Image Copy-Move Forgery Detection: New Tools and Techniques, Soni Badal, Das Pradip K.
Автор: Michal Kawulok; Emre Celebi; Bogdan Smolka Название: Advances in Face Detection and Facial Image Analysis ISBN: 3319259563 ISBN-13(EAN): 9783319259567 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Topicsof interest include face and facial landmark detection, face recognition, facialexpression and emotion analysis, facial dynamics analysis, face classification,identification, and clustering, and gaze direction and head pose estimation, aswell as applications of face analysis.
Автор: Sanders Anna Название: Image and Video Coding: Standards, Tools and Techniques ISBN: 1632408414 ISBN-13(EAN): 9781632408419 Издательство: Неизвестно Рейтинг: Цена: 161950.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Source coding refers to the process of encoding information using fewer bits compared to the original data. It can be lossy or lossless. Lossless compression is characterized by the elimination of loss of information and statistical redundancy. In lossy compression, bits are reduced by removing unnecessary information. In both these compressions, using the techniques of linear prediction, coding and pattern recognition, there is a reduction in information redundancy. Such compression of data is useful for storing and transmission of data. Some of the video coding formats are MPEG-2 Part 2, MPEG-4 Part 2, AV1, Theora, etc. Some vastly popular and commonly used image coding formats are JPEG, PNG and GIF. This book traces the progress in the field of image and video coding and highlights some of its key concepts. It includes some of the vital pieces of work being conducted across the world, on various topics related to coding standards, tools and techniques. It is a resource guide for experts as well as students.
Автор: A. Enis Cetin Название: Methods and Techniques Used in Fire Detection ISBN: 0128023996 ISBN-13(EAN): 9780128023990 Издательство: Elsevier Science Рейтинг: Цена: 61760.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This book describes the signal, image and video processing methods and techniques for fire detection and provides a thorough and practical overview of this important subject, as a number of new methods are emerging.
This book will serve as a reference for signal processing and computer vision, focusing on fire detection and methods for volume sensors. Applications covered in this book can easily be adapted to other domains, such as multi-modal object recognition in other safety and security problems, with scientific importance for fire detection, as well as video surveillance.
Coverage includes:
Camera Based Techniques
Multi-modal/Multi-sensor fire analysis
Pyro-electric Infrared Sensors for Flame Detection
Large scale fire experiments
Wildfire detection from moving aerial platforms
The basics of signal, image and video processing based fire detection
The latest fire detection methods and techniques using computer vision
Non-conventional fire detectors: Fire detection using volumetric sensors
Recent large-scale fire experiments and their results
New and emerging technologies and areas for further research
Автор: N. N. R. Ranga Suri; Narasimha Murty M; G. Athitha Название: Outlier Detection: Techniques and Applications ISBN: 3030051250 ISBN-13(EAN): 9783030051259 Издательство: Springer Рейтинг: Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks. It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges.
Автор: Srinivasa K. G., Siddesh G. M., Manisekhar S. R. Название: Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications ISBN: 9811524440 ISBN-13(EAN): 9789811524448 Издательство: Springer Рейтинг: Цена: 167700.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book discusses topics related to bioinformatics, statistics, and machine learning, presenting the latest research in various areas of bioinformatics.
New Approaches in Intelligent Image Analysis- Techniques, Methodologies and Applications.- New Approaches for Hierarchical Image Decomposition, based on IDP, SVD, PCA and KPCA.- Intelligent Digital Signal Processing and Feature Extraction Methods.- Multi-Dimensional Data Clustering and Visualization via Echo State Networks.- Unsupervised Clustering of Natural Images in Automatic Image Annotation Systems.- An Evolutionary Optimization Control System for Remote Sensing Image Processing.- Tissue Segmentation Methods using 2D Histogram Modification in a Sequence of MR Brain Images.- Multistage Approach for Simple Kidney Cysts Segmentation in CT Images.- Audio Visual Attention Models in Mobile Robots Navigation.- Local Adaptive Image Processing.- Learning Techniques for Intelligent Access Control.- Experimental Evaluation of Opportunity to Improve the Resolution of the Acoustic Maps.
Автор: Samei Ehsan Название: Handbook of Medical Image Perception and Techniques ISBN: 1107194881 ISBN-13(EAN): 9781107194885 Издательство: Cambridge Academ Рейтинг: Цена: 155230.00 T Наличие на складе: Поставка под заказ. Описание: A state-of-the-art review of key topics in medical image perception science and practice, including techniques and examples across clinical disciplines. Written by key figures in the field, this edition contains extensive updates and substantial new content, providing a comprehensive resource for experienced researchers, clinicians and newcomers.
Автор: Mather Bob Название: Machine Learning in Python: Hands on Machine Learning with Python Tools, Concepts and Techniques ISBN: 1922300950 ISBN-13(EAN): 9781922300959 Издательство: Неизвестно Рейтинг: Цена: 40450.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The ability to crunch data effectively can propel your career or business to great heights. Machine Learning is the most effective data analysis tool. While it is a complex topic, it can be broken down into simpler steps, as show in this book. We are using Python, which is a great programming language for beginners.
Learn to effectively manage data and execute data science projects from start to finish using Python
Key Features:
Understand and utilize data science tools in Python, such as specialized machine learning algorithms and statistical modeling
Build a strong data science foundation with the best data science tools available in Python
Add value to yourself, your organization, and society by extracting actionable insights from raw data
Book Description:
Practical Data Science with Python teaches you core data science concepts, with real-world and realistic examples, and strengthens your grip on the basic as well as advanced principles of data preparation and storage, statistics, probability theory, machine learning, and Python programming, helping you build a solid foundation to gain proficiency in data science.
The book starts with an overview of basic Python skills and then introduces foundational data science techniques, followed by a thorough explanation of the Python code needed to execute the techniques. You'll understand the code by working through the examples. The code has been broken down into small chunks (a few lines or a function at a time) to enable thorough discussion.
As you progress, you will learn how to perform data analysis while exploring the functionalities of key data science Python packages including pandas, SciPy, and scikit-learn. Finally, the book covers ethics and privacy concerns in data science and suggests resources for improving data science skills, as well as ways to stay up to date on new data science developments.
By the end of the book, you should be able to comfortably use Python for basic data science projects and should have skills to execute the data science process on any data source.
What You Will Learn:
Use Python data science packages effectively
Clean and prepare data for data science work, including feature engineering and feature selection
Data modelling, including classic statistical models (e.g., t-tests), and essential machine learning (ML) algorithms, such as random forests and boosted models
Evaluate model performance
Compare and understand different ML methods
Interact with Excel spreadsheets through Python
Create automated data science reports through Python
Get to grips with text analytics techniques
Who this book is for:
The book is intended for beginners, including students starting or about to start a data science, analytics, or related program (e.g. Bachelor's, Master's, bootcamp, online courses), recent college graduates who want to learn new skills to set them apart in the job market, professionals who want to learn hands-on data science techniques in Python, and those who want to shift their career to data science.
The book requires basic familiarity with Python. A "getting started with Python" section has been included to get complete novices up to speed.
Автор: Jorge Luis Garc?a-Alcaraz; Cuauht?moc S?nchez-Ram? Название: Techniques, Tools and Methodologies Applied to Global Supply Chain Ecosystems ISBN: 3030264874 ISBN-13(EAN): 9783030264871 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents the latest developments concerning techniques, tools, and methodologies in supply chain ecosystems. The book is chiefly intended to meet the needs of two sectors: firstly, the academic sector, so as to familiarize students, professors, and researchers with the tools that are now being used to optimize supply chains;
Автор: Jyotismita Chaki, Nilanjan Dey Название: A Beginner`s Guide to Image Shape Feature Extraction Techniques ISBN: 0367254395 ISBN-13(EAN): 9780367254391 Издательство: Taylor&Francis Рейтинг: Цена: 93910.00 T Наличие на складе: Невозможна поставка. Описание: This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in content-based image retrieval (CBIR), it explains different applications of image shape features in the field of content-based image retrieval.
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