C++ Computer Vision Processing: Utilizing OpenCV for Object Detection and Image Analysis

$13.99
by Grilo West

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Unlock the power of computer vision with C++ and OpenCV, and transform how machines "see" the world! In C++ Computer Vision Processing: Utilizing OpenCV for Object Detection and Image Analysis , author Grilo West delivers a comprehensive, hands-on guide to mastering one of the most exciting fields in technology. Whether you're a software developer, engineer, or aspiring AI professional, this book equips you with the skills to build high-performance applications that detect objects, analyze images, and process videos in real time—using the robust combination of C++'s speed and OpenCV's versatile library. Dive into the evolution of computer vision, from its early roots to cutting-edge deep learning techniques, and explore practical applications across industries like autonomous vehicles, healthcare, security, and more. You'll learn why C++ is the go-to language for performance-critical vision tasks, offering unparalleled control over resources and seamless integration with hardware acceleration. Key features include: Step-by-step setup : Install OpenCV on Windows, macOS, or Linux, configure IDEs, and write your first program. - Core fundamentals : Master image processing, color spaces, filtering, and morphological operations. - Advanced techniques : Tackle feature detection (SIFT, SURF, ORB), object detection with Haar cascades, YOLO, and custom ML models, plus segmentation and optical flow. - Real-world projects : Build a document scanner, real-time face detector, custom object tracker, and even a smart camera app. - Optimization and beyond : Boost performance with CUDA, explore case studies like tumor detection and lane tracking, and glimpse future trends in 3D vision, AR/VR, and cloud deployment. - Valuable resources : Appendices with OpenCV API references, debugging tips, datasets, glossary, and an index for quick reference. Packed with code examples, best practices, and ethical insights, this first-edition guide (2025) bridges theory and practice, empowering you to create innovative solutions that push the boundaries of AI. Whether you're prototyping a surveillance system or optimizing for embedded devices, this book will accelerate your journey from novice to expert.

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