Image Processing and Computer Vision Masterclass with Python (notice n° 1556199)
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| fixed length control field | 03696cam a2200277zu 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FRCYB88971663 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251020124041.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251020s2025 fr | o|||||0|0|||eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789365890037 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | FRCYB88971663 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | FR-PaCSA |
| Language of cataloging | en |
| Transcribing agency | |
| Description conventions | rda |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Dey, Sandipan |
| 245 01 - TITLE STATEMENT | |
| Title | Image Processing and Computer Vision Masterclass with Python |
| Remainder of title | Learn advanced image processing techniques, computer vision fundamentals, and applications (English Edition) |
| Statement of responsibility, etc. | ['Dey, Sandipan'] |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Name of producer, publisher, distributor, manufacturer | BPB Publications |
| Date of production, publication, distribution, manufacture, or copyright notice | 2025 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | p. |
| 336 ## - CONTENT TYPE | |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type code | c |
| Source | rdamdedia |
| 338 ## - CARRIER TYPE | |
| Carrier type code | c |
| Source | rdacarrier |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Description Image processing and computer vision technologies, combined with the rapid advancements in generative AI, have become foundational to many modern applications. As visual data continues to grow exponentially, the ability to analyze, interpret, and generate images using advanced algorithms and AI is more critical than ever for driving innovation across industries. This book provides a thorough exploration of advanced techniques and practical implementations in the field of computer vision. This book offers a problem-oriented approach that bridges traditional image processing with modern machine learning and generative AI methods. This new edition significantly expands into specialized domains with medical imaging applications using professional libraries like pydicom, ITK, and nnUNet for clinical diagnosis, including COVID-19 detection and brain tumor segmentation, plus remote sensing analysis with satellite processing. By the end of this book, readers will have developed strong practical skills in both classical and cutting-edge image processing and computer vision techniques, empowered to confidently design, implement, and adapt solutions across a wide range of real-world applications. They will emerge with a deep understanding of theory, hands-on coding experience, and the ability to leverage AI and generative models to push the boundaries of visual computing. What you will learn ? Restore and enhance images using classical and deep learning methods. ? Segment images with advanced clustering and neural network techniques. ? Extract and match features for image alignment and recognition. ? Build and train image classifiers with ML and AI. ? Learn advanced restoration and inpainting techniques using cutting-edge deep learning models. ? Explore specialized domain expertise in medical imaging applications using professional libraries. Who this book is for This book is ideal for undergraduate and graduate students, researchers, and professionals in computer vision, image processing, and AI. It also serves computer vision engineers, image analysts, data scientists, software engineers, and industry practitioners seeking practical, hands-on expertise using Python. Table of Contents 1. Image Restoration and Inverse Problems in Image Processing 2. More Image Restoration and Image Inpainting 3. Image Segmentation 4. More Image Segmentation 5. Image Feature Extraction and Its Applications: Image Registration 6. Applications of Image Feature Extraction 7. Image Classification 8. Object Detection and Recognition 9. Application of Image Processing and Computer Vision in Medical Imaging 10. Application of Image Processing and Computer Vision in Medical Imaging and Remote Sensing 11. Miscellaneous Problems in Image Processing and Computer Vision |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dey, Sandipan |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Access method | Cyberlibris |
| Uniform Resource Identifier | <a href="https://international.scholarvox.com/netsen/book/88971663">https://international.scholarvox.com/netsen/book/88971663</a> |
| Electronic format type | text/html |
| Host name | |
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