An improvised coral reef optimization-based image registration using modified mutual information method

Computer visualisation and medical applications require image registration. It includes transforming collective picture data into the familiar coordinate scheme. Metaheuristic-based methods were developed to explain issue improve efficiency accuracy of conventional registration techniques due their limitations. We describe a hybrid technique using bio-inspired meta-heuristic algorithms: Betteroffspring multi-crossover strategies increase convergent time solution quality with an improvised coral reef optimization modified mutual information (ICOR-MMI) algorithm. This new method (ICORMMI) proposes that reefs expand, compete for space, reproduce. A linear weighted sum intensity contour flow model is added calculation. Including statistical spatial improves The established has been tested verified multiple sets, some which contain single-modality mixed-modality images (CT, MRI). validates proposed model's shows posture's contribution by incorporating geographical data. strategy adapted real-coding problem realtime issues. ICOR-MMI algorithm-based approach outperforms current results in toughness.