Image upscaling with deep machine learning for energy-efficient data communications

HIGHLIGHTS

  • who: Nathaniel Tovar et al. from the Department of Electrical Engineering, California State University, Long Beach, CA, USA have published the research work: Image Upscaling with Deep Machine Learning for Energy-Efficient Data Communications, in the Journal: Electronics 2023, 12, 689. of /2023/
  • what: Meanwhile minimizing transmission is inevitable in Therefore to improve efficiency the authors propose to decrease the image resolution at the transmitter (Tx) and upscale the image at the receiver (Rx). Average MSSIM Based on the comprehensive simulations described in this section, the authors propose the deep machine_learning-based RTISR system with . . .

     

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