Energy-Efficient 360-Degree Video Rendering on FPGA via Algorithm-Architecture Co-Design

被引:5
作者
Sun, Qiuyue [1 ]
Taherin, Amir [1 ]
Siatitse, Yawo [1 ]
Zhu, Yuhao [1 ]
机构
[1] Univ Rochester, Rochester, NY 14627 USA
来源
2020 ACM/SIGDA INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE GATE ARRAYS (FPGA '20) | 2020年
关键词
Virtual Reality; Panoramic Video; Perspective Projection; Locality;
D O I
10.1145/3373087.3375317
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
360 degrees panoramic video provides an immersive Virtual Reality experience. However, rendering 360 degrees videos consumes excessive energy on client devices. FPGA is an ideal offloading target to improve the energy-efficiency. However, a naive implementation of the processing algorithm would lead to an excessive memory footprint that offsets the energy benefit. In this paper, we propose an algorithm-architecture co-designed system that dramatically reduces the onchip memory requirement of VR video processing to enable FPGA offloading. Evaluation shows that our system is able to achieve significant energy reduction with no loss of performance compared to today's off-the-shelf VR video rendering system.
引用
收藏
页码:97 / 103
页数:7
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