Fast Stitching Algorithm of Microscopic Images Based on Classification Registration and Panoramic Pixel Coordinate System
Objective Based on classification registration and panoramic pixel coordinate system,to propose a real-time microscopic image mosaic algorithm to solve the problems of low accuracy and high computational complexity of existing image mosaic algorithms.Methods According to the quality characteristics of the single field image,the evaluation function was utilized to classify and align the images to adapt to different alignment models.A panoramic pixel coordinate system was constructed,and overall splicing and seam fusion were carried out under this coordinate system according to the alignment results.Experiments were carried out based on the self-built urine sample micro-scanning system to verify the effectiveness of the algorithm.Results The experimental results showed that compared with the existing image mosaic methods,the rapid microscopic image mosaic algorithm based on classification registration and panoramic pixel coordinate system was more conducive to the fusion of stitching gaps,and was more stable,and the stitching effect was significantly better than that of speeded up robust features and fast Fourier transform alone.In terms of stitching time,the real-time stitching algorithm of microscopic images based on classification registration and panoramic pixel coordinate system greatly reduced the splicing time,and the splicing speed was doubled.Moreover,for large-field images stitched in rectangular scanning area,there was no obvious stitching gap trace,and high-quality real-time stitching can be completed.Conclusion The rapid microscopic image mosaic algorithm based on classification registration and panoramic pixel coordinate system can meet the needs of fast and high-resolution large-field image stitching,and can provide a more favorable method for the microscopic image mosaic method,facilitating the further analysis by the related personnel.
speeded up robust featuresfeature point detectionimage mosaicfast Fourier transform
国家科技期刊平台
NSTL
万方数据
维普
