2D和3D最佳并行图像翘曲

C. Wittenbrink, A. Somani
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引用次数: 26

摘要

空间图像翘曲在图像处理和图形学中是非常有用的。提出了最优并发读-排他写(CREW)和排他读-排他写(EREW)并行随机存取机(PRAM)算法,实现了O(1)渐近运行时间。重要的结果是创造性的处理器分配,结果在EREW PRAM前向直接翘曲算法。前向算法计算任意非标度仿射变换。EREW算法在实践中是最有效的,16k处理器MasPar MP-1可以在1秒内旋转400万元素的图像,在1/2秒内旋转200万元素的体积。这种高性能允许从任意视点交互式查看卷,并说明线性加速。
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2D and 3D optimal parallel image warping
Spatial image warping is useful for image processing and graphics. The authors present optimal concurrent-read-exclusive-write (CREW) and exclusive-read-exclusive-write (EREW) parallel-random-access-machine (PRAM) algorithms that achieve O(1) asymptotic run time. The significant result is the creative processor assignment that results in an EREW PRAM forward direct warp algorithm. The forward algorithm calculates any nonscaling affine transform. The EREW algorithm is the most efficient in practice, and 16k processor MasPar MP-1 can rotate a 4 million element image in under a second and a 2 million element volume in 1/2 of a second. This high performance allows interactive viewing of volumes from arbitrary viewpoints and illustrates linear speedup.<>
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