Difference between revisions of "Publications/carlinet.14.icip.inc"
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== Detailed Results == |
== Detailed Results == |
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=== By images === |
=== By images === |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/apples2_ph-ulm apples2_ph-ulm]</div> |
+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clr_cubes1_ph-ulm clr_cubes1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/hand hand]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/paper1_ph-ulm paper1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/artificial artificial]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clr_cubes2_ph-ulm clr_cubes2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/hdr_mondrian_ph-ulm hdr_mondrian_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/paper2_ph-ulm paper2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/ball_ph-ulm ball_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clr_cubes3_ph-ulm clr_cubes3_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/hdr hdr]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/paper_ph-ulm paper_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/big_building big_building]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clr_cubes4_ph-ulm clr_cubes4_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/iceaxe_ph-ulm iceaxe_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/plastic-1_ph-ulm plastic-1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/big_tree big_tree]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clr_cubes5_ph-ulm clr_cubes5_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/jersey_ph-ulm jersey_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/plastic-2_ph-ulm plastic-2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/blocks1_ph-ulm blocks1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clr_cubes6_ph-ulm clr_cubes6_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/leaves_iso_1600 leaves_iso_1600]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/rope_ph-ulm rope_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/books-1_ph-ulm books-1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/copperjug_ph-ulm copperjug_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/leaves_iso_200 leaves_iso_200]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/shades_ph-ulm shades_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/books-2_ph-ulm books-2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/cu-brass_ph-ulm cu-brass_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/macbeth_ph-ulm macbeth_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/sml_mondrian1_ph-ulm sml_mondrian1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/books-3_ph-ulm books-3_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/deer deer]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/madeleine madeleine]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/sml_mondrian2_ph-ulm sml_mondrian2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/books-4_ph-ulm books-4_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/dog_ph-ulm dog_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/monkey-1_ph-ulm monkey-1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/spider_web spider_web]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/books-5_ph-ulm books-5_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/elephant_ph-ulm elephant_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/munsell1_ph-ulm munsell1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/tape-1_ph-ulm tape-1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/bridge bridge]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/fireext_ph-ulm fireext_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/munsell2_ph-ulm munsell2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/tide_ph-ulm tide_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/cathedral cathedral]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/fireworks fireworks]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/munsell3_ph-ulm munsell3_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/tools_ph-ulm tools_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/cercles_01 cercles_01]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/flcopper_ph-ulm flcopper_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/munsell4_ph-ulm munsell4_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/vase_ph-ulm vase_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clothes2_ph-ulm clothes2_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/flower_foveon flower_foveon]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/munsell5_ph-ulm munsell5_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/weave_ph-ulm weave_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clothes3_ph-ulm clothes3_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/forssen forssen]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/nightshot_iso_100 nightshot_iso_100]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/clothes4_ph-ulm clothes4_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/fruit-1_ph-ulm fruit-1_ph-ulm]</div> |
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+ | <div class="plainlinks">[https://www.lrde.epita.fr/dload/olena/resources/carlinet.14.icip/html/byimage/nightshot_iso_1600 nightshot_iso_1600]</div> |
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=== By methods === |
=== By methods === |
Revision as of 16:36, 19 February 2014
Method Description
(Pre)order based methods
Colors are reduced to scalar value that defines an ordering to compute the Tree of Shapes. We have tested different pre-order on several color space, as well as several restitution rules.
- Restitution Rules:
- Nearest color (NC): A removed shape is assigned to the closest color in the parent shape.
- Mean (Pmean): Every shape is assigned with the mean color of its pixels.
- Mean Parent (MP): A removed shape is assigned with the mean color of the parent shape pixels.
- Total orders considered: (NC, Pmean, MP are equivalent in this case).
- Lexicographical (Lex): Lexicographical order with the R,G,B triplet.
- Total pre-orders considered:
- Lightness in La*b*
- Lightness in HLS
- Brightness
- Chrominance in La*b*
Distance based method
Graph-based method
Evaluation Procedure Description
The clean dataset used for our benchmark is available here, as well as the noisy version of the previous dataset (here).
Results Summary
Best Grain<br\> Size | Min PSNR | Max PSNR | Avg. PSNR | |
---|---|---|---|---|
Shape-Graph | ||||
Preorder CLa*b* (NC) | 2 | 36.21 | 39.60 | 37.43 |
Preorder LLa*b* (NC) | 5 | 36.32 | 38.43 | 37.43 |
Preorder LHLS (NC) | 7 | 36.34 | 39.36 | 37.57 |
Preorder Brightness (NC) | 8.5 | 36.39 | 39.60 | 37.67 |
Order Lex | 100 | 36.42 | 47.78 | 38.10 |
Distance-Based | 15 | 37.02 | 41.14 | 38.76 |
Preorder CLa*b* (MP) | 300 | 36.31 | 41.37 | 38.92 |
Preorder CLa*b* (Pmean) | 200 | 36.20 | 41.45 | 39.03 |
Preorder LLa*b* (MP) | 300 | 36.77 | 41.38 | 39.34 |
Preorder LHLS (MP) | 300 | 36.65 | 41.49 | 39.59 |
Preorder LLa*b* (Pmean) | 200 | 37.00 | 42.22 | 39.72 |
Preorder Brightness (MP) | 300 | 36.60 | 42.69 | 39.94 |
Preorder LHLS (Pmean) | 200 | 37.03 | 41.84 | 39.96 |
Preorder Brightness (Pmean) | 200 | 36.41 | 43.19 | 40.40 |
Shape-Graph (marginal) | 50 | 37.59 | 50.21 | 41.66 |