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Shen, Chao-Hui; Fu, Hongbo; Chen, Kang; Hu, Shi-Min (2012)
Publisher: ACM
Languages: English
Types: Article
Subjects: QA76, T1
This paper presents a technique that allows quick conversion of acquired low-quality data from consumer-level scanning devices to high-quality 3D models with labeled semantic parts and meanwhile their assembly reasonably close to the underlying geometry. This is achieved by a novel structure recovery approach that is essentially local to global and bottom up, enabling the creation of new structures by assembling existing labeled parts with respect to the acquired data. We demonstrate that using only a small-scale shape repository, our part assembly approach is able to faithfully recover a variety of high-level structures from only a single-view scan of man-made objects acquired by the Kinect system, containing a highly noisy, incomplete 3D point cloud and a corresponding RGB image.
  • The results below are discovered through our pilot algorithms. Let us know how we are doing!

    • ANGUELOV, D., SRINIVASAN, P., KOLLER, D., THRUN, S., RODGERS, J., AND DAVIS, J. 2005. SCAPE: shape completion and animation of people. ACM Trans. Graph. 24, 3, 408-416.
    • ATTENE, M., MARINI, S., SPAGNUOLO, M., AND FALCIDIENO, B. 2011. Part-in-whole 3D shape matching and docking. The Visual Computer 27, 11, 991-1004.
    • ATTENE, M. 2010. A lightweight approach to repairing digitized polygon meshes. The Visual Computer 26, 11, 1393-1406.
    • BLANZ, V., AND VETTER, T. 1999. A morphable model for the synthesis of 3D faces. In SIGGRAPH '99, 187-194.
    • CANNY, J. 1986. A computational approach to edge detection. IEEE Trans. Pattern Anal. Mach. Intell. 8, 679-698.
    • CHAUDHURI, S., AND KOLTUN, V. 2010. Data-driven suggestions for creativity support in 3D modeling. ACM Trans. Graph. 29, 6, 183:1-183:10.
    • CHAUDHURI, S., KALOGERAKIS, E., GUIBAS, L., AND KOLTUN, V. 2011. Probabilistic reasoning for assembly-based 3D modeling. ACM Trans. Graph. 30, 6, 35:1-35:10.
    • FU, H., COHEN-OR, D., DROR, G., AND SHEFFER, A. 2008. Upright orientation of man-made objects. ACM Trans. Graph. 27, 3, 42:1-42:7.
    • FUNKHOUSER, T., KAZHDAN, M., SHILANE, P., MIN, P., KIEFER, W., TAL, A., RUSINKIEWICZ, S., AND DOBKIN, D. 2004. Modeling by example. ACM Trans. Graph. 23, 3, 652- 663.
    • GAL, R., SHAMIR, A., HASSNER, T., PAULY, M., AND COHENOR, D. 2007. Surface reconstruction using local shape priors. In SGP '07, 253-262.
    • GAL, R., SORKINE, O., POPA, T., SHEFFER, A., AND COHENOR, D. 2007. 3D collage: expressive non-realistic modeling. In NPAR '07, 7-14.
    • GURARI, E., 1999. Cis 680: Data structures: Chapter 19: Backtracking algorithms.
    • HUANG, Q., KOLTUN, V., AND GUIBAS, L. 2011. Joint shape segmentation with linear programming. ACM Trans. Graph. 30, 6, 125:1-125:12.
    • IZADI, S., KIM, D., HILLIGES, O., MOLYNEAUX, D., NEWCOMBE, R., KOHLI, P., SHOTTON, J., HODGES, S., FREEMAN, D., DAVISON, A., AND FITZGIBBON, A. 2011. KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera. In UIST '11, 559-568.
    • JAIN, A., THORM A¨HLEN, T., RITSCHEL, T., AND SEIDEL, H.-P. 2012. Exploring shape variations by 3d-model decomposition and part-based recombination. Comp. Graph. Forum 31, 2.
    • KALOGERAKIS, E., HERTZMANN, A., AND SINGH, K. 2010. Learning 3D mesh segmentation and labeling. ACM Trans. Graph. 29, 4, 102:1-102:12.
    • KALOGERAKIS, E., CHAUDHURI, S., KOLLER, D., AND KOLTUN, V. 2012. A probabilistic model for component-based shape synthesis. ACM Trans. Graph. 31, 4, 55:1-55:11.
    • KRAEVOY, V., AND SHEFFER, A. 2005. Template-based mesh completion. In SGP '05, 13-22.
    • LAGA, H. 2011. Data-driven approach for automatic orientation of 3D shapes. The Visual Computer 27, 11, 977-989.
    • LEE, J., AND FUNKHOUSER, T. 2008. Sketch-based search and composition of 3D models. In EUROGRAPHICS Workshop on Sketch-Based Interfaces and Modeling.
    • LI, Y., WU, X., CHRYSATHOU, Y., SHARF, A., COHEN-OR, D., AND MITRA, N. J. 2011. GlobFit: consistently fitting primitives by discovering global relations. ACM Trans. Graph. 30, 4, 52:1- 52:12.
    • LI, Y., ZHENG, Q., SHARF, A., COHEN-OR, D., CHEN, B., AND MITRA, N. J. 2011. 2D-3D fusion for layer decomposition of urban facades. In ICCV '11.
    • LIN, J., JIN, X., AND WANG, C. C. L. 2010. Fusion of disconnected mesh components with branching shapes. The Visual Computer 26, 6-8, 1017-1025.
    • MITRA, N. J., GUIBAS, L. J., AND PAULY, M. 2006. Partial and approximate symmetry detection for 3D geometry. ACM Trans. Graph. 25, 3, 560-568.
    • MITRA, N. J., GUIBAS, L. J., AND PAULY, M. 2007. Symmetrization. ACM Trans. Graph. 26, 3, 63:1-63:8.
    • OVSJANIKOV, M., LI, W., GUIBAS, L., AND MITRA, N. J. 2011. Exploration of continuous variability in collections of 3D shapes. ACM Trans. Graph. 30, 4, 33:1-33:10.
    • PAULY, M., MITRA, N. J., GIESEN, J., GROSS, M., AND GUIBAS, L. J. 2005. Example-based 3D scan completion. In SGP '05.
    • ROTHER, C., KOLMOGOROV, V., AND BLAKE, A. 2004. GrabCut: interactive foreground extraction using iterated graph cuts. ACM Trans. Graph. 23, 3, 309-314.
    • SCHNABEL, R., WAHL, R., AND KLEIN, R. 2007. Efficient RANSAC for point-cloud shape detection. Computer Graphics Forum 26, 2, 214-226.
    • SCHNABEL, R., DEGENER, P., AND KLEIN, R. 2009. Completion and reconstruction with primitive shapes. Computer Graphics Forum 28, 2, 503-512.
    • SHALOM, S., SHAMIR, A., ZHANG, H., AND COHEN-OR, D. 2010. Cone carving for surface reconstruction. ACM Trans. Graph. 29, 6, 150:1-150:10.
    • SHAO, T., XU, W., YIN, K., WANG, J., ZHOU, K., AND GUO, B. 2011. Discriminative sketch-based 3D model retrieval via robust shape matching. Computer Graphics Forum 30, 7, 2011-2020.
    • SHARF, A., ALEXA, M., AND COHEN-OR, D. 2004. Contextbased surface completion. ACM Trans. Graph. 23, 3, 878-887.
    • SHEN, C.-H., ZHANG, G.-X., LAI, Y.-K., HU, S.-M., AND MARTIN, R. R. 2010. Harmonic field based volume model construction from triangle soup. Journal of Computer Science and Technology 25, 3, 562-571.
    • SHIN, H., AND IGARASHI, T. 2007. Magic canvas: interactive design of a 3-D scene prototype from freehand sketches. In GI '07, 63-70.
    • SHOTTON, J., FITZGIBBON, A., COOK, M., SHARP, T., FINOCCHIO, M., MOORE, R., KIPMAN, A., AND BLAKE, A. 2011. Real-time human pose recognition in parts from single depth images. In CVPR '11, 1297-1304.
    • SIDI, O., VAN KAICK, O., KLEIMAN, Y., ZHANG, H., AND COHEN-OR, D. 2011. Unsupervised co-segmentation of a set of shapes via descriptor-space spectral clustering. ACM Trans.
    • Graph. 30, 6, 126:1-126:10.
    • SUN, J., KANG, S., XU, Z., TANG, X., AND SHUM, H. 2007. Flash cut: Foreground extraction with flash and no-flash image pairs. In CVPR'07, 1-8.
    • THEOBALT, C., R O¨ESSL, C., DE AGUIAR, E., AND SEIDEL, H.- P. 2007. Animation collage. In SCA '07, 271-280.
    • TONG, J., ZHOU, J., LIU, L., PAN, Z., AND YAN, H. 2012. Scanning 3D full human bodies using kinects. IEEE Transactions on Visualization and Computer Graphics 18, 4, 643-650.
    • WEISE, T., BOUAZIZ, S., LI, H., AND PAULY, M. 2011. Realtime performance-based facial animation. ACM Trans. Graph. 30, 4, 77:1-77:10.
    • WEISS, A., HIRSHBERG, D., AND BLACK, M. J. 2011. Home 3D body scans from noisy image and range data. In ICCV '11.
    • WU, J., AND KOBBELT, L. 2005. Structure recovery via hybrid variational surface approximation. Computer Graphics Forum 24, 3, 277-284.
    • XU, K., ZHENG, H., ZHANG, H., COHEN-OR, D., LIU, L., AND XIONG, Y. 2011. Photo-inspired model-driven 3D object modeling. ACM Trans. Graph. 30, 4, 80:1-80:10.
    • XU, K., ZHANG, H., COHEN-OR, D., AND CHEN, B. 2012. Fit and diverse: Set evolution for inspiring 3D shape galleries. ACM Transactions on Graphics 31, 4, 57:1-57:10.
    • ZHENG, Q., SHARF, A., WAN, G., LI, Y., MITRA, N., COHENOR, D., AND CHEN, B. 2010. Non-local scan consolidation for 3D urban scenes. ACM Trans. Graph. 29, 3, 94:1-94:9.
    • ZHENG, Y., FU, H., COHEN-OR, D., AU, O. K.-C., AND TAI, C.-L. 2011. Component-wise controllers for structurepreserving shape manipulation. Computer Graphics Forum 30, 2, 563-572.
    • ZHENG, Y., CHEN, X., CHENG, M.-M., ZHOU, K., HU, S.-M., AND MITRA, N. J. 2012. Interactive images: Cuboid proxies for smart image manipulation. ACM Trans. Graph. 31, 4, 99:1- 99:11.
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