Monocular depth estimation using deep learning: A review
In current decades, significant advancements in robotics engineering and autonomous
vehicles have improved the requirement for precise depth measurements. Depth estimation …
vehicles have improved the requirement for precise depth measurements. Depth estimation …
Punching holes in light: recent progress in single-shot coded-aperture optical imaging
J Liang - Reports on Progress in Physics, 2020 - iopscience.iop.org
Single-shot coded-aperture optical imaging physically captures a code-aperture-modulated
optical signal in one exposure and then recovers the scene via computational image …
optical signal in one exposure and then recovers the scene via computational image …
High-dimensional dense residual convolutional neural network for light field reconstruction
We consider the problem of high-dimensional light field reconstruction and develop a
learning-based framework for spatial and angular super-resolution. Many current …
learning-based framework for spatial and angular super-resolution. Many current …
A review of snapshot multidimensional optical imaging: measuring photon tags in parallel
Multidimensional optical imaging has seen remarkable growth in the past decade. Rather
than measuring only the two-dimensional spatial distribution of light, as in conventional …
than measuring only the two-dimensional spatial distribution of light, as in conventional …
High-resolution light field prints by nanoscale 3D printing
A light field print (LFP) displays three-dimensional (3D) information to the naked-eye
observer under ambient white light illumination. Changing perspectives of a 3D image are …
observer under ambient white light illumination. Changing perspectives of a 3D image are …
Light-field and holographic three-dimensional displays
M Yamaguchi - JOSA A, 2016 - opg.optica.org
A perfect three-dimensional (3D) display that satisfies all depth cues in human vision is
possible if a light field can be reproduced exactly as it appeared when it emerged from a real …
possible if a light field can be reproduced exactly as it appeared when it emerged from a real …
Compact light field photography towards versatile three-dimensional vision
Inspired by natural living systems, modern cameras can attain three-dimensional vision via
multi-view geometry like compound eyes in flies, or time-of-flight sensing like echolocation in …
multi-view geometry like compound eyes in flies, or time-of-flight sensing like echolocation in …
Structured light field 3D imaging
In this paper, we propose a method by means of light field imaging under structured
illumination to deal with high dynamic range 3D imaging. Fringe patterns are projected onto …
illumination to deal with high dynamic range 3D imaging. Fringe patterns are projected onto …
Light field view synthesis via aperture disparity and warping confidence map
This paper presents a learning-based approach to synthesize the view from an arbitrary
camera position given a sparse set of images. A key challenge for this novel view synthesis …
camera position given a sparse set of images. A key challenge for this novel view synthesis …
Unsupervised light field depth estimation via multi-view feature matching with occlusion prediction
Depth estimation from light field (LF) images is a fundamental step for numerous
applications. Recently, learning-based methods have achieved higher accuracy and …
applications. Recently, learning-based methods have achieved higher accuracy and …