05206 Aksoy2017: 1.24157 Levin2008: 1.03112

RGBXY_RGB_white_star_ASAP

RMSE: 1.6317471698304709

sparsity: Tan2016: 0.91369 Tan2017: 0.04319 Aksoy2017: 1.14213 Levin2008: 1.0309

RGBXY_RGB_black_star_ASAP

RMSE: 1.6317471698304753

sparsity: Tan2016: 0.91369 Tan2017: 0.04319 Aksoy2017: 1.14213 Levin2008: 1.0309

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_white_star_ASAP

image-000.png

RGB_delaunay_ASAP

RMSE: 0.4969834612899602

sparsity: Tan2016: 0.56448 Tan2017: 0.04782 Aksoy2017: 1.11062 Levin2008: 1.02514

RGB_white_star_ASAP

RMSE: 5.250798761491329e-14

sparsity: Tan2016: 0.56334 Tan2017: 0.07587 Aksoy2017: 1.03758 Levin2008: 1.02415

RGB_black_star_ASAP

RMSE: 5.5722364520417804e-14

sparsity: Tan2016: 0.56332 Tan2017: 0.08217 Aksoy2017: 0.93036 Levin2008: 1.02313

RGBXY_RGB_delaunay_ASAP

RMSE: 1.624738123101547

sparsity: Tan2016: 0.72016 Tan2017: 0.04961 Aksoy2017: 1.21537 Levin2008: 1.02701

RGBXY_RGB_white_star_ASAP

RMSE: 1.6247381231014808

sparsity: Tan2016: 0.84477 Tan2017: 0.06665 Aksoy2017: 1.28991 Levin2008: 1.02848

RGBXY_RGB_black_star_ASAP

RMSE: 1.624738123045667

sparsity: Tan2016: 0.85715 Tan2017: 0.07426 Aksoy2017: 1.24576 Levin2008: 1.02818

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

image-002.png

RGB_delaunay_ASAP

RMSE: 0.19370682447718834

sparsity: Tan2016: 0.45996 Tan2017: 0.02598 Aksoy2017: 1.10687 Levin2008: 1.0212

RGB_white_star_ASAP

RMSE: 4.914173302789018e-14

sparsity: Tan2016: 0.44958 Tan2017: 0.02001 Aksoy2017: 0.9209 Levin2008: 1.01961

RGB_black_star_ASAP

RMSE: 3.433435817363175e-14

sparsity: Tan2016: 0.44959 Tan2017: 0.02001 Aksoy2017: 0.92086 Levin2008: 1.01962

RGBXY_RGB_delaunay_ASAP

RMSE: 0.7765943567955879

sparsity: Tan2016: 0.66157 Tan2017: 0.02917 Aksoy2017: 1.23802 Levin2008: 1.02333

RGBXY_RGB_white_star_ASAP

RMSE: 0.7765943567952256

sparsity: Tan2016: 0.71904 Tan2017: 0.02457 Aksoy2017: 1.1218 Levin2008: 1.02283

RGBXY_RGB_black_star_ASAP

RMSE: 0.7765943567950471

sparsity: Tan2016: 0.71394 Tan2017: 0.02457 Aksoy2017: 1.12229 Levin2008: 1.02285

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_white_star_ASAP

image-005.png

RGB_delaunay_ASAP

RMSE: 1.7771440313114626

sparsity: Tan2016: 0.64409 Tan2017: 0.02275 Aksoy2017: 1.53024 Levin2008: 1.03246

RGB_white_star_ASAP

RMSE: 3.745672812291695e-14

sparsity: Tan2016: 0.62877 Tan2017: 0.08978 Aksoy2017: 0.93442 Levin2008: 1.02624

RGB_black_star_ASAP

RMSE: 3.701300832655364e-14

sparsity: Tan2016: 0.62877 Tan2017: 0.08978 Aksoy2017: 0.93442 Levin2008: 1.02624

RGBXY_RGB_delaunay_ASAP

RMSE: 1.6910135294699695

sparsity: Tan2016: 0.86356 Tan2017: 0.02867 Aksoy2017: 1.76197 Levin2008: 1.0355

RGBXY_RGB_white_star_ASAP

RMSE: 1.691013529469969

sparsity: Tan2016: 0.93875 Tan2017: 0.07692 Aksoy2017: 1.32607 Levin2008: 1.033

RGBXY_RGB_black_star_ASAP

RMSE: 1.691013529469972

sparsity: Tan2016: 0.93875 Tan2017: 0.07692 Aksoy2017: 1.32607 Levin2008: 1.033

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

image-012.png

RGB_delaunay_ASAP

RMSE: 0.4904990141002327

sparsity: Tan2016: 0.42144 Tan2017: 0.0073 Aksoy2017: 1.3025 Levin2008: 1.02035

RGB_white_star_ASAP

RMSE: 0.16541055602128066

sparsity: Tan2016: 0.42001 Tan2017: 0.01523 Aksoy2017: 1.17869 Levin2008: 1.01966

RGB_black_star_ASAP

RMSE: 5.789599198717142e-14

sparsity: Tan2016: 0.42077 Tan2017: 0.01368 Aksoy2017: 1.04609 Levin2008: 1.01875

RGBXY_RGB_delaunay_ASAP

RMSE: 2.6013022950261075

sparsity: Tan2016: 0.69688 Tan2017: 0.01719 Aksoy2017: 1.92764 Levin2008: 1.02532

RGBXY_RGB_white_star_ASAP

RMSE: 2.7363375644142063

sparsity: Tan2016: 0.71853 Tan2017: 0.01857 Aksoy2017: 2.03155 Levin2008: 1.02605

RGBXY_RGB_black_star_ASAP

RMSE: 2.6013022950415245

sparsity: Tan2016: 0.75028 Tan2017: 0.02146 Aksoy2017: 2.06209 Levin2008: 1.02642

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

image-035.png

RGB_delaunay_ASAP

RMSE: 1.2499837777143064

sparsity: Tan2016: 0.65624 Tan2017: 0.04453 Aksoy2017: 1.10612 Levin2008: 1.02877

RGB_white_star_ASAP

RMSE: 3.0669827470335024e-14

sparsity: Tan2016: 0.65675 Tan2017: 0.021 Aksoy2017: 1.27776 Levin2008: 1.0304

RGB_black_star_ASAP

RMSE: 4.099994775187983e-14

sparsity: Tan2016: 0.65669 Tan2017: 0.00333 Aksoy2017: 1.26387 Levin2008: 1.03027

RGBXY_RGB_delaunay_ASAP

RMSE: 1.6893809905364543

sparsity: Tan2016: 0.88934 Tan2017: 0.03368 Aksoy2017: 1.37036 Levin2008: 1.03298

RGBXY_RGB_white_star_ASAP

RMSE: 1.6893809905361894

sparsity: Tan2016: 0.84035 Tan2017: 0.02095 Aksoy2017: 1.39481 Levin2008: 1.03248

RGBXY_RGB_black_star_ASAP

RMSE: 1.6893809905361874

sparsity: Tan2016: 0.85732 Tan2017: 0.00829 Aksoy2017: 1.38935 Levin2008: 1.0325

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

image-038.png

RGB_delaunay_ASAP

RMSE: 1.9102387545822128

sparsity: Tan2016: 0.49403 Tan2017: 0.00502 Aksoy2017: 1.70348 Levin2008: 1.02518

RGB_white_star_ASAP

RMSE: 0.6641812106888189

sparsity: Tan2016: 0.49377 Tan2017: 0.01834 Aksoy2017: 1.61472 Levin2008: 1.0248

RGB_black_star_ASAP

RMSE: 4.369015247344043e-14

sparsity: Tan2016: 0.49381 Tan2017: 0.02004 Aksoy2017: 1.55156 Levin2008: 1.02454

RGBXY_RGB_delaunay_ASAP

RMSE: 2.2655442786995814

sparsity: Tan2016: 0.81508 Tan2017: 0.01412 Aksoy2017: 2.43588 Levin2008: 1.03065

RGBXY_RGB_white_star_ASAP

RMSE: 2.598267144810201

sparsity: Tan2016: 0.83881 Tan2017: 0.02151 Aksoy2017: 2.46393 Levin2008: 1.03099

RGBXY_RGB_black_star_ASAP

RMSE: 2.2655442786995375

sparsity: Tan2016: 0.77823 Tan2017: 0.02259 Aksoy2017: 2.31962 Levin2008: 1.03005

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

image-044.png

RGB_delaunay_ASAP

RMSE: 1.6505852319540244

sparsity: Tan2016: 0.42105 Tan2017: 0.0144 Aksoy2017: 1.4598 Levin2008: 1.02119

RGB_white_star_ASAP

RMSE: 0.6803675866026813

sparsity: Tan2016: 0.42089 Tan2017: 0.01048 Aksoy2017: 1.28327 Levin2008: 1.02028

RGB_black_star_ASAP

RMSE: 0.6803675866026813

sparsity: Tan2016: 0.4209 Tan2017: 0.00799 Aksoy2017: 1.26026 Levin2008: 1.02016

RGBXY_RGB_delaunay_ASAP

RMSE: 2.8228799903458177

sparsity: Tan2016: 0.6262 Tan2017: 0.01552 Aksoy2017: 1.6461 Levin2008: 1.02335

RGBXY_RGB_white_star_ASAP

RMSE: 3.2221164461692555

sparsity: Tan2016: 0.69685 Tan2017: 0.01378 Aksoy2017: 1.55691 Levin2008: 1.02329

RGBXY_RGB_black_star_ASAP

RMSE: 3.2221164461692533

sparsity: Tan2016: 0.73511 Tan2017: 0.01118 Aksoy2017: 1.49224 Levin2008: 1.02302

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

image-047.png

RGB_delaunay_ASAP

RMSE: 0.27242199530488675

sparsity: Tan2016: 0.79677 Tan2017: 0.04405 Aksoy2017: 1.42969 Levin2008: 1.03848

RGB_white_star_ASAP

RMSE: 9.947172167010159e-14

sparsity: Tan2016: 0.7929 Tan2017: 0.03148 Aksoy2017: 1.31038 Levin2008: 1.03725

RGB_black_star_ASAP

RMSE: 9.946038201660212e-14

sparsity: Tan2016: 0.7929 Tan2017: 0.03148 Aksoy2017: 1.31038 Levin2008: 1.03725

RGBXY_RGB_delaunay_ASAP

RMSE: 0.9699065685641565

sparsity: Tan2016: 0.87535 Tan2017: 0.04367 Aksoy2017: 1.49999 Levin2008: 1.03969

RGBXY_RGB_white_star_ASAP

RMSE: 0.9699065685641576

sparsity: Tan2016: 0.98307 Tan2017: 0.03715 Aksoy2017: 1.56603 Levin2008: 1.04122

RGBXY_RGB_black_star_ASAP

RMSE: 0.9699065685641576

sparsity: Tan2016: 0.98307 Tan2017: 0.03715 Aksoy2017: 1.56603 Levin2008: 1.04122

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

image-059.png

RGB_delaunay_ASAP

RMSE: 0.6722694154964683

sparsity: Tan2016: 0.56605 Tan2017: 0.04496 Aksoy2017: 1.62992 Levin2008: 1.02849

RGB_white_star_ASAP

RMSE: 3.2893372495237705e-14

sparsity: Tan2016: 0.56595 Tan2017: 0.02478 Aksoy2017: 1.57921 Levin2008: 1.02807

RGB_black_star_ASAP

RMSE: 3.4614382086893404e-14

sparsity: Tan2016: 0.56577 Tan2017: 0.01004 Aksoy2017: 1.59689 Levin2008: 1.02799

RGBXY_RGB_delaunay_ASAP

RMSE: 1.3498468926068299

sparsity: Tan2016: 0.78135 Tan2017: 0.04414 Aksoy2017: 1.9159 Levin2008: 1.03142

RGBXY_RGB_white_star_ASAP

RMSE: 1.3498468926068283

sparsity: Tan2016: 0.84477 Tan2017: 0.0313 Aksoy2017: 1.99605 Levin2008: 1.03232

RGBXY_RGB_black_star_ASAP

RMSE: 1.3498468926068283

sparsity: Tan2016: 0.87387 Tan2017: 0.02064 Aksoy2017: 2.12272 Levin2008: 1.03294

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP

light.png

RGB_delaunay_ASAP

RMSE: 0.005451068590507126

sparsity: Tan2016: 0.4488 Tan2017: 0.01028 Aksoy2017: 1.29166 Levin2008: 1.02232

RGB_white_star_ASAP

RMSE: 0.5598551696155655

sparsity: Tan2016: 0.44884 Tan2017: 0.01028 Aksoy2017: 1.28291 Levin2008: 1.02227

RGB_black_star_ASAP

RMSE: 0.5598551696155655

sparsity: Tan2016: 0.44847 Tan2017: 0.02797 Aksoy2017: 1.25206 Levin2008: 1.02205

RGBXY_RGB_delaunay_ASAP

RMSE: 0.10938915541466429

sparsity: Tan2016: 0.60047 Tan2017: 0.01437 Aksoy2017: 1.54949 Levin2008: 1.02483

RGBXY_RGB_white_star_ASAP

RMSE: 2.3557734706552558

sparsity: Tan2016: 0.59859 Tan2017: 0.01437 Aksoy2017: 1.52556 Levin2008: 1.02468

RGBXY_RGB_black_star_ASAP

RMSE: 2.3557734706552673

sparsity: Tan2016: 0.5897 Tan2017: 0.02809 Aksoy2017: 1.46643 Levin2008: 1.02425

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

longtail.png

RGB_delaunay_ASAP

RMSE: 0.7860998556341084

sparsity: Tan2016: 0.65968 Tan2017: 0.05556 Aksoy2017: 1.65221 Levin2008: 1.0335

RGB_white_star_ASAP

RMSE: 2.5838375418676884e-14

sparsity: Tan2016: 0.65892 Tan2017: 0.10153 Aksoy2017: 1.31663 Levin2008: 1.03118

RGB_black_star_ASAP

RMSE: 2.677459769761923e-14

sparsity: Tan2016: 0.65832 Tan2017: 0.1069 Aksoy2017: 1.29498 Levin2008: 1.03097

RGBXY_RGB_delaunay_ASAP

RMSE: 1.9631830485139428

sparsity: Tan2016: 0.80353 Tan2017: 0.05907 Aksoy2017: 1.82628 Levin2008: 1.03558

RGBXY_RGB_white_star_ASAP

RMSE: 1.9631830485054962

sparsity: Tan2016: 0.87733 Tan2017: 0.08623 Aksoy2017: 1.72138 Levin2008: 1.03563

RGBXY_RGB_black_star_ASAP

RMSE: 1.963183048426006

sparsity: Tan2016: 0.932 Tan2017: 0.09225 Aksoy2017: 1.72676 Levin2008: 1.03598

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

parrot.png

RGB_delaunay_ASAP

RMSE: 0.556407177220584

sparsity: Tan2016: 0.45786 Tan2017: 0.02897 Aksoy2017: 1.14965 Levin2008: 1.02152

RGB_white_star_ASAP

RMSE: 0.6614846812066584

sparsity: Tan2016: 0.45632 Tan2017: 0.02069 Aksoy2017: 1.17956 Levin2008: 1.02172

RGB_black_star_ASAP

RMSE: 0.6614846812066584

sparsity: Tan2016: 0.45573 Tan2017: 0.04053 Aksoy2017: 1.00733 Levin2008: 1.02045

RGBXY_RGB_delaunay_ASAP

RMSE: 2.3987794177272654

sparsity: Tan2016: 0.61782 Tan2017: 0.02913 Aksoy2017: 1.29925 Levin2008: 1.02348

RGBXY_RGB_white_star_ASAP

RMSE: 2.8275774173803647

sparsity: Tan2016: 0.61795 Tan2017: 0.02405 Aksoy2017: 1.32635 Levin2008: 1.02357

RGBXY_RGB_black_star_ASAP

RMSE: 2.8275774173803394

sparsity: Tan2016: 0.66574 Tan2017: 0.03856 Aksoy2017: 1.25294 Levin2008: 1.02345

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

plants.png

RGB_delaunay_ASAP

RMSE: 1.6202829038212585

sparsity: Tan2016: 0.56 Tan2017: 0.0544 Aksoy2017: 1.40387 Levin2008: 1.02702

RGB_white_star_ASAP

RMSE: 3.561472720088209e-14

sparsity: Tan2016: 0.55822 Tan2017: 0.07732 Aksoy2017: 1.33343 Levin2008: 1.02653

RGB_black_star_ASAP

RMSE: 2.9119623954356273

sparsity: Tan2016: 0.5574 Tan2017: 0.07692 Aksoy2017: 1.33862 Levin2008: 1.02649

RGBXY_RGB_delaunay_ASAP

RMSE: 5.409005866743205

sparsity: Tan2016: 0.79845 Tan2017: 0.05835 Aksoy2017: 1.73852 Levin2008: 1.03085

RGBXY_RGB_white_star_ASAP

RMSE: 5.409005858717077

sparsity: Tan2016: 0.85662 Tan2017: 0.06924 Aksoy2017: 1.77197 Levin2008: 1.03152

RGBXY_RGB_black_star_ASAP

RMSE: 9.36344837225681

sparsity: Tan2016: 0.8544 Tan2017: 0.06741 Aksoy2017: 1.88378 Levin2008: 1.03145

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP

room.png

RGB_delaunay_ASAP

RMSE: 1.9420148552769954

sparsity: Tan2016: 0.78764 Tan2017: 0.07446 Aksoy2017: 1.74593 Levin2008: 1.04079

RGB_white_star_ASAP

RMSE: 3.0353851803770546e-14

sparsity: Tan2016: 0.78743 Tan2017: 0.11725 Aksoy2017: 1.60482 Levin2008: 1.03966

RGB_black_star_ASAP

RMSE: 2.6356444683852772e-14

sparsity: Tan2016: 0.78743 Tan2017: 0.11725 Aksoy2017: 1.60482 Levin2008: 1.03966

RGBXY_RGB_delaunay_ASAP

RMSE: 3.900631550788789

sparsity: Tan2016: 0.88005 Tan2017: 0.07756 Aksoy2017: 1.86315 Levin2008: 1.04242

RGBXY_RGB_white_star_ASAP

RMSE: 3.900631550788789

sparsity: Tan2016: 0.96725 Tan2017: 0.10249 Aksoy2017: 1.92411 Levin2008: 1.04362

RGBXY_RGB_black_star_ASAP

RMSE: 3.9006315507887885

sparsity: Tan2016: 0.96725 Tan2017: 0.10249 Aksoy2017: 1.92411 Levin2008: 1.04362

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

rowboat1.png

RGB_delaunay_ASAP

RMSE: 0.7700351967911964

sparsity: Tan2016: 0.54592 Tan2017: 0.03405 Aksoy2017: 1.17695 Levin2008: 1.02546

RGB_white_star_ASAP

RMSE: 5.861104331084154e-14

sparsity: Tan2016: 0.5457 Tan2017: 0.09994 Aksoy2017: 1.24063 Levin2008: 1.02574

RGB_black_star_ASAP

RMSE: 1.0251685967740564e-13

sparsity: Tan2016: 0.54576 Tan2017: 0.10263 Aksoy2017: 1.2512 Levin2008: 1.02583

RGBXY_RGB_delaunay_ASAP

RMSE: 1.26366057272342

sparsity: Tan2016: 0.76233 Tan2017: 0.0522 Aksoy2017: 1.49846 Levin2008: 1.02922

RGBXY_RGB_white_star_ASAP

RMSE: 1.2636605727240693

sparsity: Tan2016: 0.79702 Tan2017: 0.08872 Aksoy2017: 1.57727 Levin2008: 1.02971

RGBXY_RGB_black_star_ASAP

RMSE: 1.2636605727240713

sparsity: Tan2016: 0.84974 Tan2017: 0.09098 Aksoy2017: 1.58582 Levin2008: 1.02987

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

rowboat2.png

RGB_delaunay_ASAP

RMSE: 1.4389408918195759

sparsity: Tan2016: 0.61536 Tan2017: 0.02433 Aksoy2017: 1.05932 Levin2008: 1.02836

RGB_white_star_ASAP

RMSE: 5.815835824218254e-14

sparsity: Tan2016: 0.61509 Tan2017: 0.04988 Aksoy2017: 1.23017 Levin2008: 1.02975

RGB_black_star_ASAP

RMSE: 7.61826478684812e-14

sparsity: Tan2016: 0.61509 Tan2017: 0.04988 Aksoy2017: 1.23017 Levin2008: 1.02975

RGBXY_RGB_delaunay_ASAP

RMSE: 1.9890734602342237

sparsity: Tan2016: 0.77042 Tan2017: 0.02706 Aksoy2017: 1.26255 Levin2008: 1.03141

RGBXY_RGB_white_star_ASAP

RMSE: 1.989073460234626

sparsity: Tan2016: 0.88141 Tan2017: 0.0407 Aksoy2017: 1.57901 Levin2008: 1.03429

RGBXY_RGB_black_star_ASAP

RMSE: 1.989073460234625

sparsity: Tan2016: 0.88141 Tan2017: 0.0407 Aksoy2017: 1.57901 Levin2008: 1.03429

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

scrooge.png

RGB_delaunay_ASAP

RMSE: 0.0776460753855607

sparsity: Tan2016: 0.60087 Tan2017: 0.03905 Aksoy2017: 0.52936 Levin2008: 1.02335

RGB_white_star_ASAP

RMSE: 9.442437274920701e-14

sparsity: Tan2016: 0.59279 Tan2017: 0.02331 Aksoy2017: 0.46585 Levin2008: 1.0213

RGB_black_star_ASAP

RMSE: 9.74807992906873e-14

sparsity: Tan2016: 0.59279 Tan2017: 0.02331 Aksoy2017: 0.46585 Levin2008: 1.0213

RGBXY_RGB_delaunay_ASAP

RMSE: 0.13829669193120278

sparsity: Tan2016: 0.62565 Tan2017: 0.03864 Aksoy2017: 0.53541 Levin2008: 1.02365

RGBXY_RGB_white_star_ASAP

RMSE: 0.13829669193119037

sparsity: Tan2016: 0.72185 Tan2017: 0.02819 Aksoy2017: 0.50603 Levin2008: 1.0234

RGBXY_RGB_black_star_ASAP

RMSE: 0.1382966919311932

sparsity: Tan2016: 0.72185 Tan2017: 0.02819 Aksoy2017: 0.50603 Levin2008: 1.0234

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

tomato.png

RGB_delaunay_ASAP

RMSE: 0.19249712728379734

sparsity: Tan2016: 0.64885 Tan2017: 0.019 Aksoy2017: 1.47849 Levin2008: 1.0321

RGB_white_star_ASAP

RMSE: 0.7010990977768986

sparsity: Tan2016: 0.64879 Tan2017: 0.06078 Aksoy2017: 1.4184 Levin2008: 1.03162

RGB_black_star_ASAP

RMSE: 0.7010990977768986

sparsity: Tan2016: 0.64908 Tan2017: 0.06078 Aksoy2017: 1.76047 Levin2008: 1.03394

RGBXY_RGB_delaunay_ASAP

RMSE: 1.6713499698900687

sparsity: Tan2016: 0.8252 Tan2017: 0.03758 Aksoy2017: 1.86356 Levin2008: 1.03597

RGBXY_RGB_white_star_ASAP

RMSE: 7.346117797449523

sparsity: Tan2016: 0.85475 Tan2017: 0.05682 Aksoy2017: 1.8434 Levin2008: 1.03582

RGBXY_RGB_black_star_ASAP

RMSE: 7.346117797449518

sparsity: Tan2016: 0.80172 Tan2017: 0.05682 Aksoy2017: 1.91639 Levin2008: 1.03561

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_white_star_ASAP

tree.png

RGB_delaunay_ASAP

RMSE: 0.9983093437936575

sparsity: Tan2016: 0.6554 Tan2017: 0.06604 Aksoy2017: 1.28593 Levin2008: 1.03061

RGB_white_star_ASAP

RMSE: 1.6677296650629227e-14

sparsity: Tan2016: 0.65404 Tan2017: 0.03957 Aksoy2017: 1.20179 Levin2008: 1.0297

RGB_black_star_ASAP

RMSE: 1.5661137014695258e-14

sparsity: Tan2016: 0.65289 Tan2017: 0.03957 Aksoy2017: 1.11725 Levin2008: 1.02892

RGBXY_RGB_delaunay_ASAP

RMSE: 2.980517901617521

sparsity: Tan2016: 0.80885 Tan2017: 0.06184 Aksoy2017: 1.42003 Levin2008: 1.03264

RGBXY_RGB_white_star_ASAP

RMSE: 2.980517901652826

sparsity: Tan2016: 0.83561 Tan2017: 0.04928 Aksoy2017: 1.45223 Levin2008: 1.03316

RGBXY_RGB_black_star_ASAP

RMSE: 2.9805179016583745

sparsity: Tan2016: 0.88949 Tan2017: 0.04928 Aksoy2017: 1.37209 Levin2008: 1.03292

4 different sparsities's minimum choice is:: RGB_black_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

tulips.png

RGB_delaunay_ASAP

RMSE: 0.714006108063023

sparsity: Tan2016: 0.55887 Tan2017: 0.02034 Aksoy2017: 1.19776 Levin2008: 1.02545

RGB_white_star_ASAP

RMSE: 48.530889849991496

sparsity: Tan2016: 0.55053 Tan2017: 0.01042 Aksoy2017: 1.04397 Levin2008: 1.0239

RGB_black_star_ASAP

RMSE: 0.00038546134942086114

sparsity: Tan2016: 0.55209 Tan2017: 0.02097 Aksoy2017: 1.04367 Levin2008: 1.02413

RGBXY_RGB_delaunay_ASAP

RMSE: 2.2628338128712726

sparsity: Tan2016: 0.74708 Tan2017: 0.02504 Aksoy2017: 1.38446 Levin2008: 1.02823

RGBXY_RGB_white_star_ASAP

RMSE: 67.56275083165802

sparsity: Tan2016: 0.83219 Tan2017: 0.01898 Aksoy2017: 1.51441 Levin2008: 1.02894

RGBXY_RGB_black_star_ASAP

RMSE: 2.262836634422449

sparsity: Tan2016: 0.82098 Tan2017: 0.02588 Aksoy2017: 1.33208 Levin2008: 1.02819

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_white_star_ASAP

turquoise.png

RGB_delaunay_ASAP

RMSE: 0.2289586713765854

sparsity: Tan2016: 0.66347 Tan2017: 0.06876 Aksoy2017: 1.4474 Levin2008: 1.03229

RGB_white_star_ASAP

RMSE: 7.625051527863291e-14

sparsity: Tan2016: 0.6635 Tan2017: 0.04873 Aksoy2017: 1.52013 Levin2008: 1.03286

RGB_black_star_ASAP

RMSE: 7.625051527863291e-14

sparsity: Tan2016: 0.6635 Tan2017: 0.04873 Aksoy2017: 1.52013 Levin2008: 1.03286

RGBXY_RGB_delaunay_ASAP

RMSE: 0.4341415209523297

sparsity: Tan2016: 0.79737 Tan2017: 0.06533 Aksoy2017: 1.48069 Levin2008: 1.03325

RGBXY_RGB_white_star_ASAP

RMSE: 0.4341415209537718

sparsity: Tan2016: 0.86287 Tan2017: 0.05037 Aksoy2017: 1.60191 Levin2008: 1.03436

RGBXY_RGB_black_star_ASAP

RMSE: 0.4341415209537718

sparsity: Tan2016: 0.86287 Tan2017: 0.05037 Aksoy2017: 1.60191 Levin2008: 1.03436

4 different sparsities's minimum choice is:: RGB_delaunay_ASAP,RGB_white_star_ASAP,RGB_delaunay_ASAP,RGB_delaunay_ASAP

umbrella.png

RGB_delaunay_ASAP

RMSE: 0.11427437774744864

sparsity: Tan2016: 0.39254 Tan2017: 0.00578 Aksoy2017: 1.38717 Levin2008: 1.01882

RGB_white_star_ASAP

RMSE: 2.6463970910164122e-14

sparsity: Tan2016: 0.39097 Tan2017: 0.01157 Aksoy2017: 1.40198 Levin2008: 1.01885

RGB_black_star_ASAP

RMSE: 5.5764420847435285e-14

sparsity: Tan2016: 0.39105 Tan2017: 0.00159 Aksoy2017: 1.3456 Levin2008: 1.0186

RGBXY_RGB_delaunay_ASAP

RMSE: 0.19052710409549495

sparsity: Tan2016: 0.65685 Tan2017: 0.00961 Aksoy2017: 1.85613 Levin2008: 1.02256

RGBXY_RGB_white_star_ASAP

RMSE: 0.19052710668673806

sparsity: Tan2016: 0.65069 Tan2017: 0.01526 Aksoy2017: 1.83663 Levin2008: 1.02237

RGBXY_RGB_black_star_ASAP

RMSE: 0.19052710668681358

sparsity: Tan2016: 0.6847 Tan2017: 0.00594 Aksoy2017: 1.85893 Levin2008: 1.02277

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP

yard.png

RGB_delaunay_ASAP

RMSE: 1.2282559500099084

sparsity: Tan2016: 0.54207 Tan2017: 0.0627 Aksoy2017: 1.18404 Levin2008: 1.02531

RGB_white_star_ASAP

RMSE: 2.6713376650690692e-14

sparsity: Tan2016: 0.54066 Tan2017: 0.06967 Aksoy2017: 0.95864 Levin2008: 1.02324

RGB_black_star_ASAP

RMSE: 3.07557887884595e-14

sparsity: Tan2016: 0.54159 Tan2017: 0.06167 Aksoy2017: 0.91991 Levin2008: 1.02284

RGBXY_RGB_delaunay_ASAP

RMSE: 2.973149382910026

sparsity: Tan2016: 0.70981 Tan2017: 0.0586 Aksoy2017: 1.39379 Levin2008: 1.02814

RGBXY_RGB_white_star_ASAP

RMSE: 2.9731493829100235

sparsity: Tan2016: 0.83623 Tan2017: 0.06216 Aksoy2017: 1.38053 Levin2008: 1.02905

RGBXY_RGB_black_star_ASAP

RMSE: 2.9731493829100226

sparsity: Tan2016: 0.83111 Tan2017: 0.0556 Aksoy2017: 1.40506 Levin2008: 1.02934

4 different sparsities's minimum choice is:: RGB_white_star_ASAP,RGBXY_RGB_black_star_ASAP,RGB_black_star_ASAP,RGB_black_star_ASAP