Distributed Optimization Framework for Shadow Removal in Multi‐Projection Systems

Tsukamoto J.; Iwai D.; Kashima K.

摘要

Abstract >This paper proposes a novel shadow removal technique for cooperative projection system based on spatiotemporal prediction. In our previous work, we proposed a distributed feedback algorithm, which is implementable in cooperative projection environments subject to data transfer constraints between components. A weakness of this scheme is that the compensation is conducted in each pixel independently. As a result, spatiotemporal information of the environmental change cannot be utilized even if it is available. In view of this, we specifically investigate the situation where some of the projectors are occluded by a moving object whose one‐frame‐ahead behaviour is predictable. In order to remove the resulting shadow, we propose a novel error propagating scheme that is still implementable in a distributed manner and enables us to incorporate the prediction information of the obstacle. It is demonstrated theoretically and experimentally that the proposed method significantly improves the shadow removal performance in comparison to the previous work. </abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><Abstract Type =“Main”XML：Lang =“en”> <标题类型=“main”>抽象</ title> >本文提出了一种基于时空预测的协作投影系统的新型阴影去除技术。在我们以前的工作中，我们提出了一种分布式反馈算法，该算法可用于经过组件之间的数据传输约束的合作投影环境中可实现。该方案的弱点是补偿在每个像素中独立地进行。结果，即使可用也不能使用环境变化的时空信息。鉴于此，我们专门调查某些投影仪被移动对象封闭的情况，其一组前方行为是可预测的。为了去除所产生的阴影，我们提出了一种新的误差传播方案，其仍然以分布式方式可实现，并且使我们能够结合障碍物的预测信息。理论上和实验证明了所提出的方法显着提高了与前一项工作相比的阴影去除性能。</ p> </摘要> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" >著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-16902/'>《Computer Graphics Forum: Journal of the European Association for Computer Graphics》</a> <b style="margin: 0 2px;">|</b><span>2017年第8期</span><b style="margin: 0 2px;">|</b><span>共11页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Tsukamoto J.&option=202" target="_blank" rel="nofollow">Tsukamoto J.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Iwai D.&option=202" target="_blank" rel="nofollow">Iwai D.;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Kashima K.&option=202" target="_blank" rel="nofollow">Kashima K.;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>Graduate School of InformaticsKyoto Japan;</p> <p>Graduate School of Engineering ScienceToyonaka Japan;</p> <p>Graduate School of InformaticsKyoto Japan;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li > <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span><a href="https://www.zhangqiaokeyan.com/clc/7754.html" title="计算机的应用">计算机的应用;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=spatial augmented reality&option=203" rel="nofollow">spatial augmented reality;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=projection mapping&option=203" rel="nofollow">projection mapping;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=mutli‐projection system&option=203" rel="nofollow">mutli‐projection system;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=shadow removal&option=203" rel="nofollow">shadow removal;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=control theory&option=203" rel="nofollow">control theory;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=distributed optimization&option=203" rel="nofollow">distributed optimization;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=I.4.0 Image Processing and Computer Vision: General Image displays&option=203" rel="nofollow">I.4.0 Image Processing and Computer Vision: General Image displays;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Human‐centered computing?Mixed / augmented reality&option=203" rel="nofollow">Human‐centered computing?Mixed / augmented reality;</a> </p> <div class="translation"> 机译：空间增强现实;投影映射;Mutli投影系统;暗影去除;控制理论;分布式优化;i.4.0 [图像处理和计算机愿景]：一般图像显示;以人为本的计算？混合/增强现实; </div> </li> </ul> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> <li >中文文献</li> <li >专利</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704022260294.html">Distributed Optimization Framework for Shadow Removal in Multi‐Projection Systems</a> <b>[J]</b> . <span> <a 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<span> 中国专利： CN208310283U </span> <span> . 2019.01.01</span> </div> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/patent-detail/06120111007216.html">框架剪力墙结构中剪力墙拆除的附加结构及方法</a> <b>[P]</b> . <span> 中国专利： CN108518084A </span> <span> . 2018-09-11</span> </div> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/patent-detail/06130401647047.html">Shadow agent projection in multiple places to reduce agent movement over nodes in distributed agent-based simulation</a> <b>[P]</b> . <span> 外国专利：  US10554498B2 </span> <span> . 2020-02-04</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：在多个位置进行影子代理投影，以减少基于分布式代理的模拟中代理在节点上的移动 </span> </p> </li> <li> <div> <b>4. </b><a class="enjiyixqcontent" href="/patent-detail/06130401923673.html">Shadow agent projection in multiple places to reduce agent movement over nodes in distributed agent-based simulation</a> <b>[P]</b> . <span> 外国专利：  US10567233B2 </span> <span> . 2020-02-18</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：在多个位置进行影子代理投影，以减少基于分布式代理的模拟中代理在节点上的移动 </span> </p> </li> <li> <div> <b>5. </b><a class="enjiyixqcontent" href="/patent-detail/06130404396242.html">SHADOW AGENT PROJECTION IN MULTIPLE PLACES TO REDUCE AGENT MOVEMENT OVER NODES IN DISTRIBUTED AGENT-BASED SIMULATION</a> <b>[P]</b> . <span> 外国专利：  US2018359310A1 </span> <span> . 2018-12-13</span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：基于分布式代理仿真的多个位置的影子代理投影，以减少代理移动超过节点的次数 </span> </p> </li> </ul> </div> </div> </div> <div class="theme cardcommon" style="overflow: auto;display:none"> <h3 class="all_title" id="enpatent55">相关主题</h3> <ul id="subject"> 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