发明名称 SCENE LABELING OF RGB-D DATA WITH INTERACTIVE OPTION
摘要 A method for generating labels for an image of low quality is described. The method includes mapping image data and depth information of said image to a 3D point cloud; segmenting the 3-D point cloud and the image into super voxels and image patches, fusing features obtained from the super voxels and image patches, by using a fusion model, applying classifiers to fused features, wherein the fusion model and the classifiers are generated from a dataset including image data of selected quality and quantity, corresponding point cloud and image labels, and generating scene labels based on applied classifiers.
申请公布号 US2017109611(A1) 申请公布日期 2017.04.20
申请号 US201615289830 申请日期 2016.10.10
申请人 THOMSON LICENSING 发明人 LUO Tao
分类号 G06K9/62 主分类号 G06K9/62
代理机构 代理人
主权项 1. A method for generating labels for an image of low quality; comprising: mapping image data and depth information of said image to a 3D point cloud; segmenting the 3-D point cloud and the image into super voxels and image patches; fusing features obtained from the super voxels and image patches, by using a fusion model; applying classifiers to fused features, wherein the fusion model and the classifiers are generated from a dataset including image data of selected quality and quantity, corresponding point cloud and image labels; and generating scene labels based on applied classifiers.
地址 Issy les Moulineaux FR