Pattern recognition Books

Das Arbeitsgebiet der Mustererkennung ist dargestellt in den Manuskripten zweier eingeladener Vortr{ge, siebenundvierzig Beitr{gen zum Vortragsprogramm und drei~ig zur Plakatausstellung. Es ist gegliedert in...

The era of data sovereignty has arrived and the world is transforming into a data-driven society. This book begins its discussion with ownership of data from a big data and personal data perspective. Innovative services that combine technologies such as...

Embark on an enlightening journey into the cutting-edge realm of robotics with "The Rise of Humanoid Robots," a definitive guide that unravels the intricacies of the latest advancements in robotic technology. This comprehensive book serves as your...

Data miner's survival kit for explainable, effective, and efficient algorithms enabling responsible decision-makingDESCRIPTION "Modern Data Mining with Python" is a guidebook for responsibly implementing data mining techniques that involve...

The book aims to encourage multiple perspective reading attitudes, which are meant to trigger and inspire new ways of viewing and engineering information. An innovative linguistic theory as well as a new model for text generation and text understanding...

In recent decades, there has been an increasing interest in using machine learning and, in the last few years, deep learning methods combined with other vision and image processing techniques to create systems that solve vision problems in different...

As technology spreads globally, researchers and scientists continue to develop and study the strategy behind creating artificial life. This research field is ever expanding, and it is essential to stay current in the contemporary trends in artificial...

Computational visual perception seeks to reproduce human vision through the combination of visual sensors, artificial intelligence, and computing. To this end, computer vision tasks are often reformulated as mathematical inference problems where the...

Overview and Introduction.- Part I: Preliminaries.- Linear Spectral Mixture Analysis.- Finding Endmembers in Hyperspectral Imagery.- Linear Spectral Unmixing with Three Criteria, Least Squares Error, Simplex Volume and Orthogonal Projection.-...

In an era dominated by the convergence of technology and human perception, the field of Image Processing and Machine Vision stands at the forefront of innovation. This book is a comprehensive exploration of this captivating domain, offering a blend of...

Two significant areas of study that are continually impacting various dimensions in computer science are computer vision and imaging. These technologies are rapidly enhancing how information and data is being exchanged and opening numerous avenues of...

Are you ready to harness the transformative power of AI in finance?AI Mastery for Finance Professionals is the definitive guide for navigating the AI revolution that is reshaping the financial landscape. This book demystifies complex concepts and equips...

<p>We are pleased to introduce you to the Technical Program for the eighth ACM International Conference on Multimedia Retrieval, ACM ICMR 2018, which will take place from June 11 to June 14, 2018 in Yokohama, Japan.</p> <p>ACM ICMR is...

Focusing on how visual information is represented, stored and extracted in the human brain, this book uses cognitive neural modeling in order to show how visual information is represented and memorized in the brain.

The artificial intelligence subset machine learning has become a popular technique in professional fields as many are finding new ways to apply this trending technology into their everyday practices. Two fields that have majorly benefited from this are...

The implementation of data and information analysis has become a trending solution within multiple professions. New tools and approaches are continually being developed within data analysis to further solve the challenges that come with professional...

Deep learning has become a trending area of research due to its adaptive characteristics and high levels of applicability. In recent years, researchers have begun applying deep learning strategies to image analysis and pattern recognition for solving...

This book introduces the theories and methods of Nature-Inspired Robotics in artificial intelligence. Software and hardware technologies, alongside theories and methods, illustrate the application of bio-inspired artificial intelligence.

This book focuses on the theory, development, novel techniques, and smart solutions in data analytics for intelligent systems that capture behaviours in complex environments. It focuses on the various advanced techniques in data analytics that can be...

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...

Get well versed with state-of-the-art techniques to tailor training processes and boost the performance of computer vision models using machine learning and deep learning techniquesKey Features:Develop, train, and use deep learning algorithms for...

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guideKey Features:Learn how to implement advanced techniques in deep learning with Google's brainchild,...

Mobile robots operating in real-world, outdoor scenarios depend on dynamic scene understanding for detecting and avoiding obstacles, recognizing landmarks, acquiring models, and for detecting and tracking moving objects...

A major new professional reference work on fingerprint security systems and technology from leading international researchers in the field. Handbook provides authoritative and comprehensive coverage of all major topics, concepts, and methods for...

Why are We Writing This Book? Visual data (graphical, image, video, and visualized data) affect every aspect of modern society. The cheap collection, storage, and transmission of vast amounts of visual data have revolutionized...

A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems,...

Part I: Discrete or Continuous Shortest PathsEuclidean Shortest PathsDeltas and EpsilonsRubberband AlgorithmsPart II: Paths in the PlaneConvex Hulls in the PlanePartitioning a Polygon or the PlaneApproximate ESP AlgorithmsPart III: Paths in...

Medical imaging is an important topic and plays a key role in robust diagnosis and patient care. It has experienced an explosive growth over the last few years due to imaging modalities such as X-rays, computed tomography (CT),...

3D Face Processing: Modeling, Analysis and Synthesis introduces the frontiers of 3D face processing techniques. It reviews existing 3D face processing techniques, including techniques for 3D face geometry modeling; 3D face...

Range Sensor.- Shape Rectification of 3D Data Obtained by a Moving Range Sensor by using Image Sequences.- The Climbing Sensor: 3D Modeling of Narrow Areas by Using Space- Time Analysis.- Inverse Polarization Raytracing: Estimating Surface Shapes of...

Theoretical Computer Science.- Molecular Biology.- Word Design for DNA Computing.- Non-Autonomous DNA Models.- Autonomous DNA Models.- Cellular DNA Computing.

Preface.- Acknowledgements.- Multimedia Systems.- Overview of MPEG-2 Systems.- Video Codec Internal and Data Flow.- Independent Slice Decoder.- Syntax Hierarchies and Encapsulation.- VC-1 Syntax Hierarchy in Bitstreams.- VC-1 Encapsulation in MPEG-2...

Dive headfirst into the electrifying universe of AI with "Prompt Design Patterns" - the ultimate blueprint for sculpting unparalleled human-AI dialogues. Tailored with precision for pros, novices, and everyone with a spark of AI curiosity, this tome...

If you've picked up this book, you might be curious about the intended audience. To put it succinctly, this book is a guide for anyone and everyone interested in leveraging the transformative potential of ChatGPT, including its underlying formulas,...

Welcome to "ChatGPT Money Machine: Making AI Work for You." In this book, we explore the vast potential of ChatGPT, a transformative AI language model. ChatGPT has the power to revolutionize the way we interact with machines, making it a valuable asset...

In den letzten Jahren hat sich der Workshop "Bildverarbeitung für die Medizin" durch erfolgreiche Veranstaltungen etabliert. In übersichtlicher Form wird das breite Spektrum universitärer und industrieller Anwendung und...

Computer vision systems require large amounts of manually annotated data to properly learn challenging visual concepts. Crowdsourcing platforms offer an inexpensive method to capture human knowledge and understanding, for a vast number of visual...

The problem of scale pervades both the natural sciences and the vi­ sual arts. The earliest scientific discussions concentrate on visual per­ ception (much like today!) and occur in Euclid's (c. 300 B. C. ) Optics and ...