Download Pattern Recognition: 36th German Conference, GCPR 2014, by Xiaoyi Jiang, Joachim Hornegger, Reinhard Koch PDF

By Xiaoyi Jiang, Joachim Hornegger, Reinhard Koch

This booklet constitutes the refereed court cases of the thirty sixth German convention on trend popularity, GCPR 2014, held in Münster, Germany, in September 2014. The fifty eight revised complete papers and eight brief papers have been conscientiously reviewed and chosen from 153 submissions. The papers are geared up in topical sections on variational versions for intensity and stream, reconstruction, bio-informatics, deep studying and segmentation, characteristic computation, video interpretation, segmentation and labeling, picture processing and research, human pose and folks monitoring, interpolation and inpainting.

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Extra info for Pattern Recognition: 36th German Conference, GCPR 2014, Münster, Germany, September 2-5, 2014, Proceedings

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92 24 N. Persch et al. Fig. 3. Visual comparison. 0). (b) LU ignoring normalisation, initialised with constant depth (α = 45). (c) Dito initialised with VM. (d) Ours LN initialised with constant depth (α = 150). (e) Dito with VM initialisation. (f ) Ground– truth of the topography. Right box: (g) Top: Estimated sharp image. (h) Bottom: Ground–truth of the sharp image. of the model assumptions at large depth changes (Fig. 3(b,c)). It implicitly introduces a regularisation that erroneously prefers only smooth changes of depth.

Springer, Heidelberg (2000) 11. : Shape from defocus via diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 30(3), 518–531 (2008) 12. : Calculus of Variations. Dover, New York (2000) 13. : Depth estimation from defocus images based on oriented heat-flows. In: Proceedings of IEEE International Conference on Machine Vision, pp. 212–215. Dubai, UAE (2009) 14. : A variational approach to shape from defocus. , Johansen, P. ) ECCV 2002, Part II. LNCS, vol. 2351, pp. 18–30. Springer, Heidelberg (2002) 15.

Optics 24(14), 2076–2080 (1985) 25. : Solution of incorrectly formulated problems and the regularization method. Sov. Math. Doklady 4, 1035–1038 (1963) 26. : Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600–612 (2004) 27. : Global depth from defocus with fixed camera parameters. In: Proceedings of IEEE International Conference on Mechatronics and Automation, Changchun, China, pp. 1887–1892, Aug 2009 28. : Variational deconvolution of multi-channel images with inequality constraints.

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