Literature DB >> 26193574

High spatio-temporal resolution video with compressed sensing.

Roman Koller, Lukas Schmid, Nathan Matsuda, Thomas Niederberger, Leonidas Spinoulas, Oliver Cossairt, Guido Schuster, Aggelos K Katsaggelos.   

Abstract

We present a prototype compressive video camera that encodes scene movement using a translated binary photomask in the optical path. The encoded recording can then be used to reconstruct multiple output frames from each captured image, effectively synthesizing high speed video. The use of a printed binary mask allows reconstruction at higher spatial resolutions than has been previously demonstrated. In addition, we improve upon previous work by investigating tradeoffs in mask design and reconstruction algorithm selection. We identify a mask design that consistently provides the best performance across multiple reconstruction strategies in simulation, and verify it with our prototype hardware. Finally, we compare reconstruction algorithms and identify the best choice in terms of balancing reconstruction quality and speed.

Year:  2015        PMID: 26193574     DOI: 10.1364/OE.23.015992

Source DB:  PubMed          Journal:  Opt Express        ISSN: 1094-4087            Impact factor:   3.894


  4 in total

1.  Temporal super-resolution microscopy using a hue-encoded shutter.

Authors:  Christian Jaques; Emmanuel Pignat; Sylvain Calinon; Michael Liebling
Journal:  Biomed Opt Express       Date:  2019-08-22       Impact factor: 3.732

2.  A High-Speed Imaging Method Based on Compressive Sensing for Sound Extraction Using a Low-Speed Camera.

Authors:  Ge Zhu; Xu-Ri Yao; Zhi-Bin Sun; Peng Qiu; Chao Wang; Guang-Jie Zhai; Qing Zhao
Journal:  Sensors (Basel)       Date:  2018-05-11       Impact factor: 3.576

3.  Video Compressive Sensing Reconstruction Using Unfolded LSTM.

Authors:  Kaiguo Xia; Zhisong Pan; Pengqiang Mao
Journal:  Sensors (Basel)       Date:  2022-09-21       Impact factor: 3.847

4.  Aliasing mitigation in optical microscopy of dynamic biological samples by use of temporally modulated color illumination and a standard RGB camera.

Authors:  Christian Jaques; Michael Liebling
Journal:  J Biomed Opt       Date:  2020-10       Impact factor: 3.170

  4 in total

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