A Convolutional Neural Network based Single frame Super Resolution for Lensless

This paper presents one Convolutional Neural Network based single-frame Super-Resolution processing (CNNSR) for lensless blood cell counting, which takes one single low-resolution cell shadow image as the input and outputs an improved high-resolution one for better cell detection. Due to the advanta