Digital image processing
Parallel Processing Approaches to Image Correlation
IEEE Transactions on Computers
IEEE Transactions on Computers
PASM: A Partitionable SIMD/MIMD System for Image Processing and Pattern Recognition
IEEE Transactions on Computers
A Model of SIMD Machines and a Comparison of Various Interconnection Networks
IEEE Transactions on Computers
STARAN parallel processor system hardware
AFIPS '74 Proceedings of the May 6-10, 1974, national computer conference and exposition
An Asynchronous Parallelized and Scalable Image Resampling Algorithm with Parallel I/O
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
A load-balanced parallel algorithm for 2d image warping
ISPA'04 Proceedings of the Second international conference on Parallel and Distributed Processing and Applications
| Hi-index | 14.98 |
Due to advances in VLSI technology, large scale arrays of microprocessors forming parallel processing systems have become feasible. The use of such a microprocessor array operating in the SIMD (single instruction stream-multiple data stream) mode to perform image resampling is explored. A general theory of resampling in terms of offsets is developed. From this, an approach to performing resampling in an SIMD environment is given. Detailed analysis of the SIMD algorithm is presented, and computational speedup over conventional uniprocessor approaches is shown to be approximately a factor of N where N is the number of processors used.