Skip to main content
Top
Published in:
Cover of the book

2017 | OriginalPaper | Chapter

An Evolution Perception Mechanism for Organizing and Displaying 3D Shape Collections

Authors : Lingling Zi, Xin Cong, Yanfei Peng

Published in: Computer Vision

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

How to display the best view of shape collections to facilitate non-profession users is becoming a challenging problem in the field of computer vision. To solve this problem, an evolution perception mechanism for organizing and displaying shape collections (EPM) is proposed. On the one hand, the evolution tree based on Quartet analysis is constructed to effectively organize shapes from a global perspective. On the other hand, the shape snapshot method based on the view features of shapes is presented for each single shape in the evolution tree, so as to show the details of the shape from a local perspective. Moreover, the interactive display methods using the evolution trees are provided to guide users to effectively explore the shape collections. Experimental results show that EPM could provide the effective displaying ways that are close to the user’s viewing.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Jackson, B., Keefe, D.F.: Lift-Off: using reference imagery and freehand sketching to create 3D models in VR. IEEE Trans. Vis. Comput. Graph. 22(4), 1442–14511 (2016)CrossRef Jackson, B., Keefe, D.F.: Lift-Off: using reference imagery and freehand sketching to create 3D models in VR. IEEE Trans. Vis. Comput. Graph. 22(4), 1442–14511 (2016)CrossRef
2.
go back to reference Tan, G., Zhu, X., Liu, X.: A free shape 3d modeling system for creative design based on modified catmull-clark subdivision. Multimed. Tools Appl. 76(5), 1–18 (2017)CrossRef Tan, G., Zhu, X., Liu, X.: A free shape 3d modeling system for creative design based on modified catmull-clark subdivision. Multimed. Tools Appl. 76(5), 1–18 (2017)CrossRef
3.
go back to reference Spagnuolo, M.: Shape 4.0: 3D shape modeling and processing using semantics. IEEE Comput. Graph. Appl. 36(1), 92–96 (2016)CrossRef Spagnuolo, M.: Shape 4.0: 3D shape modeling and processing using semantics. IEEE Comput. Graph. Appl. 36(1), 92–96 (2016)CrossRef
4.
go back to reference Kalogerakis, E., Chaudhuri, S., Koller, D., Koltun, V.: A probabilistic model for component-based shape synthesis. TOG 31(4), 55 (2012)CrossRef Kalogerakis, E., Chaudhuri, S., Koller, D., Koltun, V.: A probabilistic model for component-based shape synthesis. TOG 31(4), 55 (2012)CrossRef
5.
go back to reference Han, Z., Liu, Z., Han, J., Bu, S.: 3D shape creation by style transfer. Vis. Comput. 31(9), 1147–1161 (2015)CrossRef Han, Z., Liu, Z., Han, J., Bu, S.: 3D shape creation by style transfer. Vis. Comput. 31(9), 1147–1161 (2015)CrossRef
6.
go back to reference Huang, S.S., Shamir, A., Shen, C.H., Zhang, H., Sheffer, A., Hu, S.M., Cohen-Or, D.: Qualitative organization of collections of shapes via quartet analysis. TOG 32(4), 71 (2013)MATH Huang, S.S., Shamir, A., Shen, C.H., Zhang, H., Sheffer, A., Hu, S.M., Cohen-Or, D.: Qualitative organization of collections of shapes via quartet analysis. TOG 32(4), 71 (2013)MATH
7.
go back to reference Chen, X., Xu, W.W., Yeung, S.K., Zhou, K.: View-aware image object compositing and synthesis from multiple sources. J. Comput. Sci. Technol. 31(3), 463–478 (2016)CrossRef Chen, X., Xu, W.W., Yeung, S.K., Zhou, K.: View-aware image object compositing and synthesis from multiple sources. J. Comput. Sci. Technol. 31(3), 463–478 (2016)CrossRef
9.
go back to reference Bircher, A., Kamel, M., Alexis, K., Oleynikova, H.: Receding horizon “Next-Best-View” planner for 3D exploration. In: IEEE International Conference on Robotics and Automation, pp. 1462–1468 (2016) Bircher, A., Kamel, M., Alexis, K., Oleynikova, H.: Receding horizon “Next-Best-View” planner for 3D exploration. In: IEEE International Conference on Robotics and Automation, pp. 1462–1468 (2016)
10.
go back to reference Schreck, T.: What features can tell us about shape. IEEE Comput. Graph. Appl. 38(3), 82–97 (2017)CrossRef Schreck, T.: What features can tell us about shape. IEEE Comput. Graph. Appl. 38(3), 82–97 (2017)CrossRef
11.
go back to reference Kim, V.G., Li, W., Mitra, N.J., DiVerdi, S., Funkhouser, T.: Exploring collections of 3D models using fuzzy correspondences. TOG 31(4), 54 (2012) Kim, V.G., Li, W., Mitra, N.J., DiVerdi, S., Funkhouser, T.: Exploring collections of 3D models using fuzzy correspondences. TOG 31(4), 54 (2012)
12.
go back to reference Secord, A., Lu, J., Finkelstein, A., Singh, M., Nealen, A.: Perceptual models of viewpoint preference. TOG 30(5), 1–12 (2011)CrossRef Secord, A., Lu, J., Finkelstein, A., Singh, M., Nealen, A.: Perceptual models of viewpoint preference. TOG 30(5), 1–12 (2011)CrossRef
13.
go back to reference Yamauchi, H., Saleem, W., Yoshizawa, S., Karni, Z., Belyaev, A., Seidel, H.P.: Towards stable and salient multi-view representation of 3D shapes. In: IEEE International Conference on Shape Modeling and Applications, p. 40 (2006) Yamauchi, H., Saleem, W., Yoshizawa, S., Karni, Z., Belyaev, A., Seidel, H.P.: Towards stable and salient multi-view representation of 3D shapes. In: IEEE International Conference on Shape Modeling and Applications, p. 40 (2006)
14.
go back to reference Wang, W., Gao, T.: Constructing canonical regions for fast and effective view selection. In: IEEE CVPR, pp. 4114–4122 (2016) Wang, W., Gao, T.: Constructing canonical regions for fast and effective view selection. In: IEEE CVPR, pp. 4114–4122 (2016)
15.
go back to reference Laga, H.: Semantics-driven approach for automatic selection of best views of 3D shapes. In: Eurographics Workshop on 3D Object Retrieval, pp. 15–22 (2010) Laga, H.: Semantics-driven approach for automatic selection of best views of 3D shapes. In: Eurographics Workshop on 3D Object Retrieval, pp. 15–22 (2010)
16.
go back to reference Qi, J., Tejedor, J.: Deep multi-view representation learning for multi-modal features of the schizophrenia and schizo-affective disorder. In: International Conference on Acoustics, Speech and Signal Processing, pp. 116–118 (2016) Qi, J., Tejedor, J.: Deep multi-view representation learning for multi-modal features of the schizophrenia and schizo-affective disorder. In: International Conference on Acoustics, Speech and Signal Processing, pp. 116–118 (2016)
17.
go back to reference Lin, H., Gao, J., Zhou, Y., Zhang, C.: Semantic decomposition and reconstruction of residential scenes from LiDAR data. TOG 32(4), 66 (2013) Lin, H., Gao, J., Zhou, Y., Zhang, C.: Semantic decomposition and reconstruction of residential scenes from LiDAR data. TOG 32(4), 66 (2013)
18.
go back to reference Valentin, J., Vineet, V., Cheng, M.M., Kim, D., Shotton, J., Kohli, P.: SemanticPaint: interactive 3d labeling and learning at your fingertips. TOG 34(5), 154 (2015)CrossRef Valentin, J., Vineet, V., Cheng, M.M., Kim, D., Shotton, J., Kohli, P.: SemanticPaint: interactive 3d labeling and learning at your fingertips. TOG 34(5), 154 (2015)CrossRef
19.
go back to reference Young, M.: The Technical Writer’s Handbook. University Science, Mill Valley (1989) Young, M.: The Technical Writer’s Handbook. University Science, Mill Valley (1989)
20.
go back to reference Wang, R., Pujos, C.: Emergence of diversity in a biological evolution model. J. Phys. Conference Ser. 604, 012019 (2015)CrossRef Wang, R., Pujos, C.: Emergence of diversity in a biological evolution model. J. Phys. Conference Ser. 604, 012019 (2015)CrossRef
21.
go back to reference Chen, X., Golovinskiy, A., Funkhouser, T.: A benchmark for 3D mesh segmentation. TOG 28(3), 341–352 (2009)CrossRef Chen, X., Golovinskiy, A., Funkhouser, T.: A benchmark for 3D mesh segmentation. TOG 28(3), 341–352 (2009)CrossRef
Metadata
Title
An Evolution Perception Mechanism for Organizing and Displaying 3D Shape Collections
Authors
Lingling Zi
Xin Cong
Yanfei Peng
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7299-4_1

Premium Partner