Safe reinforcement learning aims to ensure the optimal performance while minimizing
potential risks. In real-world applications, especially in scenarios that rely on visual inputs, a …

In this work, we investigate how to increase the resolution of color halftone images using
convolutional neural networks (CNNs). As far as we know, this is the first work that increases …

Deep learning-based halftoning methods have demonstrated their abilities in dithering
images with desired blue-noise properties. However, tons of parameters and computations …

This research paper conducts a thorough comparative analysis of various dithering
algorithms, prioritizing the GPU-optimized Floyd-Steinberg algorithm. Dithering plays a …