论文标题

使用智能的单像素成像玩TIC-TAC-TOE游戏

Playing Tic-Tac-Toe Games with Intelligent Single-pixel Imaging

论文作者

Jiao, Shuming, Li, Jiaxiang, Huang, Wei, Zhang, Zibang

论文摘要

单像素成像(SPI)是一种新型的光学成像技术,它通过用单像素探测器和图案照明代替二维像素化传感器。 SPI已被广泛用于与图像采集和处理相关的各种任务。在这项工作中,与SPI的框架合并了一项基于新型的非图像的任务,以交互方式玩TIC-TAC-TOE游戏。具有最小数字计算的光电子人工智能(AI)播放器可以检测游戏状态,产生最佳移动和显示输出结果,主要是通过模式照明和单像素检测。模拟和实验结果证明了拟议方案的可行性及其对人类参与者的无与伦比的表现。

Single-pixel imaging (SPI) is a novel optical imaging technique by replacing a two-dimensional pixelated sensor with a single-pixel detector and pattern illuminations. SPI have been extensively used for various tasks related to image acquisition and processing. In this work, a novel non-image-based task of playing Tic-Tac-Toe games interactively is merged into the framework of SPI. An optoelectronic artificial intelligent (AI) player with minimal digital computation can detect the game states, generate optimal moves and display output results mainly by pattern illumination and single-pixel detection. Simulated and experimental results demonstrate the feasibility of proposed scheme and its unbeatable performance against human players.

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