Journal article
Aggregation of Rich Depth-Aware Features in a Modified Stacked Generalization Model for Single Image Depth Estimation
Abstract
Estimating scene depth from a single monocular image is a crucial component in computer vision tasks, enabling many further applications such as robot vision, 3-D modeling, and above all, 2-D to 3-D image/video conversion. Since there are an infinite number of possible world scenes, that can produce a unique image, single image depth estimation is a highly challenging task. This paper tackles such an ambiguous problem by using the merits of …
Authors
Mohaghegh H; Karimi N; Soroushmehr SMR; Samavi S; Najarian K
Journal
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, No. 3, pp. 683–697
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
March 1, 2019
DOI
10.1109/tcsvt.2018.2808682
ISSN
1051-8215