The application discloses a kind of single-pixel imaging method and device based on array
light source, including obtaining the illumination
light field of array
light beam and the back
light intensity detection value of the reflection back after array
light beam irradiation on target object;Based on back
light intensity detection value and illumination
light field, reconstruct target image as rough target image;Based on rough target image and back
light intensity detection value, reconstruct target image using depth neural network without training, output final target image.The present application realizes high efficiency imaging and long distance target detection based on array
light source, while removing
image noise, artifact and periodicity by introducing depth neural network, further improves the
imaging quality and imaging efficiency of single-pixel imaging.