Feature identification or classification using task-specific metadata

Teuton, Jeremy R.; Griswold, Richard L.

Title: Feature identification or classification using task-specific metadata

Abstract

Innovations in the identification or classification of features in a data set are described, such as a data set representing measurements taken by a scientific instrument. For example, a task-specific processing component, such as a video encoder, is used to generate task-specific metadata. When the data set includes video frames, metadata can include information regarding motion of image elements between frames, or other differences between frames. A feature of the data set, such as an event, can be identified or classified based on the metadata. For example, an event can be identified when metadata for one or more elements of the data set exceed one or more threshold values. When the feature is identified or classified, an output, such as a display or notification, can be generated. Although the metadata may be useable to generate a task-specific output, such as compressed video data, the identifying or classifying is not used solely in production of, or the creation of an association with, the task-specific output.

Inventors:: Teuton, Jeremy R.; Griswold, Richard L.

Issue Date:: 2020-11-10

Research Org.:: Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)

Sponsoring Org.:: USDOE

OSTI Identifier:: 1771613

Patent Number(s):: 10832059

Application Number:: 16/057,408

Assignee:: Battelle Memorial Institute (Richland, WA)

Patent Classifications (CPCs):: G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING

H - ELECTRICITY H04 - ELECTRIC COMMUNICATION TECHNIQUE H04N - PICTORIAL COMMUNICATION, e.g. TELEVISION

Show more

G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
G06F16/48 - Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually

H - ELECTRICITY H04 - ELECTRIC COMMUNICATION TECHNIQUE H04N - PICTORIAL COMMUNICATION, e.g. TELEVISION
H04N19/25 - with scene description coding, e.g. binary format for scenes [BIFS] compression
H04N19/46 - Embedding additional information in the video signal during the compression process

Show less

DOE Contract Number:: AC05-76RL01830

Resource Type:: Patent

Resource Relation:: Patent File Date: 08/07/2018

Country of Publication:: United States

Language:: English

Citation Formats


                    Teuton, Jeremy R., and Griswold, Richard L.. Feature identification or classification using task-specific metadata.  United States: N. p., 2020. 
        Web.

Copy to clipboard


                    Teuton, Jeremy R., & Griswold, Richard L.. Feature identification or classification using task-specific metadata.  United States.

Copy to clipboard


                    Teuton, Jeremy R., and Griswold, Richard L.. Tue .  
        "Feature identification or classification using task-specific metadata".  United States.  https://www.osti.gov/servlets/purl/1771613.

Copy to clipboard


                    
@article{osti_1771613,

  title        = {Feature identification or classification using task-specific metadata},

  author       = {Teuton, Jeremy R. and Griswold, Richard L.},

  abstractNote = {Innovations in the identification or classification of features in a data set are described, such as a data set representing measurements taken by a scientific instrument. For example, a task-specific processing component, such as a video encoder, is used to generate task-specific metadata. When the data set includes video frames, metadata can include information regarding motion of image elements between frames, or other differences between frames. A feature of the data set, such as an event, can be identified or classified based on the metadata. For example, an event can be identified when metadata for one or more elements of the data set exceed one or more threshold values. When the feature is identified or classified, an output, such as a display or notification, can be generated. Although the metadata may be useable to generate a task-specific output, such as compressed video data, the identifying or classifying is not used solely in production of, or the creation of an association with, the task-specific output.},

  doi          = {},

  journal      = {},
number       = ,

  volume       = ,

  place        = {United States},

  year         = {2020},

  month        = {11}

}

Copy to clipboard

Patent:

Save / Share:

Export Metadata

Save to My Library

Works referenced in this record:

Comparison of automatic shot boundary detection algorithms
conference, December 1998

Lienhart, Rainer W.
Electronic Imaging '99, SPIE Proceedings
https://doi.org/10.1117/12.333848

System, Method, and Kit for Processing a Magnified Image of Biological Material to Identify Components of a Biological Object
patent-application, June 2008

Hunter, Edward; Mc Donough, Patrick M.; Mikic, Ivana
US Patent Application 11/285691; 20080144895
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20080144895

Statistical sequential analysis for real-time video scene change detection on compressed multimedia bitstream
journal, March 2003

Lelescu, D.; Schonfeld, D.
IEEE Transactions on Multimedia, Vol. 5, Issue 1, p. 106-117
https://doi.org/10.1109/TMM.2003.808819

Compression Algorithm Analysis of In-Situ (S)TEM Video: Towards Automatic Event Detection and Characterization
journal, August 2015

Teuton, Jeremy R.; Griswold, Richard L.; Mehdi, B. Layla
Microscopy and Microanalysis, Vol. 21, Issue S3, p. 2329-2330
https://doi.org/10.1017/S1431927615012428

The H.264/MPEG4 advanced video coding standard and its applications
journal, August 2006

Marpe, D.; Wiegand, T.; Sullivan, G. J.
IEEE Communications Magazine, Vol. 44, Issue 8, p. 134-143
https://doi.org/10.1109/MCOM.2006.1678121

Fast scene change detection using direct feature extraction from MPEG compressed videos
journal, January 2000

Lee, Seong-Whan; Kim, Young-Min; Choi, Sung Woo
IEEE Transactions on Multimedia, Vol. 2, Issue 4, p. 240-254
https://doi.org/10.1109/6046.890059

Encoding method for skipped macroblocks in video image
patent, November 2012

Gao, Wen; Zheng, Junhao; Ma, Siwei
US Patent Document 8,306,124
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/8306124

Automatic video temporal segmentation based on multiple features
journal, November 2009

Lian, Shiguo
Soft Computing, Vol. 15, Issue 3, p. 469-482
https://doi.org/10.1007/s00500-009-0527-9

Video shot boundary detection: Seven years of TRECVid activity
journal, April 2010

Smeaton, Alan F.; Over, Paul; Doherty, Aiden R.
Computer Vision and Image Understanding, Vol. 114, Issue 4, p. 411-418
https://doi.org/10.1016/j.cviu.2009.03.011

A motion location based video watermarking scheme using ICA to extract dynamic frames
journal, March 2009

Sun, Zhaowan; Liu, Ju; Sun, Jiande
Neural Computing and Applications, Vol. 18, Issue 5, p. 507-514
https://doi.org/10.1007/s00521-009-0253-3

Method and Assembly for Video Encoding, the Video Encoding Including Texture Analysis and Texture Synthesis, and Corresponding Computer Program and Corresponding Computer-readable Storage Medium
patent-application, February 2006

Makai, Bela; Ndjiki-Nya, Patrick; Schwarz, Heiko
US Patent Application 11/208103; 20060039617
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20060039617

A Formal Study of Shot Boundary Detection
journal, February 2007

Yuan, Jinhui; Wang, Huiyi; Xiao, Lan
IEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, Issue 2, p. 168-186
https://doi.org/10.1109/TCSVT.2006.888023

Adaptive motion vector resolution with implicit signaling
conference, September 2010

Guo, Liwei; Yin, Peng; Zheng, Yunfei
2010 IEEE International Conference on Image Processing
https://doi.org/10.1109/ICIP.2010.5650435

Quantitative, multispectral image analysis of tissue specimens stained with quantum dots
patent-application, September 2008

Lett, G. Scott; Haubein, Ned C.; Pestano, Gary
US Patent Application 11/999914; 20080212866
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20080212866

Scene Change Detection Using Sum of Variance and Estimated Picture Encoding Cost
patent-application, December 2014

Li, Ying; Zhao, Xu Gang
US Patent Application 13/926185; 20140376624
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20140376624

Data Word Analysis by Spectroscopy
patent-application, November 2012

Ciurczak, Emil Walter; Flank, Sharon; Flank, William H.
US Patent Application 13/522707; 20120286046
URL: https://image-ppubs.uspto.gov/dirsearch-public/print/downloadPdf/20120286046