A Novel Image Segmentation Algorithm Based on the Microarray Camera and Modified YCrCb Color Space

Abstract

A novel method of image segmentation based on microarray camera $(3\times 3)$ and modified YCrCb color space is proposed in this paper, we use the microarray camera to obtain array images in the same scene and use array images to achieve image segmentation. Microarray camera can take wider field of vision and contain more image details than traditional cameras. Using the SSD network to detect the object in the array images and using modified YCrCb color space to improve the accuracy under the high light intensity. The microarray lens in this paper is expected to be applied to mobile phones and tablet devices. Experimental results show that the proposed algorithm reduces the error rate and the edge extraction is more complete and smoother compared with SSD network.