Salience guided depth calibration for perceptually optimized compressive light field 3D display

Multi-layer light field displays are a type of computational three-dimensional (3D) display which has recently gained increasing interest for its holographic-like effect and natural compatibility with 2D displays. However, the major shortcoming, depth limitation, still cannot be overcome in the trad...

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Main Authors: Wang, Shizheng, Liao, Wenjuan, Surman, Phil, Tu, Zhigang, Zheng, Yuanjin, Yuan, Junsong
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/143225
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1432252020-08-14T02:13:22Z Salience guided depth calibration for perceptually optimized compressive light field 3D display Wang, Shizheng Liao, Wenjuan Surman, Phil Tu, Zhigang Zheng, Yuanjin Yuan, Junsong School of Electrical and Electronic Engineering 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018 CVPR) Engineering::Electrical and electronic engineering Three-dimensional Displays Image Color Anaysis Multi-layer light field displays are a type of computational three-dimensional (3D) display which has recently gained increasing interest for its holographic-like effect and natural compatibility with 2D displays. However, the major shortcoming, depth limitation, still cannot be overcome in the traditional light field modeling and reconstruction based on multi-layer liquid crystal displays (LCDs). Considering this disadvantage, our paper incorporates a salience guided depth optimization over a limited display range to calibrate the displayed depth and present the maximum area of salience region for multi-layer light field display. Different from previously reported cascaded light field displays that use the fixed initialization plane as the depth center of display content, our method automatically calibrates the depth initialization based on the salience results derived from the proposed contrast enhanced salience detection method. Experiments demonstrate that the proposed method provides a promising advantage in visual perception for the compressive light field displays from both software simulation and prototype demonstration. National Research Foundation (NRF) Accepted version Dr. WANG Shizheng is financially supported by the Chinese Academy of Science, HundredTalent Program (2018-2020). This work was supported by National Research Foundation Singapore (NRF-CRP11- 2012-01). 2020-08-14T02:13:21Z 2020-08-14T02:13:21Z 2018 Conference Paper Wang, S., Liao, W., Surman, P., Tu, Z., Zheng, Y., & Yuan, J. (2018). Salience guided depth calibration for perceptually optimized compressive light field 3D display. Proceedings of the 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (2018 CVPR), 2031-2040. doi:10.1109/CVPR.2018.00217 978-1-5386-6421-6 https://hdl.handle.net/10356/143225 10.1109/CVPR.2018.00217 2-s2.0-85062868948 2031 2040 en © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/CVPR.2018.00217. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Three-dimensional Displays
Image Color Anaysis
spellingShingle Engineering::Electrical and electronic engineering
Three-dimensional Displays
Image Color Anaysis
Wang, Shizheng
Liao, Wenjuan
Surman, Phil
Tu, Zhigang
Zheng, Yuanjin
Yuan, Junsong
Salience guided depth calibration for perceptually optimized compressive light field 3D display
description Multi-layer light field displays are a type of computational three-dimensional (3D) display which has recently gained increasing interest for its holographic-like effect and natural compatibility with 2D displays. However, the major shortcoming, depth limitation, still cannot be overcome in the traditional light field modeling and reconstruction based on multi-layer liquid crystal displays (LCDs). Considering this disadvantage, our paper incorporates a salience guided depth optimization over a limited display range to calibrate the displayed depth and present the maximum area of salience region for multi-layer light field display. Different from previously reported cascaded light field displays that use the fixed initialization plane as the depth center of display content, our method automatically calibrates the depth initialization based on the salience results derived from the proposed contrast enhanced salience detection method. Experiments demonstrate that the proposed method provides a promising advantage in visual perception for the compressive light field displays from both software simulation and prototype demonstration.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Wang, Shizheng
Liao, Wenjuan
Surman, Phil
Tu, Zhigang
Zheng, Yuanjin
Yuan, Junsong
format Conference or Workshop Item
author Wang, Shizheng
Liao, Wenjuan
Surman, Phil
Tu, Zhigang
Zheng, Yuanjin
Yuan, Junsong
author_sort Wang, Shizheng
title Salience guided depth calibration for perceptually optimized compressive light field 3D display
title_short Salience guided depth calibration for perceptually optimized compressive light field 3D display
title_full Salience guided depth calibration for perceptually optimized compressive light field 3D display
title_fullStr Salience guided depth calibration for perceptually optimized compressive light field 3D display
title_full_unstemmed Salience guided depth calibration for perceptually optimized compressive light field 3D display
title_sort salience guided depth calibration for perceptually optimized compressive light field 3d display
publishDate 2020
url https://hdl.handle.net/10356/143225
_version_ 1681058810724089856