Simultaneous monocular 2D segmentation, 3D pose recovery and 3D reconstruction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7724 LNCS, Issue PART 1, 2013, Pages 593-606

  Prisacariu, Victor Adrian ^a   Segal, Aleksandr V ^a   Reid, Ian ^a  

^a UNIVERSITY OF OXFORD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

3D RECONSTRUCTION; 3DSHAPE RECOVERY; DIMENSIONALITY REDUCTION TECHNIQUES; ENERGY FUNCTIONS; GAUSSIAN PROCESSES; LATENT VARIABLE MODELS; LOW DIMENSIONAL; RECONSTRUCTION PROCESS;

IMAGE SEGMENTATION; PRINCIPAL COMPONENT ANALYSIS; RECOVERY; SHAPE OPTIMIZATION; THREE DIMENSIONAL COMPUTER GRAPHICS;

THREE DIMENSIONAL;

EID: 84875884602     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-37331-2_45     Document Type: Conference Paper

References (17)

1. Rosenhahn, B., Brox, T., Weickert, J.: Three-dimensional shape knowledge for joint image segmentation and pose tracking. IJCV 73, 243-262 (2007)
2. Schmaltz, C., Rosenhahn, B., Brox, T., Cremers, D., Weickert, J., Wietzke, L., Sommer, G.: Region-Based Pose Tracking. In: Martí, J., Benedí, J.M., Mendonça, A.M., Serrat, J. (eds.) IbPRIA 2007. LNCS, vol. 4478, pp. 56-63. Springer, Heidelberg (2007)
3. Dambreville, S., Sandhu, R., Yezzi, A., Tannenbaum, A.: Robust 3D Pose Estimation and Efficient 2D Region-Based Segmentation from a 3D Shape Prior. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 169-182. Springer, Heidelberg (2008)
4. Prisacariu, V.A., Reid, I.: PWP3D: Real-Time Segmentation and Tracking of 3D Objects. IJCV, 1-20
5. Vese, L.A., Chan, T.F.: A multiphase level set framework for image segmentation using the mumford and shah model. IJCV 50, 271-293 (2002)
6. Rousson, M., Paragios, N.: Prior Knowledge, Level Set Representations & Visual Grouping. IJCV 76, 231-243 (2008)
7. Riklin-raviv, T., Kiryati, N., Sochen, N.: Prior-based segmentation and shape registration in the presence of projective distortion. IJCV 72, 309-328 (2007)
8. Tsai, A., Yezzi, A., Wells, W., Tempany, C., Tucker, D., Fan, A., Grimson, E., Willsky, A.: A shape-based approach to the segmentation of medical imagery using level sets. T-MI 22, 137-154 (2003)
9. Dambreville, S., Rathi, Y., Tannenbaum, A.: A framework for image segmentation using shape models and kernel space shape priors. T-PAMI 30, 1385-1399 (2008)
10. Prisacariu, V., Reid, I.: Nonlinear shape manifolds as shape priors in level set segmentation and tracking. In: CVPR 2011, pp. 2185-2192 (2011)
11. Sandhu, R., Dambreville, S., Yezzi, A., Tannenbaum, A.: A Nonrigid Kernel-Based Framework for 2D-3D Pose Estimation and 2D Image Segmentation. T-PAMI 33, 1098-1115 (2011)
12. Prisacariu, V., Reid, I.: Shared shape spaces. In: ICCV 2011 (2011)
13. Santner, J., Unger, M., Pock, T., Leistner, C., Saffari, A., Bischof, H.: Interactive Texture Segmentation using Random Forests and Total Variation. In: BMVC 2009 (2009)
14. Lawrence, N.: Probabilistic non-linear principal component analysis with gaussian process latent variable models. JMLR 6, 1783-1816 (2005)
15. NVIDIA: NVIDIA CUDA Programming Guide 4.1 (2012)
16. Klein, G., Murray, D.: Parallel tracking and mapping for small AR workspaces. In: ISMAR 2007, pp. 1-10 (2007)
17. Bibby, C., Reid, I.: Robust Real-Time Visual Tracking Using Pixel-Wise Posteriors. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 831-844. Springer, Heidelberg (2008)