Swarm Intelligence Algorithms for Medical Image Registration: A Comparative Study
作者： D. R. Sarvamangala , Raghavendra V. Kulkarni
DOI: 10.1007/978-981-10-6430-2_35
关键词: Computer vision 、 Algorithm 、 Transformation (function) 、 Artificial bee colony algorithm 、 Image registration 、 Swarm intelligence 、 Particle swarm optimization 、 Computer science 、 Artificial intelligence
摘要: The search for transformation parameters image registration has been treated traditionally as a multidimensional optimization problem. Non-rigid of medical images approached in this paper using the particle swarm algorithm and artificial bee colony (ABC). Brief introductions to these algorithms have presented. Results Matlab simulations through analyzed. results show that ABC higher quality registration; but, takes longer converge. tradeoff issue between computing time brought forward. This strong impact on choice most suitable specific application.
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