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Deep Learning for Crack-Like Object Detection
Engelsk
Bogcover for Deep Learning for Crack-Like Object Detection af Heng-Da Cheng, Kaige Zhang, 9781032181189
Specifikationer
Sprog:
Engelsk
Sider:
100
ISBN-13:
9781032181189
Indbinding:
Hardback
ISBN-10:
1032181184
Udg. Dato:
20 mar 2023
Størrelse i cm:
22,3 x 14,4 x 1,2
Oplagsdato:
20 mar 2023
Forfatter(e):

Deep Learning for Crack-Like Object Detection

Engelsk
Hardback 2023
Format:

Bog beskrivelse

Computer vision-based crack-like object detection has many useful applications, such as inspecting/monitoring pavement surface, underground pipeline, bridge cracks, railway tracks etc. However, in most contexts, cracks appear as thin, irregular long-narrow objects, and often are buried in complex, textured background with high diversity which make the crack detection very challenging. During the past a few years, deep learning technique has achieved great success and has been utilized for solving a variety of object detection problems.

This book discusses crack-like object detection problem comprehensively. It starts by discussing traditional image processing approaches for solving this problem, and then introduces deep learning-based methods. It provides a detailed review of object detection problems and focuses on the most challenging problem, crack-like object detection, to dig deep into the deep learning method. It includes examples of real-world problems, which are easy to understand and could be a good tutorial for introducing computer vision and machine learning.

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Specifikationer
Sprog:
Engelsk
Sider:
100
ISBN-13:
9781032181189
Indbinding:
Hardback
ISBN-10:
1032181184
Udg. Dato:
20 mar 2023
Størrelse i cm:
22,3 x 14,4 x 1,2
Oplagsdato:
20 mar 2023
Forfatter(e):
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