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Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/25919

Title: A Real-Time High-Quality Complete System for Depth Image-Based Rendering on FPGA
Authors: Li, Yanzhe
Claesen, Luc
Huang, Kai
Zhao, Menglian
Issue Date: 2018
Citation: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,
Status: Early View
Abstract: Depth image-based rendering (DIBR) techniques have drawn more attention in various three dimensional (3D) applications nowadays. In this paper, a real-time high-quality DIBR system which consists of disparity estimation and view synthesis is proposed. For disparity estimation, a local approach that focuses on depth discontinuities and disparity smoothness is presented to improve the disparity accuracy. For view synthesis, a method that contains view interpolation and extrapolation is proposed to render high-quality virtual views. Moreover, the system is designed with an optimized parallelism scheme to achieve a high throughput, and can be scaled up easily. It is implemented on an Altera Stratix IV FPGA at a processing speed of 45 frames per second (fps) for 1080p resolution. Evaluated on selected image sets of the Middlebury benchmark, the average error rate of the disparity maps is 6.02%; the average peak signal to noise ratio (PSNR) and structural similarity (SSIM) values of the virtual views are 30.07 dB and 0.9303, respectively. The experimental results indicate that the proposed DIBR system has the topperforming processing speed and its accuracy performance is among the best of state-of-the-art hardware implementations.
URI: http://hdl.handle.net/1942/25919
DOI: 10.1109/TCSVT.2018.2825022
ISSN: 1051-8215
Category: A1
Type: Journal Contribution
Appears in Collections: Research publications

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