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Fast Video Stabilization Algorithms (Paperback) Loot Price: R1,345
Discovery Miles 13 450
Fast Video Stabilization Algorithms (Paperback): Mohammed A Alharbi

Fast Video Stabilization Algorithms (Paperback)

Mohammed A Alharbi

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Loot Price R1,345 Discovery Miles 13 450 | Repayment Terms: R123 pm x 12*

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A set of fast and robust electronic video stabilization algorithms are presented in this thesis. The first algorithm is based on a two-dimensional feature-based motion estimation technique. The method tracks a small set of features and estimates the movement of the camera between consecutive frames. An affine motion model is utilized to determine the parameters of translation and rotation between images. The determined affine transformation is then exploited to compensate for the abrupt temporal discontinuities of input image sequences. Also, a Frequency domain approach is developed to estimate translations between two consecutive frames in a video sequence. Finally, a jitter detection technique has been developed to isolate vibration affected subsequences from an image sequence. The experimental results of using both simulated and real images have revealed the applicability of the proposed techniques. In particular, the emphasis has been to develop real time implementable algorithms, suitable for unmanned vehicles with severe payload constraints.


Imprint: Biblioscholar
Country of origin: United States
Release date: October 2012
First published: October 2012
Authors: Mohammed A Alharbi
Dimensions: 246 x 189 x 8mm (L x W x T)
Format: Paperback - Trade
Pages: 142
ISBN-13: 978-1-249-60072-5
Categories: Books > Social sciences > Education > General
LSN: 1-249-60072-3
Barcode: 9781249600725

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