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020 _a9789811649394
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024 7 _a10.1007/978-981-16-4939-4
_2doi
050 4 _aTJ210.2-211.495
072 7 _aTJFM1
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082 0 4 _a629,892
_223
100 1 _aGao, Xiang.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aIntroduction to Visual SLAM
_h[electronic resource] :
_bFrom Theory to Practice /
_cby Xiang Gao, Tao Zhang.
250 _a1st ed. 2021.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2021.
300 _aXXII, 376 p. 109 illus., 91 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction to Slam -- 3D Rigid Body Motion -- Lie group and Lie Algebra -- Cameras and Images -- Nonlinear Optimization.
520 _aThis book offers a systematic and comprehensive introduction to the visual simultaneous localization and mapping (vSLAM) technology, which is a fundamental and essential component for many applications in robotics, wearable devices, and autonomous driving vehicles. The book starts from very basic mathematic background knowledge such as 3D rigid body geometry, the pinhole camera projection model, and nonlinear optimization techniques, before introducing readers to traditional computer vision topics like feature matching, optical flow, and bundle adjustment. The book employs a light writing style, instead of the rigorous yet dry approach that is common in academic literature. In addition, it includes a wealth of executable source code with increasing difficulty to help readers understand and use the practical techniques. The book can be used as a textbook for senior undergraduate or graduate students, or as reference material for researchers and engineers in related areas.
650 0 _aRobotics.
650 0 _aImage processing.
650 0 _aComputer vision.
650 1 4 _aRobotics.
650 2 4 _aImage Processing.
650 2 4 _aComputer Vision.
700 1 _aZhang, Tao.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811649387
776 0 8 _iPrinted edition:
_z9789811649400
776 0 8 _iPrinted edition:
_z9789811649417
856 4 0 _uhttps://doi.org/10.1007/978-981-16-4939-4
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178016
_d178016