Aggregation of rich depth-aware features in a modified stacked generalization model for single image depth estimation

H Mohaghegh, N Karimi… - … on Circuits and …, 2018 - ieeexplore.ieee.org
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 …

Gradient-guided filtering of depth maps using deep neural networks

CA Ochotorena, CN Ochotorena… - 2015 International …, 2015 - ieeexplore.ieee.org
Image filtering has long been an area of interest in computer vision applications. It may be
used in applications where noise is prominent or when certain features need to be …

Single image depth estimation using joint local-global features

H Mohaghegh, N Karimi… - 2016 23rd …, 2016 - ieeexplore.ieee.org
Inferring scene depth from a single monocular image is an essential component in several
computer vision applications such as 3D modeling and robotics. This process is an ill-posed …

Learning depth from a single image using visual-depth words

S Kim, S Choi, K Sohn - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
Estimating depth from a single monocular image is a fundamental problem in computer
vision. Traditional methods for such estimation usually require complicated and sometimes …

A study on the effects of RGB-D database scale and quality on depth analogy performance

S Kim, Y Kim, K Sohn - Three-Dimensional Imaging …, 2016 - spiedigitallibrary.org
In the past few years, depth estimation from a single image has received increased
attentions due to its wide applicability in image and video understanding. For realizing these …

An automatic cluster-based approach for depth estimation of single 2D images

MA Shoukat, AB Sargano, Z Habib… - 2019 13th International …, 2019 - ieeexplore.ieee.org
In this paper, the problem of single 2D image depth estimation is considered. This is a very
important problem due to its various applications in the industry. Previous learning-based …

Depth estimation from single images using modified stacked generalization

H Mohaghegh, S Samavi, N Karimi… - … , Speech and Signal …, 2016 - ieeexplore.ieee.org
Despite the rapid growth of 3D displays in the last few years, insufficient supply of 3D
contents has led to considerable effort in devising 2D to 3D conversion algorithms. Inferring …

A Survey on Depth Estimation for 3D Reconstruction of Images.

A Shruthiba, R Deepu - papers.ssrn.com
Depth estimation plays an important role in many applications of computer vision. Depth can
be inferred from multiple images of same scene taken from different station points or from …

Automatic depth estimation from single 2D image via transfer learning approach

MA Shoukat, AB Sargano, Z Habib… - 2018 2nd European …, 2018 - ieeexplore.ieee.org
Nowadays, depth estimation from a single 2D image is a prominent task due to its numerous
applications such as 2D to 3D image/video conversion, robot vision, and self-driving cars …

[图书][B] Calculating Staircase Slope from a Single Image

N Clarke - 2015 - search.proquest.com
Realistic modeling of a 3D environment has grown in popularity due to the increasing realm
of practical applications. Whether for practical navigation purposes, entertainment value, or …