High efficiency sensing in real time

Xiteng Liu

doi:10.1117/12.2614236

27 May 2022 High efficiency sensing in real time

Xiteng Liu

Proceedings Volume 12102, Real-Time Image Processing and Deep Learning 2022; 1210208 (2022) https://doi.org/10.1117/12.2614236
Event: SPIE Defense + Commercial Sensing, 2022, Orlando, Florida, United States

Abstract

We exemplify a new mathematical theory and method for high efficiency sensing in real time, in contrast to compressed sensing theory, which is the most sensational topic of scientific research in the past century. Compared with compressed sensing, high efficiency sensing radically rectifies mathematical rationale while immensely improves technical performance. Based on discovery of new logical phenomenon, we make a broad spectrum of innovations on rationale, methodology, transform, techniques and so on, which working together result in dominant improvement in terms of both data quality and computation speed. High efficiency denotes high quality plus high speed. The pivotal innovation is simple yet powerful. Demo software and test data are both downloadable at our website www.lucidsee.ca .

Conference Presentation

Citation Download Citation

Xiteng Liu "High efficiency sensing in real time", Proc. SPIE 12102, Real-Time Image Processing and Deep Learning 2022, 1210208 (27 May 2022); https://doi.org/10.1117/12.2614236

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