计算机科学 ›› 2016, Vol. 43 ›› Issue (8): 292-296.doi: 10.11896/j.issn.1002-137X.2016.08.059
曾兰玲,张巍,杨洋,詹永照
ZENG Lan-ling, ZHANG Wei, YANG Yang and ZHAN Yong-zhao
摘要: 针对粗糙点云在植物模型重建过程中遇到的噪点多、边缘粘合等问题,提出一种基于有限细节的多密度点云重建算法。首先利用Kinect采集到的深度和颜色信息提取出植物叶片点云,并通过颜色信息对原始点云进行稀疏处理,分离开粘合部位,得到理想的点云;然后基于人眼视觉识别的局限性提出了一种有限细节多密度点云重建算法,与传统的网格重建不同,其以点代面通过不断细化点的密度来产生视觉误差上的模糊曲面。实验证明,所提算法的重建效果和速度在一定程度上优于网格重建的。
[1] Zhang Z.Microsoft kinect sensor and its effect[J].MultiMedia,IEEE,2012,19(2):4-10 [2] Suma E A,Lange B,Rizzo A S,et al.Faast:The flexible action and articulated skeleton toolkit[C]∥2011 IEEE Virtual Reality Conference (VR).IEEE,2011:247-248 [3] Kar A.Skeletal tracking using microsoft kinect [J].Methodology,2010,1:1-11 [4] Ren Z,Meng J,Yuan J,et al.Robust hand gesture recognition with kinect sensor[C]∥Proceedings of the 19th ACM international conference on Multimedia.ACM,2011:759-760 [5] Ren Z,Yuan J,Zhang Z.Robust hand gesture recognition based on finger-earth mover’s distance with a commodity depth ca-mera[C]∥Proceedings of the 19th ACM International Confe-rence on Multimedia.ACM,2011:1093-1096 [6] Kleinsmith A,Bianchi-Berthouze N.Affective body expression perception and recognition:A survey[J].IEEE Transactions on Affective Computing,2013,4(1):15-33 [7] Li W,Mian A S,Krishna A,et al.Using kinect for face recognition under varying poses,expressions,illumination and disguise[C]∥2013 IEEE Workshop on Applications of Computer Vision (WACV).IEEE,2013:186-192 [8] Izadi S,Kim D,Hilliges O,et al.Kinect Fusion:real-time 3D reconstruction and interaction using a moving depth camera[C]∥Proceedings of the 24th Annual ACM Symposium on User Interfac e Software and Technology.ACM,2011:559-568 [9] Tong J,Zhou J,Liu L,et al.Scanning 3d full human bodies using kinects[J].IEEE Transactions on Visualization and Computer Graphics,2012,18(4):643-650 [10] Shen C H,Huang S S,Fu H,et al.Adaptive partitioning of urban facades[J].ACM Transactions on Graphics (TOG),ACM,2011,30(6):184 [11] Shen C H,Fu H,Chen K,et al.Structure recovery by part assembly[J].ACM Transactions on Graphics (TOG),2012,31(6):180 [12] Yan F,Sharf A,Lin W,et al.Proactive 3D scanning of inaccessible parts[J].ACM Transactions on Graphics (TOG),2014,33(4):157 [13] Newcombe R A,Davison A J,Izadi S,et al.KinectFusion:Real-time dense surface mapping and tracking[C]∥2011 10th IEEE International Symposium on Mixed and Augmented Reality (ISMAR).IEEE,2011:127-136 [14] Kazhdan M,Bolitho M,Hoppe H.Poisson surface reconstruction[C]∥Proceedings of the Fourth Eurographics Symposium on Geometry Processing.2006 [15] Kazhdan M,Hoppe H.Screened poisson surface reconstruction[J].ACM Transactions on Graphics (TOG),2013,32(3):29 |
No related articles found! |
|