Computer Vision and AI in Structural Health Monitoring and Structural Engineering: Woodhead Publishing Series in Civil and Structural Engineering
Autor Cheng Liu, Yingchao Zhang, Xuebing Xu, Yan Chenen Limba Engleză Paperback – mai 2026
- Provides in-depth coverage of how computer vision and AI technologies transform structural health monitoring (SHM)
- Focuses on the emerging vision-language models, which enable automated defect description, multimodal damage assessment, and natural language interfaces for SHM systems, making monitoring processes more intuitive and efficient for users
- Features case studies on bridge monitoring systems, building inspections, and infrastructure maintenance projects, showcasing successful implementations of advanced SHM techniques
- Explores cutting-edge technologies like 5G, edge computing, advanced sensors, and extended reality, highlighting their potential role in the future of SHM and offering readers a forward-looking perspective on the field
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Specificații
ISBN-13: 9780443450228
ISBN-10: 0443450226
Pagini: 250
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Woodhead Publishing Series in Civil and Structural Engineering
ISBN-10: 0443450226
Pagini: 250
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Woodhead Publishing Series in Civil and Structural Engineering
Cuprins
Part I: Fundamentals
1. Introduction
2. Basic Concepts
Part II: Computer Vision in SHM
3. Computer Vision Fundamentals
4. CV Applications in Construction
Part III: Vision-Language Models
5. Foundation of Vision-Language Models
6. VLM Applications
Part IV: Implementation and Evaluation
7. Evaluation Metrics
8. Data Collection and Management
Part V: Advanced Topics
9. Automation Systems
10. AI and Machine Learning
Part VI: Practical Considerations
11. Implementation Guidelines
12. Case Studies
Part VII: Future Directions
13. Emerging Technologies
14. Research Opportunities
1. Introduction
2. Basic Concepts
Part II: Computer Vision in SHM
3. Computer Vision Fundamentals
4. CV Applications in Construction
Part III: Vision-Language Models
5. Foundation of Vision-Language Models
6. VLM Applications
Part IV: Implementation and Evaluation
7. Evaluation Metrics
8. Data Collection and Management
Part V: Advanced Topics
9. Automation Systems
10. AI and Machine Learning
Part VI: Practical Considerations
11. Implementation Guidelines
12. Case Studies
Part VII: Future Directions
13. Emerging Technologies
14. Research Opportunities