| 000 | 02412nam a2200253 4500 | ||
|---|---|---|---|
| 008 | 231230t2011 us a||||s|||| 00| 0 eng | | ||
| 020 | _a9780262015776 | ||
| 020 | _a9780262298353 | ||
| 040 |
_aUniversiti Teknologi Brunei _beng |
||
| 100 | 1 |
_aBlake, Andrew. _eauthor. |
|
| 245 | 1 | 0 |
_aMarkov Random Fields for Vision and Image Processing _cAndrew Blake, Pushmeet Kohli, Carsten Rother. |
| 260 |
_aCambridge, Mass : _bThe MIT Press. _c2011. |
||
| 500 | _aThis book is automatically accessible within the University internet network. To learn how to access it outside the campus, visit: https://www.utb.edu.bn/media/cv5fcgwb/remote-access-for-ebscohost.pdf | ||
| 520 | _aState-of-the-art research on MRFs, successful MRF applications, and advanced topics for future study.This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF both as a tool for modeling image data and, utilizing recently developed algorithms, as a means of making inferences about images. These inferences concern underlying image and scene structure as well as solutions to such problems as image reconstruction, image segmentation, 3D vision, and object labeling. It offers key findings and state-of-the-art research on both algorithms and applications.After an introduction to the fundamental concepts used in MRFs, the book reviews some of the main algorithms for performing inference with MRFs; presents successful applications of MRFs, including segmentation, super-resolution, and image restoration, along with a comparison of various optimization methods; discusses advanced algorithmic topics; addresses limitations of the strong locality assumptions in the MRFs discussed in earlier chapters; and showcases applications that use MRFs in more complex ways, as components in bigger systems or with multiterm energy functions. The book will be an essential guide to current research on these powerful mathematical tools. | ||
| 650 | 4 | _aMarkov random fields | |
| 650 | 4 |
_aComputer vision _xMathematics |
|
| 700 | 1 |
_eauhtor _aKohli, Pushmeet. |
|
| 700 | 1 |
_eauthor _aRother,Carsten. |
|
| 856 | _uhttps://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=386846&site=ehost-live | ||
| 942 |
_2lc _cEBB |
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| 998 |
_eElectronic Book _sReference No: 4736965 / 10.12.21 / ns277138 Date: 12 October 2021 -- (UTB) – EBSCO International, INC |
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| 999 |
_c21231 _d21231 |
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