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Watch to Edit: Video Retargeting using Gaze

机译:观看编辑:使用凝视视频重新定位

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Abstract >We present a novel approach to optimally retarget videos for varied displays with differing aspect ratios by preserving salient scene content discovered via eye tracking. Our algorithm performs editing with cut, pan and zoom operations by optimizing the path of a cropping window within the original video while seeking to (i) preserve salient regions, and (ii) adhere to the principles of cinematography. Our approach is (a) content agnostic as the same methodology is employed to re‐edit a wide‐angle video recording or a close‐up movie sequence captured with a static or moving camera, and (b) independent of video length and can in principle re‐edit an entire movie in one shot. > Our algorithm consists of two steps. The first step employs gaze transition cues to detect time stamps where new cuts are to be introduced in the original video via dynamic programming. A subsequent step optimizes the cropping window path (to create pan and zoom effects), while accounting for the original and new cuts. The cropping window path is designed to include maximum gaze information, and is composed of piecewise constant, linear and parabolic segments. It is obtained via L (1) regularized convex optimization which ensures a smooth viewing experience. We test our approach on a wide variety of videos and demonstrate significant improvement over the state‐of‐the‐art, both in terms of computational complexity and qualitative aspects. A study performed with 16 users confirms that our approach results in a superior viewing experience as compared to gaze driven re‐editing [JSSH15] and letterboxing methods, especially for wide‐angle static camera recordings. </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”> <标题类型=“main”>抽象</ title> >我们提出了一种新的方法,以通过保护通过眼跟踪发现的突出场景内容来实现具有不同宽度的变化的变化视频的新方法。我们的算法通过优化原始视频内的裁剪窗口的路径来执行编辑,同时寻求(i)保留凸起区域,(ii)坚持电影原理。我们的方法是(a)内容不可知的方法,因为采用相同的方法来重新编辑广角视频记录或用静态或移动相机捕获的特写电影序列,以及(b)独立于视频长度,并且可以在原理在一次拍摄中重新编辑整部电影。</ p> >我们的算法由两个步骤组成。第一步采用凝视过渡线索来检测通过动态编程在原始视频中引入新切割的时间戳。后续步骤优化裁剪窗口路径(创建平移和缩放效果),同时会计原始和新剪切。裁剪窗口路径被设计为包括最大凝视信息,并且由分段恒定,线性和抛物线段组成。它通过L (1)(1)(1)进行正则化凸优化,其确保了平稳的观察体验。我们在各种视频上测试我们的方法,并在计算复杂性和定性方面方面表现出对最先进的技术的显着改进。使用16个用户执行的一项研究确认我们的方法与凝视驱动的重新编辑[JSSH15]和字母盒装方法相比,我们的方法在较高的观看体验中,特别是对于广角静态摄像头录制。 </ p> </ abstract> </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>2018年第2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=Rachavarapu Kranthi Kumar&option=202" target="_blank" rel="nofollow">Rachavarapu Kranthi Kumar;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Kumar Moneish&option=202" target="_blank" rel="nofollow">Kumar Moneish;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Gandhi Vineet&option=202" target="_blank" rel="nofollow">Gandhi Vineet;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Subramanian Ramanathan&option=202" target="_blank" rel="nofollow">Subramanian Ramanathan;</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>CVITIIIT Hyderabad;</p> <p>CVITIIIT Hyderabad;</p> <p>CVITIIIT Hyderabad;</p> <p>University of GlasgowSingapore;</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=CCS Concepts&option=203" rel="nofollow">CCS Concepts;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=?Computing methodologies → Scene Understanding&option=203" rel="nofollow">?Computing methodologies → Scene Understanding;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Image‐based rendering&option=203" rel="nofollow">Image‐based rendering;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=?Theory of computation → Dynamic programming&option=203" rel="nofollow">?Theory of computation → Dynamic programming;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Convex optimization&option=203" rel="nofollow">Convex optimization;</a> </p> <div class="translation"> 机译:CCS概念;计算方法→场景理解;基于图像的渲染;?计算理论→动态编程;凸优化; 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