Sony Group Corporation

Roderick Köehle

Fredrik Mattisson

Francesco Michielin

Sebastian Farås

A method for estimating a 3D map is described. The method includes performing an initialization of a plurality of 3D points in the 3D map based on the plurality of 2D images, reprojecting ones of the 3D points onto ones of the 2D images to obtain reprojection points, determining respective reprojection errors of ones of the reprojection points, determining a robust camera parameter associated with a weighting function based on the respective reprojection errors, and performing bundle adjustment to update the 3D map and update the plurality of poses, based on the robust camera parameter and the weighting function. Related systems, devices and computer program products are also described.

Methods, devices and computer program products for global bundle adjustment of 3D images

A method of generating a refined depth map for a three-dimensional (3D) model of an object is described. The method may include may include warping a set of target images, resulting in warped target images, wherein the set of target images is selected from the plurality of images; determining a difference between each warped target image and a reference image, wherein the reference image is from the plurality of images; determining, for each warped target image, an alpha mask comprising per-pixel weights; and updating an initialized depth map based on alpha mask, resulting in the estimated depth map. Related systems, devices and computer program products are also described.

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Munich, Germany

Roderick Köehle