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From the Editor

From Discovery to Deployment: Building Bridges Across the Signal Processing Community [From the Editor]

In this issue, alongside a feature article on missing data that inspired the cover, we present several other timely contributions, including our first article in a series highlighting standards activities in our field. This two-part article [A1, A2] describes the technical leadership of the IEEE Signal Processing Society Synthetic Aperture Standards Committee (SPS-SASC) and its working groups in developing standards for the rapidly evolving field of computational imaging and sensing. This marks the first standards initiative led by the IEEE Signal Processing Society in partnership with the IEEE Standards Association.

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The Nasreddin Hodja Principle and the Mathematics of Deep Learning [From the Editor]

You may have noticed that our magazine covers have been venturing beyond the customary look of a technical publication. I hope this shift has been enjoyable for you to see. I confess that I’ve been enjoying it myself, particularly the process of selecting the images and shaping the final composition. It has been an engaging experience exploring the possibilities and connections between the ideas we wish to highlight and images drawn from the natural world.

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Interdisciplinarity: The Clear Path Forward

We opened the year with the theme of “embracing interdisciplinarity,” emphasizing the fact that signal processing naturally builds bridges across different domains and disciplines. The front cover image of an organic bridge across mature trees giving birth to a sapling helped convey our message. After two special issues (two parts of one special issue), we come back to you with an issue comprised of feature articles and columns, which all reinforce the message in our first issue of 2024.

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SPS Members, You Are All Heirs of Fourier!

My three years of service as the editor-in-chief (EIC) of Signal Processing Magazine ( SPM ) are now coming to a close. During the past three years, many of us were deeply affected by serious political, social, and environmental events such as the war in Ukraine; protests for freedom in Iran; coups d’état in Africa; the COVID-19 pandemic; seisms in Turkey, Syria, and Morocco; huge floods in Libya and India; gigantic fires in North America and Southern Europe; and an avalanche of stones in the Alps, to name a few. In such a context, I believe that the IEEE slogan, “Advancing Technology for Humanity,” is incredibly relevant and timely.

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