Computer Science ›› 2016, Vol. 43 ›› Issue (8): 292-296.doi: 10.11896/j.issn.1002-137X.2016.08.059

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Multiple Density Leaf Reconstruction Based on Limited Details

ZENG Lan-ling, ZHANG Wei, YANG Yang and ZHAN Yong-zhao   

  • Online:2018-12-01 Published:2018-12-01

Abstract: According to the rough point cloud encountering the problem of noise and edged bonding in the process of plants modeling,we presented a multiple density point cloud reconstruction algorithm based on limited details.Firstly,we used the color information to spare the original points cloud extracted by Kinect,and then separate the adhesive parts to gain ideal point cloud.Simultaneously,a new method named multiple density with limited details reconstructive algorithm are provided on the basis of limitation of human recognition.The algorithm is different from traditional grid reconstruction,it generates the fuzzy surface by refining the density of points in order to reach the purpose of surface.Finally,the experiments show that the result and speed of the new algorithm are better than mesh reconstruction in a certain extent.

Key words: Plants modeling,Kinect,Points cloud,Multiple density rebuilding

[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

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