Multi-frame moving object detection system
Abstract
A plurality of remote sensing images of a scene are received. A potential target object can be identified in one of the images, wherein the target object has a low signal-to-noise ratio (SNR). A candidate motion path of the target object can be generated based upon the images. A predicted position of the target object along the candidate motion path is determined for each of the remote sensing images. An image chip is extracted from each of the images, where each image chip is centered about the predicted position of the target object in its corresponding image. A sum image chip is generated based upon the image chips. An indication that the potential target object is an actual object in the images is output based upon a value of a center pixel of the sum image chip.
- Inventors:
- Issue Date:
- Research Org.:
- Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
- Sponsoring Org.:
- USDOE National Nuclear Security Administration (NNSA)
- OSTI Identifier:
- 1860126
- Patent Number(s):
- 11188750
- Application Number:
- 16/867,314
- Assignee:
- National Technology & Engineering Solutions of Sandia, LLC (Albuquerque, NM)
- DOE Contract Number:
- NA0003525
- Resource Type:
- Patent
- Resource Relation:
- Patent File Date: 05/05/2020
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Ma, Tian J., and Anderson, Robert J. Multi-frame moving object detection system. United States: N. p., 2021.
Web.
Ma, Tian J., & Anderson, Robert J. Multi-frame moving object detection system. United States.
Ma, Tian J., and Anderson, Robert J. Tue .
"Multi-frame moving object detection system". United States. https://www.osti.gov/servlets/purl/1860126.
@article{osti_1860126,
title = {Multi-frame moving object detection system},
author = {Ma, Tian J. and Anderson, Robert J.},
abstractNote = {A plurality of remote sensing images of a scene are received. A potential target object can be identified in one of the images, wherein the target object has a low signal-to-noise ratio (SNR). A candidate motion path of the target object can be generated based upon the images. A predicted position of the target object along the candidate motion path is determined for each of the remote sensing images. An image chip is extracted from each of the images, where each image chip is centered about the predicted position of the target object in its corresponding image. A sum image chip is generated based upon the image chips. An indication that the potential target object is an actual object in the images is output based upon a value of a center pixel of the sum image chip.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2021},
month = {11}
}
Works referenced in this record:
Noise Reduction in Radiation Image
patent-application, August 2017
- Karbeyaz, Basak Ulker; Cheng, Kevin; Shaughnessy, Charles
- US Patent Application 15/511267; 20170249723
Method and System for Generating Multidimensional Maps of a Scene Using a Plurality of Sensors of Various Types
patent-application, August 2018
- Nehmadi, Youval; Mangan, Shmuel; Ben-Ezra, Shahar
- US Patent Application 15/892039; 20180232947
Multitarget particle filter track before detect application
journal, January 2004
- Boers, Y.; Driessen, J. N.
- IEE Proceedings - Radar, Sonar and Navigation, Vol. 151, Issue 6
Refined PHD Filter for Multi-Target Tracking under Low Detection Probability
journal, June 2019
- Wang, Sen; Bao, Qinglong; Chen, Zengping
- Sensors, Vol. 19, Issue 13
Detecting and tracking low-observable targets using IR
conference, October 1990
- Fernandez, Manuel F.; Aridgides, Tom; Bray, D.
- OE/LASE '90, 14-19 Jan., Los Angeles, CA, SPIE Proceedings
Peformance of dynamic programming techniques for Track-Before-Detect
journal, January 1996
- Tonissen, S. M.; Evans, R. J.
- IEEE Transactions on Aerospace and Electronic Systems, Vol. 32, Issue 4
A recursive moving-target-indication algorithm for optical image sequences
journal, May 1990
- Reed, I. S.; Gagliardi, R. M.; Stotts, L. B.
- IEEE Transactions on Aerospace and Electronic Systems, Vol. 26, Issue 3, p. 434-440
Artefact Detection and Correction
patent-application, June 2017
- Diggins, Jonathan
- US Patent Application 15/378977; 20170178295
A Novel Dynamic Programming Algorithm for Track-Before-Detect in Radar Systems
journal, May 2013
- Grossi, Emanuele; Lops, Marco; Venturino, Luca
- IEEE Transactions on Signal Processing, Vol. 61, Issue 10, p. 2608-2619
Video Surveillance System
patent-application, August 2011
- Lee, Kuo Chu; Odzemir, Hasan Timucin; Shi, Xiangjun
- US Patent Application 12/709192; 20110205359
Multiple hypothesis tracking for multiple target tracking
journal, January 2004
- Blackman, S. S.
- IEEE Aerospace and Electronic Systems Magazine, Vol. 19, Issue 1, p. 5-18
Multi-hypothesis moving object detection system
patent, July 2018
- Ma, Tian J.
- US Patent Document 10,032,285