METHOD, SYSTEM AND MEDIUM FOR IMPROVING THE QUALITY OF 2D-TO-3D AUTOMATIC IMAGE CONVERSION USING MACHINE LEARNING TECHNIQUES

摘要

A method, system and medium for improving the quality of 2D-to-3D automatic conversion in a computing device by using machine learning techniques is provided, comprising: receiving new 2D image from user input; recognizing multiple objects in the new 2D image by machine learning algorithm; obtaining the hierarchical relations among objects according to the features of the said objects; improving the quality of 3D image according to the hierarchical relations. The implementation of this invention provides a more distinct classification of objects in a 2D image, thereby improving the 2D-to-3D conversion in the computing device.