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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Details

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).
Item Number
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
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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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