Efficient halftoning via deep reinforcement learning

H Jiang, D Xiong, X Jiang, L Ding… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Halftoning aims to reproduce a continuous-tone image with pixels whose intensities are
constrained to two discrete levels. This technique has been deployed on every printer, and …

Low-carbon federated multiagent-DRL enhanced network slicing for satellite direct-to-device communications

H Wang, W Qi, M Kadoch… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
In the evolving landscape of global telecommunications, this study proposes the integration
of Satellite direct-to-device (D2D) communication into a federated multiagent deep …

Ink Drop Displacement Model-Based Direct Binary Search

Y Mao, U Sarkar, I Borrell, L Abello… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A novel statistical ink drop displacement (IDD) printer model for the direct binary search
(DBS) halftoning algorithm is proposed. It is intended primarily for pagewide inkjet printers …

Fast halftoning policy network with error feedback

H Jiang, D Xiong, A Yin, L Ding… - Journal of Electronic …, 2023 - spiedigitallibrary.org
Deep learning-based halftoning methods have demonstrated their abilities in dithering
images with desired blue-noise properties. However, tons of parameters and computations …