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- High quality depth map estimation of object surface from light-field . . .
In this paper, we present a complete light-field processing procedure that recovers high quality depth maps using a lenslet light-field camera under indoor and outdoor illumination
- Light-Field Dataset for Disparity Based Depth Estimation
To design, develop, implement, and test novel disparity-based light field depth estimation algorithms, the availability of suitable light field image datasets is essential In this paper, a publicly available light field image dataset is intro-duced and thoroughly described
- Light-Field Dataset for Disparity Based Depth Estimation | IEEE DataPort
We introduce a publicly available light field (LF) image dataset designed to support the development and evaluation of disparity-based LF depth estimation algorithms
- GitHub - lightfield-analysis resources: A list of data sets and other . . .
This is a (work in progress) repo for collecting links to data sets, source code, and other resources related to research on light fields for computer vision This is an open list maintained by the light field community
- A New Parallel Intelligence Based Light Field Dataset for Depth . . .
In this paper, we firstly propose a new static light field dataset that contains up to 50 scenes and takes 8 to 10 perspectives for each scene, with the ground truth including disparities, depths, surface normals, segmentations, and object poses
- Light-Field - University of California, San Diego
By combining the real light field captured using Lytro Illum and synthetic light field rendering of 3D scenes from UnrealCV, we provide a large-scale blurry light field dataset to train the network
- 3D Image Acquisition and Light Fields - Springer
We start with a discussion of the basic limits of projective mapping for three-dimensional vision (Section 8 2) Then we deepen these relationships theoretically by introducing the light field
- Benchmark Data Set and Method for Depth Estimation From Light Field Images
Since it is difficult to obtain ground truth 3D images of real world scenes that are perfectly aligned with the central image of light field cameras, we provide a dataset that contains
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