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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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 |
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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 |
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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. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Wang, Shizheng Liao, Wenjuan Surman, Phil Tu, Zhigang Zheng, Yuanjin Yuan, Junsong |
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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 |
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2020 |
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https://hdl.handle.net/10356/143225 |
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1681058810724089856 |