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Video Image Segmentation and Object Detection Using Mrf Model

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ISBN-10: 3838314190

ISBN-13: 9783838314198

Edition: N/A

Authors: Badri Narayan Subudhi

List price: $99.00
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Description:

In this book, the problem of video object detection has been addressed. The object is detected by integrating the spatial segmentation as well as temporal segmentation. The spatial segmentation of frames has been formulated in spatio-temporal framework. A Compound MRF model is proposed to model the video sequence. This model takes care of the spatial and the temporal distributions as well. Besides taking in to account the pixel distributions in temporal directions, it also model the edges in the temporal direction. This model has been named as edgebased model. The MAP estimates of the labels have been obtained by a hybrid algorithm and is devised by integrating that global as well as local…    
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Book details

List price: $99.00
Publisher: Lambert Academic Publishing
Binding: Paperback
Pages: 172
Size: 6.00" wide x 9.00" long x 0.40" tall
Weight: 0.572
Language: English