Using Covariance Matrices as Feature Descriptors for Vehicle Detection from a Fixed Camera

Nonfiction, Computers, Programming
Cover of the book Using Covariance Matrices as Feature Descriptors for Vehicle Detection from a Fixed Camera by Kevin Mader, Gil Reese, GRIN Publishing
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Author: Kevin Mader, Gil Reese ISBN: 9783638849722
Publisher: GRIN Publishing Publication: November 5, 2007
Imprint: GRIN Publishing Language: English
Author: Kevin Mader, Gil Reese
ISBN: 9783638849722
Publisher: GRIN Publishing
Publication: November 5, 2007
Imprint: GRIN Publishing
Language: English

Seminar paper from the year 2006 in the subject Computer Science - Applied, grade: A, Boston University, course: Digital Image Processing and Communication, - entries in the bibliography, language: English, abstract: A method is developed to distinguish between cars and trucks present in a video feed of a highway. The method builds upon previously done work using covariance matrices as an accurate descriptor for regions. Background subtraction and other similar proven image processing techniques are used to identify the regions where the vehicles are most likely to be, and a distance metric comparing the vehicle inside the region to a fixed library of vehicles is used to determine the class of vehicle.

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Seminar paper from the year 2006 in the subject Computer Science - Applied, grade: A, Boston University, course: Digital Image Processing and Communication, - entries in the bibliography, language: English, abstract: A method is developed to distinguish between cars and trucks present in a video feed of a highway. The method builds upon previously done work using covariance matrices as an accurate descriptor for regions. Background subtraction and other similar proven image processing techniques are used to identify the regions where the vehicles are most likely to be, and a distance metric comparing the vehicle inside the region to a fixed library of vehicles is used to determine the class of vehicle.

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