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020 _a9789811649387
040 _cIIT Kanpur
041 _aeng
082 _a621.384
_bG159i
100 _aGao, Xiang
245 _aIntroduction to visual SLAM
_bfrom theory to practice
_cXiang Gao and Tao Zhang
260 _bSpringer
_c2021
_aSingapore
300 _axxii, 376p
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 _aSensor networks
650 _aWireless localization
650 _aComputer vision
700 _aZhang, Tao
942 _cBK
999 _c565708
_d565708