'; header("Refresh:0"); $query = $_SERVER['QUERY_STRING']; parse_str($query); $dirname = "../aligned_data/".$input_set."_kelco"; $images = glob($dirname."/*.jpg"); $counter=0; $ex_ids=array(1); $styles=array('kelco', 'martin', 'platon'); $martin_choice=array( 5,3,1,2,1, 1,1,5,1,4, 1,1,2,1,1, 4,1,2,5,2, 1,1,5,1,3, 1,1,1,3,1, 1,1,5,1,1, 1,1,2,3,1, 1,1,1,4,4, 5,4,1,2,2, 2,1,3,2,1, 1,3,4,2,1, 1,2,1,1,4, 3,1,1,4,3, 1,2,4,4,3, 3,1,1,1,4, 1,1,1,2,1, 2,1,1,3,4, 1,2,3,1,2, 1,1,5); $kelco_choice=array( 1,1,1,1,1, 2,1,1,1,1, 1,1,1,1,1, 1,1,1,1,2, 1,1,1,1,1, 1,1,1,1,2, 1,2,1,1,1, 1,1,1,1,1, 1,1,1,1,1, 1,1,1,1,1, 1,4,3,1,1, 1,1,1,2,1, 1,1,1,1,3, 3,1,1,1,1, 1,1,1,1,1, 1,1,3,2,2, 1,3,2,1,1, 3,1,1,1,1, 1,1,1,1,1, 1,1,1); $platon_choice=array( 1,1,1,1,1,#5 1,2,4,3,1,#10 2,1,1,1,2,#15 1,1,1,2,5,#20 3,5,3,5,3,#25 1,1,1,2,1,#30 1,2,1,1,3,#35 1,1,1,2,1,#40 1,1,1,1,1,#45 2,1,1,1,1,#50 1,2,3,1,1,#55 2,2,1,1,4,#60 1,1,1,2,2,#65 2,1,1,2,3,#70 2,1,1,2,1,#75 1,1,3,1,2,#80 1,2,2,1,2,#85 1,1,1,2,1,#90 1,1,1,1,1,#95 1,1,1,); $eye_highlight=array( '156243258_ca4e3c085a_o', '4583418416_290d7e40a4_o', '6291840705_57ae5bc5ab_o', '8863596917_7e2a5d38a1_o',); $alpha_mask=array( '3608529260_8928fe1bd0_o', '4583420392_1056f22531_o', ); $cmap_platon=array( '2328140094_3005a149d4_o', '397673947_111f381c41_o', '5832044131_cba1862391_o', '5832598432_aa382b5080_o', '8702724096_48da1a4fe1_o'); # Make the choice in dictionary form function cut_fname($in){ return basename($in, '.jpg'); } $fnames=array_map("cut_fname", $images); $martin_choice=array_combine($fnames,$martin_choice); $kelco_choice=array_combine($fnames,$kelco_choice); $platon_choice=array_combine($fnames,$platon_choice); # Organize the order $to_Top=array(32, 29, 6, 9, 11, 19,47, 8, 16, 76,); $to_Hide=array(35, 91, 95, 13); $top_element=array(); $re_order=True; if ($re_order){ foreach($to_Hide as $hide){ unset($images[$hide]);} foreach($to_Top as $top){ array_push($top_element, $images[$top]); unset($images[$top]);} foreach($top_element as $top){ array_unshift($images, $top);} $images=array_values($images); } echo ''; echo '

Additional Results for Paper:
Style Transfer for Headshot Portraits

'; echo '

Description:
we run style transfer on '.htmlspecialchars(sizeof($images)).' inputs unbiasedly downloaded from Flickr. Collection workflow is described in the main paper.
Each row shows an input as well as three style transferred results. We show the examples in the insets.
** For the best view, please make sure all results from the same input stay in the same line.

Workflow:
for each style, our automatic selection algorithm picks up the top 5 candidates for style transfer.
Then we show the best result based on the matching quality, selected by us.
We show the example rank in the caption under the output. Most of them are the first choice.

'; echo '

---

'; $start_num=0; $end_num=sizeof($images)-1; if ($page==1){ $start_num=0; $end_num=$start_num+50-1; }elseif ($page==2){ $start_num=50; $end_num=sizeof($images)-1;} echo '

[Show inputs 1-50] '; echo '[Show inputs 51-'.htmlspecialchars(sizeof($images)).']

'; echo '

*** If the webpage stops loading, please release the cache by refreshing. Mac: command+shift+R, Win: ctrl+shift+R.

'; echo '

---

'; $hard_matting=array('138893881_71f74f3e35_o', '3098125602_3d9c75402a_o', '4376153706_c148a92882_o'); $blur=array('6342430723_c8e126f2f3_o','6343764775_57d46c711a_o','6146621199_393b622aa2_o'); foreach(range($start_num, $end_num) as $counter) { $image=$images[$counter]; $fname=basename($image, '.jpg'); echo ''; } echo '

*Click the thumbnail to directly go to the result.

'; echo '

---

'; # #
The examples in the same colum are from the same photographer (all unfiliated with the project). #
From the first to the third colum, the photographers are # Kelly Castro, # Martin Schoeller, # and Platon. #
Click the above external links to enjoy part of their portraits and styles online. # Display input/results foreach(range($start_num, $end_num) as $counter) { $image=$images[$counter]; $fname=basename($image, '.jpg'); echo ''; echo '

Test id='.(htmlspecialchars($counter+1)).', file name='.htmlspecialchars($fname).'

'; $input_note=''; if (in_array($fname, $eye_highlight)){ $input_note='(E*)';} if (in_array($fname, $alpha_mask)){ $input_note=$input_note.'(A*)';} echo '

'; foreach ($styles as $style){ $id=1; $cmap_note=''; if($flag_select){ if($style=="martin"){ $id=$martin_choice[$fname]; }elseif($style=='kelco'){ $id=$kelco_choice[$fname]; }elseif($style=='platon'){ $id=$platon_choice[$fname]; if (in_array($fname, $cmap_platon)) {$cmap_note='(C*)';} }} echo '

'; } /* if (in_array($fname, $eye_highlight)){ $style='martin'; echo '

';} if (in_array($fname, $alpha_mask)){ $style='martin'; $id=$martin_choice[$fname]; echo '

';} if (in_array($fname, $cmap_platon)){ $style='platon'; $id=$platon_choice[$fname]; echo '

';} if (in_array($fname, $hard_matting)) echo'
* Alpha mask is very challenging in this input.'; if ($fname=='7093390373_e66faba346_o') echo '
* This input contains a lot of image noise'; if ($fname=='105415829_63735f2374_o') echo '
* We did not correct the red eye effect'; if ($fname=='4057711393_cf0cb75243_o') echo '
* Our color style data-base is lack of old man with big beard, so we cannot find a good match.'; if ($fname=='4489008658_f9d8cab630_o') echo '
* For color style, our matching algorithm fails in finding good candidates'; if ($fname=='4583418416_290d7e40a4_o') echo '
* Alpha mask missed some parts of the hair.'; if ($fname=='5375187885_332a98e7b2_o') echo '
* The input is taken under harsh lighting'; if (in_array($fname, $blur)) echo '
* The input is blurry'; if ($fname=='6273386092_e3a39fe19a_o') echo '
* Our color-style data-base is lack of man with white hair'; if ($fname=='8519469936_afafb426c7_o') echo '
* The input contains hard shadow caused by the glasses. Our method cannot remove it'; */ echo '

---

'; } echo '

'; if ($page==1){ echo '

Show next 51-'.htmlspecialchars(sizeof($images)).' results

'; }elseif($page==2){ echo '

Show previous 1-50 results

';} echo '

'; echo '