Autonomous driving perception : fundamentals and applications / Rui Fan, Sicen Guo, Mohammud Junaid Bocus, editors.
Fan, Rui, editor.; Guo, Sicen, editor.; Bocus, Mohammud Junaid, editor.
2023
TL152.8
Available Online

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Title Autonomous driving perception : fundamentals and applications / Rui Fan, Sicen Guo, Mohammud Junaid Bocus, editors.
ISBN 9789819942879 (electronic bk.)
981994287X (electronic bk.)
9789819942862
9819942861
DOI https://doi.org/10.1007/978-981-99-4287-9
Published Singapore : Springer, [2023]
Copyright ©2023
Language English
Description 1 online resource (x, 387 pages) : illustrations (chiefly color).
Other Standard Identifiers 10.1007/978-981-99-4287-9 doi
Call Number TL152.8
Dewey Decimal Classification 629.04/60285637
Summary Discover 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.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed October 10, 2023).
Added Author Fan, Rui, editor.
Guo, Sicen, editor.
Bocus, Mohammud Junaid, editor.
Series Advances in computer vision and pattern recognition.
Available in Other Form Print version: 9789819942862
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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Chapter 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
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