Computing Image-Based Reprojection Error on Graphics Hardware

机译：在图形硬件上计算基于图像的投影误差

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This paper describes a novel approach to the problem of recovering information from an image set by comparing the radiance of hypothesised point correspondences. This method is applicable to a number of problems in computer vision, but is explained particularly in terms of recovering geometry and camera parameters from image sets. The algorithm employs a cost-function to represent the probability that a hypothesised scene description and camera parameters generated the reference images and is characterised by its ability to execute on graphics hardware. Experiments show that minimisation of the cost-function converges to a valid solution provided there are adequate geometric constraints and projective coverage.

机译：本文介绍了一种通过比较假设的点对应关系的辐射度来解决从图像集中恢复信息的新方法。该方法适用于计算机视觉中的许多问题，但特别是从图像集中恢复几何形状和相机参数方面进行了解释。该算法采用成本函数表示假设的场景描述和摄像机参数生成参考图像的概率，并以其在图形硬件上执行的能力为特征。实验表明，只要有足够的几何约束和投影范围，就可以将成本函数的最小化收敛到一个有效的解决方案。

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来源
《Biennial Australian Pattern Recognition Society Conference(DICTA2003) v.2; 2003; Sydney; AU》|2003年|P.663-672|共10页
会议地点 Sydney(AU);Sydney(AU);Sydney(AU)
作者
John Bastian; Anton van den Hengel;
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作者单位

The University of Adelaide, Adelaide, South Australia Centre for Sensor Signal and Information Processing, Mawson Lakes, South Australia;

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会议组织
原文格式 PDF
正文语种 eng
中图分类信息处理（信息加工）;
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机译：可编程图形硬件上基于图像的非线性优化框架
2. A Bayesian Reliability Analysis of Neutron-Induced Errors in High Performance Computing Hardware [J] . Curtis B. Storlie, Sarah E. Michalak, Heather M. Quinn, Journal of the American statistical association . 2013,第502期

机译：高性能计算硬件中子引起的误差的贝叶斯可靠性分析
3. A Parallel Algorithm for Error Correction in High-Throughput Short-Read Data on CUDA-Enabled Graphics Hardware [J] . Haixiang Shi Bertil Schmidt Weiguo Liu, Wolfgang Müller-Wittig Journal of computational biology . 2010,第4期

机译：启用CUDA的图形硬件上的高通量短读数据中的纠错并行算法
4. Computing Image-Based Reprojection Error on Graphics Hardware [C] . John Bastian, Anton van den Hengel Biennial Australian pattern recognition society conference . 2003

机译：在图形硬件上计算基于图像的重新注入错误
5. Stream computing on graphics hardware. [D] . Buck, Ian. 2005

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6. Trainable hardware for dynamical computing using error backpropagation through physical media [O] . Michiel Hermans, Michaël Burm, Thomas Van Vaerenbergh, -1

机译：通过物理介质使用错误反向传播进行动态计算的可训练硬件
7. IMAGE-BASED TOPOGRAPHY RECONSTRUCTION BY MINIMIZING THE REPROJECTION-ERROR OVER A SURFACE [O] . S. Mor, S. Filin 2012

机译：基于图像的地形重建通过最小化表面上的重复误差
8. Hierarchical image-based rendering using texture mapping hardware [R] . Max, N 1999

机译：使用纹理映射硬件的基于图像的分层渲染

Computing Image-Based Reprojection Error on Graphics Hardware

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