Computer Vision category: 643 books
Document Image Analysis
Current Trends and Challenges in Graphics Recognition
Language: English
Release Date: September 18, 2018
The book focuses on one of the key issues in document image processing – graphical symbol recognition, which is a sub-field of the larger research domain of pattern recognition. It covers several approaches: statistical, structural and syntactic, and discusses their merits and demerits considering...
by
Language: English
Release Date: July 22, 2016
Language: English
Release Date: July 22, 2016
Patterns can be any number of items that occur repeatedly, whether in the behaviour of animals, humans, traffic, or even in the appearance of a design. As technologies continue to advance, recognizing, mimicking, and responding to all types of patterns becomes more precise. Pattern Recognition and Classification...
by Hassan Ugail, Ahmad Ali Asad Aldahoud
Language: English
Release Date: April 17, 2019
Language: English
Release Date: April 17, 2019
In this book, the authors discuss the recent developments in computational techniques for automated non-invasive facial emotion detection and analysis with particular focus on the smile. By way of applications, they discuss how genuine and non-genuine smiles can be inferred, how gender is encoded...
Machine Learning Projects for Mobile Applications
Build Android and iOS applications using TensorFlow Lite and Core ML
Language: English
Release Date: October 31, 2018
Bring magic to your mobile apps using TensorFlow Lite and Core ML
Key Features
Explore machine learning using classification, analytics, and detection tasks.
Work with image, text and video datasets to delve into real-world tasks
Build apps for Android and iOS using Caffe, Core ML and Tensorflow...
Virtual und Augmented Reality (VR / AR)
Grundlagen und Methoden der Virtuellen und Augmentierten Realität
Language: German
Release Date: January 20, 2014
Das Lehrbuch vermittelt die theoretischen und praktischen Grundlagen, die benötigt werden, um Virtual- und Augmented-Reality-Systeme (VR/AR) eigenständig zu realisieren oder zu erweitern. Es dient Studierenden als anschauliche Begleitlektüre zu Lehrveranstaltungen, die VR/AR thematisieren, u. a....
by Anthony Mihirana De Silva, Philip H. W. Leong
Language: English
Release Date: February 14, 2015
Language: English
Release Date: February 14, 2015
This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. Application of machine learning techniques to predict time-series continues to attract considerable attention due to the difficulty of the prediction problems compounded...
Design Patterns: Elements of Reusable Object-Oriented Software
Elements of Reusable Object-Oriented Software
Language: English
Release Date: October 31, 1994
Capturing a wealth of experience about the design of object-oriented software, four top-notch designers present a catalog of simple and succinct solutions to commonly occurring design problems. Previously undocumented, these 23 patterns allow designers to create more flexible, elegant, and ultimately...
Hands-On Machine Learning with Scikit-Learn and TensorFlow
Concepts, Tools, and Techniques to Build Intelligent Systems
Language: English
Release Date: March 13, 2017
Graphics in this book are printed in black and white.
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable...
Heart of the Machine
Our Future in a World of Artificial Emotional Intelligence
Language: English
Release Date: March 7, 2017
“A fascinating, and sometimes disturbing” examination of our relationship with artificial intelligence in the tradition of Ray Kurzweil and Michio Kaku (Martin Ford, New York Times–bestselling author of Rise of the Robots).
Imagine a robotic stuffed animal that can respond to a child’s...
by Sumio Watanabe
Language: English
Release Date: August 13, 2009
Language: English
Release Date: August 13, 2009
Sure to be influential, this book lays the foundations for the use of algebraic geometry in statistical learning theory. Many widely used statistical models and learning machines applied to information science have a parameter space that is singular: mixture models, neural networks, HMMs, Bayesian...
Advances in Neural Networks – ISNN 2016
13th International Symposium on Neural Networks, ISNN 2016, St. Petersburg, Russia, July 6-8, 2016, Proceedings
Language: English
Release Date: July 1, 2016
This book constitutes the refereed proceedings of the 13th International Symposium on Neural Networks, ISNN 2016, held in St. Petersburg, Russia in July 2016. The 84 revised full papers presented in this volume were carefully reviewed and selected from 104 submissions. The papers cover many topics...
Structural Pattern Recognition with Graph Edit Distance
Approximation Algorithms and Applications
Language: English
Release Date: January 9, 2016
This unique text/reference presents a thorough introduction to the field of structural pattern recognition, with a particular focus on graph edit distance (GED). The book also provides a detailed review of a diverse selection of novel methods related to GED, and concludes by suggesting possible avenues...
by Sebastián Ventura, José María Luna
Language: English
Release Date: June 13, 2016
Language: English
Release Date: June 13, 2016
This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and the usefulness of patterns in the knowledge discovery process. As it is described within the book, the...
by
Language: English
Release Date: October 20, 2016
Language: English
Release Date: October 20, 2016
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to...