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id="form1:j_idt396:0:lnkIconShowComponent" name="form1:j_idt396:0:lnkIconShowComponent" href="https://pure.mpg.de/pubman/item/item_2642602_4/component/file_2642601/arXiv%3A1806.04950.pdf" rel="noreferrer noopener" style="float:left;font-size:200%;line-height:100%;color:#000000;" target="_blank"> <i class="fa fa-arrow-circle-o-down" style="color: #3a3b3b;"></i></a><span id="form1:j_idt396:0:imgFileGroupOpenAccessUnknown"> <img src="../resources/images/open_access_not_specified_31.png" class="large_imgImg xTiny_marginRExcl" align="left" title="Open Access status unknown" /></span> <p class="double_area0 grid-item-3"> <a id="form1:j_idt396:0:lnkShowComponent" name="form1:j_idt396:0:lnkShowComponent" href="https://pure.mpg.de/pubman/item/item_2642602_4/component/file_2642601/arXiv%3A1806.04950.pdf" rel="noreferrer noopener" target="_blank"><span title="arXiv:1806.04950.pdf">arXiv:1806.04950.pdf</span></a>   <br />  (プレプリント), 3MB </p></span> </div></div></div></div> <div class="huge_area0 tile_category borderYellow"> <div class="huge_area0_p6"> <h5 class="tile_title"> <img src="../resources/images/overviewPage/supplementary_material_31.png" class="big_imgBtn" align="right" />付随資料 (公開) </h5></div> <div class="free_area0_p6">There is no public supplementary material available</div> <div class="huge_area0_p0 nano" style="max-height:300px;"><div class="free_area0_p6 content"></div></div></div> <div class="third_area0 tile_category borderOrange"> <div class="third_area0_p6"> <h5 class="tile_citation_title"> <img src="../resources/images/overviewPage/citation_31.png" class="big_imgBtn" align="right" />引用 </h5></div> <div class="third_area0_p6">  <div class="Pubman"> <p>Serrano, A., Gutierrez, D., Myszkowski, K., Seidel, H.-P., & Masia, B. <span class="DisplayDateStatus">(2018).</span> An Intuitive Control Space for Material Appearance. Retrieved from http://arxiv.org/abs/1806.04950. </p> </div> <br /> <span id="form1:txtCitationUrlItemPid">引用: </span><a id="form1:lnkCitationURLItemPid" name="form1:lnkCitationURLItemPid" href="https://hdl.handle.net/21.11116/0000-0002-151E-6" title="Always points to the most recent version of this publication, which is accessible with your user rights. Depending on the status of the actual version you may directed to different versions.">https://hdl.handle.net/21.11116/0000-0002-151E-6</a> </div></div> <div class="third_area0 tile_category borderBrown"> <div class="third_area0_p6"> <h5 class="tile_title"> <img src="../resources/images/overviewPage/abstract_31.png" class="big_imgBtn" align="right" />要旨 </h5></div>  <div class="third_area0_p6"> Many different techniques for measuring material appearance have been<br>proposed in the last few years. These have produced large public datasets,<br>which have been used for accurate, data-driven appearance modeling. However,<br>although these datasets have allowed us to reach an unprecedented level of<br>realism in visual appearance, editing the captured data remains a challenge. In<br>this paper, we present an intuitive control space for predictable editing of<br>captured BRDF data, which allows for artistic creation of plausible novel<br>material appearances, bypassing the difficulty of acquiring novel samples. We<br>first synthesize novel materials, extending the existing MERL dataset up to 400<br>mathematically valid BRDFs. We then design a large-scale experiment, gathering<br>56,000 subjective ratings on the high-level perceptual attributes that best<br>describe our extended dataset of materials. Using these ratings, we build and<br>train networks of radial basis functions to act as functionals mapping the<br>perceptual attributes to an underlying PCA-based representation of BRDFs. We<br>show that our functionals are excellent predictors of the perceived attributes<br>of appearance. Our control space enables many applications, including intuitive<br>material editing of a wide range of visual properties, guidance for gamut<br>mapping, analysis of the correlation between perceptual attributes, or novel<br>appearance similarity metrics. Moreover, our methodology can be used to derive<br>functionals applicable to classic analytic BRDF representations. We release our<br>code and dataset publicly, in order to support and encourage further research<br>in this direction.</div></div></div></div>  </div></div>  </div><input type="hidden" name="javax.faces.ViewState" id="j_id1:javax.faces.ViewState:2" value="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" autocomplete="off" /> </form> </div> <div class="footer"> <div class="full_area0">  <script data-name="matomo" data-category="analytics" type="text/plain"> var _paq = _paq || []; 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