3D Image Generation from Single Image Using Color Filtered Aperture and 2.1D Sketch-A Computational 3D Imaging System and Qualitative Analysis

5Citations
Citations of this article
7Readers
Mendeley users who have this article in their library.

This article is free to access.

Abstract

A new method for generating 3D images using both disparity parameters due to the color filtered aperture (CFA) and depth alignment of the multi-plane images for an acquired 2D image using a novel computational imaging system is presented. A CFA is created using add-on red, green, and blue color filters in front of the objective lens for a conventional 2D camera system. The multiple plane images are computed using various image regions identified by 2.1D sketch and the corresponding inter-region depth information with the aid of color disparities caused in the acquired 2D image. Our emphasis is to handle possible occlusions in single 2D image regions due to various object features for the acquired scene using ordered multiple plane images and to generate a 3D image by exploiting the order existing in the computed multiple plane images and compositing the region with aligned inter-image region depth information. The simulation and analysis demonstrate the elegance of the 3D image generation. Ultimately, the proposed computational imaging system is not only cost-effective but also an alternative to the stereo-based imaging system, which is not suited for ophthalmic or endoscopic imaging applications.

References Powered by Scopus

Lipschitzian optimization without the Lipschitz constant

1589Citations
N/AReaders
Get full text

High-quality video view interpolation using a layered representation

1013Citations
N/AReaders
Get full text

Representing Moving Images with Layers

789Citations
N/AReaders
Get full text

Cited by Powered by Scopus

Accuracy in Depth Recovery and 3D Image Synthesis from Single Image Using Multi-Color Filter Aperture and Shallow Depth of Field

7Citations
N/AReaders
Get full text

Pattern-based feature set for efficient segmentation of color images using modified FCM clustering

1Citations
N/AReaders
Get full text

A simple method for obtaining artificial 3D forms of 2D mammograms in diagnosis of breast cancer

1Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Deshpande, R. R., Renu Madhavi, C., & Bhatt, M. R. (2021). 3D Image Generation from Single Image Using Color Filtered Aperture and 2.1D Sketch-A Computational 3D Imaging System and Qualitative Analysis. IEEE Access, 9, 93580–93592. https://doi.org/10.1109/ACCESS.2021.3089938

Readers' Seniority

Tooltip

Lecturer / Post doc 1

50%

PhD / Post grad / Masters / Doc 1

50%

Readers' Discipline

Tooltip

Computer Science 2

67%

Business, Management and Accounting 1

33%

Save time finding and organizing research with Mendeley

Sign up for free