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

05/07/2022
by   Shuming Jiao, et al.
7

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.

READ FULL TEXT

page 3

page 5

page 6

page 7

page 8

research
10/12/2022

Solving combinational optimization problems with evolutionary single-pixel imaging

Single-pixel imaging (SPI) is a novel optical imaging technique by repla...
research
06/04/2018

Design of optimal illumination patterns in single-pixel imaging using image dictionaries

Single-pixel imaging (SPI) has a major drawback that the huge number of ...
research
10/19/2016

Lensless Imaging with Compressive Ultrafast Sensing

Lensless imaging is an important and challenging problem. One notable so...
research
11/20/2021

A photosensor employing data-driven binning for ultrafast image recognition

Pixel binning is a technique, widely used in optical image acquisition a...
research
04/24/2019

Optical machine learning with incoherent light and a single-pixel detector

The concept of optical diffractive neural network (DNN) is proposed rece...
research
09/21/2017

Neural network identification of people hidden from view with a single-pixel, single-photon detector

Light scattered from multiple surfaces can be used to retrieve informati...
research
12/11/2009

Synthesis of supervised classification algorithm using intelligent and statistical tools

A fundamental task in detecting foreground objects in both static and dy...

Please sign up or login with your details

Forgot password? Click here to reset