000 02702nam a22003135i 4500
008 231006s2023 si | s |||| 0|eng d
020 _a9789819942879
_9978-981-99-4287-9
041 _aeng
082 0 4 _a629,892
_223
245 1 0 _aAutonomous Driving Perception
_h[electronic resource] :
_bFundamentals and Applications /
_cedited by Rui Fan, Sicen Guo, Mohammud Junaid Bocus.
250 _a1st ed. 2023.
260 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2023.
300 _aX, 387 p. 173 illus., 161 illus. in color.
_bonline resource.
490 1 _aAdvances in Computer Vision and Pattern Recognition,
_x2191-6594
505 0 _aChapter 1: Key Ingredients of Self-Driving Cars -- Chapter 2: Advanced Sensors for Next-Generation Autonomous Vehicles -- Chapter 3: Recent Advances in Multi-Camera and Camera-LIDAR Calibration -- Chapter 4: Deep Optical Flow for Autonomous Driving: A Review -- Chapter 5: Computer Stereo Vision for Autonomous Driving Perpection: From Explicit Programming to Deep Learning -- Chapter 6: Deep Monocular Depth Estimation for Autonomous Driving -- .
520 _aDiscover the captivating world of computer vision and deep learning for autonomous driving with our comprehensive and in-depth guide. Immerse yourself in an in-depth exploration of cutting-edge topics, carefully crafted to engage tertiary students and ignite the curiosity of researchers and professionals in the field. From fundamental principles to practical applications, this comprehensive guide offers a gentle introduction, expert evaluations of state-of-the-art methods, and inspiring research directions. With a broad range of topics covered, it is also an invaluable resource for university programs offering computer vision and deep learning courses. This book provides clear and simplified algorithm descriptions, making it easy for beginners to understand the complex concepts. We also include carefully selected problems and examples to help reinforce your learning. Don't miss out on this essential guide to computer vision and deep learning for autonomous driving.
650 0 _aRobotics.
650 0 _aMachine learning.
650 0 _aComputer vision.
650 1 4 _aRobotics.
650 2 4 _aMachine Learning.
650 2 4 _aComputer Vision.
700 1 _aFan, Rui.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_91522387
700 1 _aGuo, Sicen.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_91522388
700 1 _aBocus, Mohammud Junaid.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_91522389
856 4 0 _uhttps://doi.org/10.1007/978-981-99-4287-9
_3Click Here
887 _aAkhil Chandra Saren
942 _cEBK
999 _c1611367
_d1611363