Phishing Detection using Content Based Image Classification explores Phishing detection using computer vision through CNN, transfer learning... Læs mere
This book focuses on providing a detailed description of the utilization of IoT with computer vision and its underlying technologies.... Læs mere
Energy efficiency is critical for running computer vision on battery-powered systems, such as mobile phones or UAVs (unmanned aerial vehicles, or drones). This book collects the methods that have won the annual IEEE Low-Power Computer Vision Challenges since 2015.
Examines a broad spectrum of the topics in visual science, relating basic studies to applications and delineating points of intersection among the... Læs mere
Describes more than 80 fundamental computer vision techniques and introduces the portable iaC++ library, which supports image algebra programming in the C++ language. This book includes a chapter on geometric manipulation and spatial transformation, and several algorithms.
Focuses on how artificial intelligence can be used to give computers the ability to imitate human sight. Topics include... Læs mere
However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic.... Læs mere
lastly, embedded real-time processing systems are introduced, including new system architectures, image processing ASIC/SoC design, embedded real-time operating systems, system implementation aspects, and system testing and evaluation technologies.
This volume starts with a wide review on image denoising, retracing and comparing various methods from the pioneer signal processing methods, to machine learning approaches with sparse and low-rank models, and recent deep learning architectures with autoencoders and variants.