Parallel implementation of algorithms of three-dimensional model restoration and possibilities of using of GPU

Pattern Recognition and Image Analysis - Tập 21 - Trang 426-429 - 2011
A. Volkovich1
1Joint Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Belarus

Tóm tắt

We consider the problem of increasing the productivity of three-dimensional model restoration methods. Issues relating to the use of multicore and multiprocessor systems are discussed. The architecture of the latest computer systems that use GPU as multicore high-speed calculators is also considered, and aspects of their use to increase the performance of stereo processing methods are also considered.

Tài liệu tham khảo

R. Harley and A. Zisserman, Multiple View Geometry in Computer Vision (Cambridge Univ. Press, 2001).

O. Fougeras and Q.-T. Luong, The Geometry of Multiple Images (MIT Press, 2001), p. 425.

D. Scharstein and R. Szeliski, “A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms,” Int. J. Comp. Vision 47(1—3), 7–42 (2002).

A. V. Tuzikov, S. A. Sheinin, and D. V. Zhuk, Mathematical Morphology, Moments, Sterioprocessing: Some Problems of Digital Images Processing and Analysis (Belorus. nauka, Minsk, 2006) [in Russian].

A. Borodach and A. Tuzikov, “Automatic Determination of Matching Points on Two Images,” in Proc. 9th Int. Conf. “Pattern Recognition and Information Processing” (Minsk, May 22–24, 2007), Vol. 1, pp. 49–53.

D. V. Zhuk and A. V. Tuzikov, “3D Model Reconstruction According to Digital Images,” Informat., No. 1, 16–26 (2006).

R. Hartley, “Theory and Practice of Projective Rectification,” Int. J. Comput. Vision 35(2), 115–127 (1999).

M. Pollefeys, R. Koch, and L. Van Gool, “A Simple and Efficient Rectificat Ion Method for General Motion,” in Proc. Int. Conf. on Computer Vision (Corfu, 1999), pp. 496–501.

C. Zach, D. Gallup, and J.-M. Frahm, Gain-Adaptive KLT Tracking on the GPU (Univ. of North Carolina, Chapel Hill, 2008).

Liang Wang, Miao Liao, Minglun Gong, Ruigang Yang, and D. Nister, “High-Quality Realtime Stereo Using Adaptive Cost Aggregation and Dynamic Programming,” Abstracts Univ. Kentucky (2008).

http://www.nvidia.ru/object.cuda.html

A. Vorob’ev and A. Medvedev, A NVIDIA GeForce 8800 GTX (G80), Available from: http://www.ixbt.com/video2/g80-part1.shtml

M. A. Alyautdinov and G. V. Troepol’skaya, “The Way to Use the Modern Multi-Core Processors in Neural Computers for Solving the Problems of Mathematical Physics,” Neirokompyut.: Razrab., Primen., No. 9, 71–80 (2007).

A. N. Volkovich, D. V. Zhuk, and A. V. Tuzikov, “Construction of Three-Dimensional Models from Images Using Parallel Systems,” in Proc. 9th Int. Conf. “Pattern Recognition and Information Processing” (Minsk, May 22–24, 2007), Vol. 2, pp. 232–235.

A. N. Volkovich, D. V. Zhuk, and A. V. Tuzikov, “The Ways for Generating 3D Terrain Models and Its Implementation for Parallel Systems,” in Proc. 5th Int. Conf. “Information Processing and Control under Emergency and Extreme Situations” (Minsk, Oct. 24–26, 2006), pp. 100–104.

Thông tin
Thông tin xuất bản

Pattern Recognition and Image Analysis

Tập 21

426-429

Thông tin tác giả