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Goyal specializes in signal processing, with a recent emphasis on computational imaging, especially the exploitation of efficient information representations and the development of new imaging modalities that are dependent on computation. His other main lines of work include data compression for robust transmission; theory and algorithms for sparse signal processing; and models for human decisoin making. He has published about 170 papers in these areas and co-authored a textbook (Foundations of Signal Processing, Cambridge University Press 2014).
He serves on the Editorial Board of Foundations and Trends in Signal Processing, on the Scientific Advisory Board of the Banff International Research Station for Mathematical Innovation and Discover, and in several roles for the IEEE Signal Processing Society. He has co-chaired the SPIE Wavelets & Sparsity conference series since 2006. He has been a plenary speaker at various international conferences, including the IEEE Data Compression Conference in 2009, the IEEE International Workshop on Multimedia Signal Processing in 2009, and the 20th European Signal Processing Conference in 2012.
He serves on the Editorial Board of Foundations and Trends in Signal Processing, on the Scientific Advisory Board of the Banff International Research Station for Mathematical Innovation and Discover, and in several roles for the IEEE Signal Processing Society. He has co-chaired the SPIE Wavelets & Sparsity conference series since 2006. He has been a plenary speaker at various international conferences, including the IEEE Data Compression Conference in 2009, the IEEE International Workshop on Multimedia Signal Processing in 2009, and the 20th European Signal Processing Conference in 2012.
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arxiv(2023)
Sheila Seidel, Hoover Rueda-Chacón,Iris Cusini,Federica Villa,Franco Zappa,Christopher Yu,Vivek K Goyal
Nature Communicationsno. 1 (2023): 1-7
IEEE OPEN JOURNAL OF SIGNAL PROCESSING (2023): 275-283
Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canadano. Supplement_1 (2023): 741-742
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