Video Analysis Based on Sparse Registration and Multiple Domain Tracking

Bernard Ghanem; Shaunak Ahuja; Tianzhu Zhang; Indriyati Atmosukarto

Video Analysis Based on Sparse Registration and Multiple Domain Tracking

Bernard Ghanem (Inventor), Shaunak Ahuja (Inventor), Tianzhu Zhang (Inventor), Indriyati Atmosukarto (Inventor)

Research output: Patent

Abstract

A video of a scene includes multiple frames, each of which is registered using sparse registration to spatially align the frame to a reference image of the video. Based on the registered multiple frames as well as both an image domain and a field domain, one or more objects in the video are tracked using particle filtering. Object trajectories for the one or more objects in the video are also generated based on the tracking, and can optionally be used in various manners.

Original language	English (US)
Patent number	US2013335635
IPC	H04N 5/ 14 A I
Priority date	03/14/13
State	Published - Dec 19 2013

Cite this

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title = "Video Analysis Based on Sparse Registration and Multiple Domain Tracking",

abstract = "A video of a scene includes multiple frames, each of which is registered using sparse registration to spatially align the frame to a reference image of the video. Based on the registered multiple frames as well as both an image domain and a field domain, one or more objects in the video are tracked using particle filtering. Object trajectories for the one or more objects in the video are also generated based on the tracking, and can optionally be used in various manners.",

author = "Bernard Ghanem and Shaunak Ahuja and Tianzhu Zhang and Indriyati Atmosukarto",

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language = "English (US)",

type = "Patent",

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T1 - Video Analysis Based on Sparse Registration and Multiple Domain Tracking

AU - Ghanem, Bernard

AU - Ahuja, Shaunak

AU - Zhang, Tianzhu

AU - Atmosukarto, Indriyati

PY - 2013/12/19

Y1 - 2013/12/19

N2 - A video of a scene includes multiple frames, each of which is registered using sparse registration to spatially align the frame to a reference image of the video. Based on the registered multiple frames as well as both an image domain and a field domain, one or more objects in the video are tracked using particle filtering. Object trajectories for the one or more objects in the video are also generated based on the tracking, and can optionally be used in various manners.

AB - A video of a scene includes multiple frames, each of which is registered using sparse registration to spatially align the frame to a reference image of the video. Based on the registered multiple frames as well as both an image domain and a field domain, one or more objects in the video are tracked using particle filtering. Object trajectories for the one or more objects in the video are also generated based on the tracking, and can optionally be used in various manners.

M3 - Patent

M1 - US2013335635

ER -

Video Analysis Based on Sparse Registration and Multiple Domain Tracking

Abstract

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