Metrika članka

  • citati u SCindeksu: 0
  • citati u CrossRef-u:[3]
  • citati u Google Scholaru:[=>]
  • posete u prethodnih 30 dana:0
  • preuzimanja u prethodnih 30 dana:0
članak: 1 od 1  
Telfor Journal
2016, vol. 8, br. 1, str. 26-31
jezik rada: engleski
vrsta rada: neklasifikovan

3D point cloud reconstruction from single plenoptic image
(naslov ne postoji na srpskom)
Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy



(ne postoji na srpskom)
Novel plenoptic cameras sample the light field crossing the main camera lens. The information available in a plenoptic image must be processed, in order to create the depth map of the scene from a single camera shot. In this paper a novel algorithm, for the reconstruction of 3D point cloud of the scene from a single plenoptic image, taken with a consumer plenoptic camera, is proposed. Experimental analysis is conducted on several test images, and results are compared with state of the art methodologies. The results are very promising, as the quality of the 3D point cloud from plenoptic image, is comparable with the quality obtained with current non-plenoptic methodologies, that necessitate more than one image.

Ključne reči

light field reconstruction; plenoptic reconstruction; 3D reconstruction


Bishop, T. E., Favaro, P. (2012) The Light Field Camera: Extended Depth of Field, Aliasing, and Superresolution. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(5): 972-986
Chen, T., Zhu, Z., Shamir, A., Hu, S., Cohen-Or, D. (2013) 3-Sweep. ACM Transactions on Graphics, 32(6): 1-10
Cignoni, P., Corsini, M., Ranzuglia, G. (2008) Meshlab: An open-source 3D mesh processing system. Ercim news, vol. 73, pp. 45-46
Custodio, J.P.B.L. (2014) Depth estimation using light-field cameras
Dansereau, D., Bruton, L. (2004) Gradient-based depth estimation from 4D light fields. u: Circuits and Systems, ISCAS04, Proceedings of the 2004 International Symposium on IEEE, vol. 3, pp. III-549
Jelinek, D., Taylor, C.J. (2001) Reconstruction of linearly parameterized models from single images with a camera of unknown focal length. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(7): 767-773
Jiang, N., Tan, P., Cheong, L. (2009) Symmetric architecture modeling with a single image. ACM Transactions on Graphics, 28(5): 1
Koutsoudis, A., Vidmar, B., Arnaoutoglou, F. (2013) Performance evaluation of a multi-image 3D reconstruction software on a low-feature artefact. Journal of Archaeological Science, 40(12): 4450-4456
Koutsoudis, A., Vidmar, B., Ioannakis, G., Arnaoutoglou, F., Pavlidis, G., Chamzas, C. (2014) Multi-image 3D reconstruction data evaluation. Journal of Cultural Heritage, 15(1): 73-79
Li, Z., Liu, J., Tang, X. (2007) A closed-form solution to 3D reconstruction of piecewise planar objects from single images. u: Computer Vision and Pattern Recognition, 2007. CVPR07, IEEE Conference on, IEEE, pp. 1-6
Lippmann, G. (1908) Épreuves réversibles donnant la sensation du relief. Journal de Physique Théorique et Appliquée, 7(1): 821-825
Murgia, F., Giusto, D., Perra, C. (2015) 3D reconstruction from plenoptic image. u: 23rd Telecommunications Forum Telfor (TELFOR), IEEE
Murgia, F., Fernandez, S.B., Giusto, D.D., Perra, C. (2014) Unfocused plenoptic camera calibration. u: 22nd., Telecommunications Forum Telfor (TELFOR), IEEE, pp. 517-520
Ng, R., Levoy, M., Bredif, M., Duval, G., Horowitz, M., Hanrahan, P. (2005) Light field photography with a hand-held plenoptic camera. Computer Science Technical Report CSTR, vol. 2, no. 11
Ng, R. (2006) Digital light field photography. Stanford University, PhD thesis
Ng, R. Lytro,
Perra, C. (2014) On the coding of plenoptic raw images. u: 22nd. Telecommunications Forum Telfor (TELFOR), IEEE
Perra, C. (2015) Lossless plenoptic image compression using adaptive block differential prediction. u: Acoustics, Speech and Signal Processing (ICASSP), IEEE International Conference on, pp. 1231-1234, April
Perwass, C., Wietzke, L. (2012) Single lens 3D-camera with extended depth-of-field. u: Proc. SPIE, vol. 8291, p. 829108
Reddy, D., Bai, J., Ramamoorthi, R. (2013) External mask based depth and light field camera. u: Computer Vision Workshops (ICCVW), 2013 IEEE International Conference on, IEEE, pp. 37-44
Rzazewska, K., Luckner, M. (2014) 3D model reconstruction and evaluation using a collection of points extracted from the series of photographs in Computer Science and Information Systems (FedCSIS). u: Federated Conference on IEEE, pp. 669-677
Shade, J., Gortler, S., He, L.W., Szeliski, R. (1998) Layered depth images. u: 25th annual conference on Computer graphics and interactive techniques, Proceedings, ACM, pp. 231-242
Sturm, P., Maybank, S. (1999) A method for interactive 3D reconstruction of piecewise planar objects from single images. u: The 10th British Machine Vision Conference (BMVC99), The British Machine Vision Association (BMVA), pp. 265-274
Toppe, E., Nieuwenhuis, C., Cremers, D. (2013) Relative volume constraints for single view 3D reconstruction. u: Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on IEEE, pp. 177-184
Vieira, A., Duarte, H., Perra, C., Tavora, L., Assuncao, P. (2015) Data formats for high efficiency coding of Lytro-Illum light fields. u: International Conference on Image Processing Theory, Tools and Applications (IPTA)
Wu, C. (2011) Visual SFM: A visual structure from motion system. http://edu/ccwu/vsfm vol. 9
Xue, T., Liu, J., Tang, X. (2012) 3-D Modeling From a Single View of a Symmetric Object. IEEE Transactions on Image Processing, 21(9): 4180-4189
Yan, F., Gong, M., Cohen-Or, D., Deussen, O., Chen, B. (2014) Flower reconstruction from a single photo. Computer Graphics Forum, 33(2): 439-447
Yu, Z., Yu, J., Lumsdaine, A., Georgiev, T. (2013) Plenoptic depth map in the case of occlusions. u: IS&T/SPIE Electronic Imaging, International Society for Optics and Photonics, pp. 86671-86671
Yu, Z., Guo, X., Ling, H., Lumsdaine, A., Yu, J. (2013) Line assisted light field triangulation and stereo matching. u: Computer Vision (ICCV), 2013 IEEE International Conference on, IEEE, pp. 2792-2799
Zhan, Y., i dr. (2013) Line assisted light field triangulation and stereo matching. u: Computer Vision (ICCV), 2013 IEEE International Conference on IEEE
Zhang, L., Dugas-Phocion, G., Samson, J., Seitz, S.M. (2002) Single-view modelling of free-form scenes. Journal of Visualization and Computer Animation, 13(4): 225-235
Zou, C., Peng, X., Lv, H., Chen, S., Fu, H., Liu, J. (2015) Sketch-based 3-D modeling for piecewise planar objects in single images. Computers & Graphics, 46: 130-137