Current Location:home > Detailed Browse

Article Detail

Fast_tracking_moving_object_using_single_pixel_imaging.pdf

Submit Time: 2018-11-11
Author: 时东锋 1 ;
Institute: 1.中科院安光所;

Abstracts

Successive images of a scene are captured and then further processed to achieve the moving object tracking. However, due to modulation rate limitations of the spatial light modulator in single-pixel imaging (SPI) system, the imaging frame rate cannot meet the high-resolution and real-time requirements for object tracking. In this paper, we demonstrate a fast object tracking technique based on SPI with an ultra-low sampling rate that is independent of imaging. We construct modulation information that satisfies the projection conditions and can transform 2D images into 1D projection curves. The 1D projection curves, which provide the location information of the moving object, can be obtained with high resolution in real-time, and then the tracking of the moving object is realized. A background subtraction technique for tracking moving objects that removes static components from a scene is also proposed. The proposed technique is verified by computational simulations and laboratory experiments. In the laboratory experiments, we demonstrate that the proposed method can be used to track moving objects with less than 0.2% of the measurements established by the Nyquist criterion, and it presents a resolution of 256×256 pixels at ~177 fps. The reported technique accelerates the tracking speed of SPI and provides an efficient strategy for remote sensing and biomedical applications.
Download Comment Hits:20716 Downloads:1210
From: 时东锋
DOI:10.12074/201811.00044
Recommended references: 时东锋.(2018).Fast_tracking_moving_object_using_single_pixel_imaging.pdf.[ChinaXiv:201811.00044] (Click&Copy)
Version History
[V1] 2018-11-11 09:19:49 chinaXiv:201811.00044V1 Download
Related Paper
             NO

Download

Current Browse

Cross Subject Browse

  • - NO