SYSTEM AND METHOD FOR REGION CLASSIFICATION OF 2D IMAGES FOR 2D-TO-3D CONVERSION

摘要

A system and method for region classification of two-dimensional (2D) images for 2D-to-3D conversion of images to create stereoscopic images are provided. The system and method of the present disclosure provides for acquiring a two-dimensional (2D) image (202), identifying a region of the 2D image (204), extracting features from the region (206), classifying the extracted features of the region (208), selecting a conversion mode based on the classification of the identified region, converting the region into a 3D model (210) based on the selected conversion mode, and creating a complementary image by projecting (212) the 3D model onto an image plane different than an image plane of the 2D image (202). A learning component (22) optimizes the classification parameters to achieve minimum classification error of the region using a set of training images (24) and corresponding user annotations.