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Название: Digital Image Enhancement and Reconstruction
Автор: Shyam Singh Rajput, Nafis Uddin Khan, Amit Kumar Singh
Издательство: Academic Press/Elsevier
Серия: Hybrid Computational Intelligence for Pattern Analysis and Understanding
Год: 2023
Страниц: 369
Язык: английский
Формат: pdf
Размер: 18.7 MB

Digital Image Enhancement and Reconstruction: Techniques and Applications explores different concepts and techniques used for the enhancement as well as reconstruction of low-quality images. Most real-life applications require good quality images to gain maximum performance, however, the quality of the images captured in real-world scenarios is often very unsatisfactory. Most commonly, images are noisy, blurry, hazy, tiny, and hence need to pass through image enhancement and/or reconstruction algorithms before they can be processed by image analysis applications. This book comprehensively explores application-specific enhancement and reconstruction techniques including satellite image enhancement, face hallucination, low-resolution face recognition, medical image enhancement and reconstruction, reconstruction of underwater images, text image enhancement, biometrics, etc. Deep Learning (DL) is one of the AI algorithms. The Convolutional Neural Network (CNN) has shown great potential in image recognition and has made many attempts in the field of IE of underlying vision. For example, the CNN can convert the IE problems into the regression from the degraded low-quality image to the original high-quality clear image, and the End-To-End (ETE) network training is realized through the sample pairs of low-quality image and high-quality image to learn and obtain this regression mapping.

Название: Top Java Challenges: Cracking the Coding Interview: based on real interviews
Автор: Moises Gamio
Издательство: codersite.dev
Год: 2020
Страниц: 127
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

If you want to join an ever-changing field full of discovery and potential, one where you’ll never get bored and have a chance to make an impact — then your answer may be ‘yes.’ Tech will put you right where the growth and disruption are happening. It will take hard work, but you will thrive if you are willing to adapt and learn. I am a software engineer who faced real interviews as a candidate for startups and big companies. Throughout the years, I have sourced factual questions that have been tried, tested, and commented on step by step and are now part of this book!. I hope you find them practical and useful in your career search.

Название: Java für Dummies, 8. Auflage
Автор: Barry Burd
Издательство: For Dummies
Год: 2023
Страниц: 656
Язык: немецкий
Формат: pdf, epub
Размер: 26.8 MB

Sie wollen in Java einsteigen oder Ihre Kenntnisse erweitern? »Java für Dummies« ist gleichzeitig Lehrbuch und unverzichtbares Nachschlagewerk für alle Java-Programmierer. Basiswissen zur objektorientierten Programmierung wird genauso vermittelt wie das Prinzip der Wiederverwendbarkeit von Programmbausteinen. Diese Auflage von »Java für Dummies« berücksichtigt die Neuerungen der Version Java 17.

Название: Python Course Material: A quick reference for Python Programming
Автор: Srikanth Pragada
Издательство: Srikanth Technologies
Год: 2022
Страниц: 163
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This course material provides short descriptions, syntax and examples. It covers Python langauge and important libraries comprehensively.

Название: Java: Der Grundkurs im Taschenbuchformat
Автор: Michael Kofler
Издательство: Rheinwerk
Год: 2023
Страниц: 630
Язык: немецкий
Формат: pdf, epub
Размер: 11.6 MB

Java-Grundlagen kompakt. Java ist das Fundament der modernen Softwarentwicklung und Grundlage unzähliger IT-Projekte. Michael Kofler führt Sie in die Programmiersprache ein und vermittelt alle Konzepte, die Sie für den Einstieg brauchen. Von einfachen Beispielen bis zum objektorientierten Programm finden Sie alles übersichtlich und auf den Punkt präsentiert. Aktuell zu Java LTS 17. Lernen Sie Datentypen, Klassen und andere Grundbegriffe der Reihe nach kennen. Alle Beispiele sind im Unterricht erprobt und führen von kompakten Konsolenprogrammen zu einfachen grafischen Oberflächen.

Название: Functional Programming Ideas for the Curious Kotliner
Автор: Alejandro Serrano Mena
Издательство: Leanpub
Год: 2023-01-05
Страниц: 186
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Functional programming and Kotlin make such a great couple! In this book we explore ideas from the former that will definitely change the way you look and code in Kotlin. Kotlin lies in a really interesting intersection of programming styles, with functional programming becoming increasingly popular. Functional style is by no means new, so why not take advantage of the decades of ideas, concepts, and patterns from that community? In this book we explore those ideas with a higher impact on Kotlin code, including how to model data in immutable fashion, describing dependencies using contexts and effects, or treating actions as data.

Название: Analysis and Application of Natural Language and Speech Processing
Автор: Mourad Abbas
Издательство: Springer
Год: 2023
Страниц: 217
Язык: английский
Формат: pdf (true), epub
Размер: 18.9 MB

This book presents recent advances in Natural Language Processing (NLP) and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology. The authors present results of recent experimental research that provides contributions and solutions to different issues related to speech technology and speech in industry. Technologies include Natural Language Processing, automatic speech recognition (for under-resourced dialects) and speech synthesis that are useful for applications such as intelligent virtual assistants, among others. Applications cover areas such as sentiment analysis and opinion mining, and language modelling. This book is relevant for anyone interested in the latest in language and speech technology. The increased access to powerful processors has made possible significant progress in Natural Language Processing (NLP). We find more research in NLP targeting diverse spectrum of major industries that use voice recognition, text-to-speech (TTS) solutions, speech translation, natural language understanding (NLU), and many other applications and techniques related to these areas. This book presents the latest research related to Natural Language Processing and speech technology and sheds light on the main topics for readers interested in this field.

Название: Python Tips and Tricks: A Collection of 100 Basic & Intermediate Tips & Tricks
Автор: Benjamin Bennett Alexander
Издательство: Leanpub
Год: 2022-12-20
Страниц: 122
Язык: английский
Формат: pdf (true)
Размер: 10.09 MB

100 mind-blowing Python tricks for beginners and intermediate programmers You'll discover how to browse the web, check your internet speed, open websites, merge PDF files, work with images, create CSV files, and much more. What Python is capable of doing and how to do it are the subjects of this book. This book is a collection of more than Python tips and tricks. The tips and tricks are about things you can do with Python and how you can do them. Think of this book as a guide to solving common beginner and intermediate problems in Python. You will fully benefit from this book if you try to write the code down and try to understand how the code works. Try to use the code in your own projects. By the end of it all, I hope that the tips and tricks help you level up your Python skills and knowledge.

Название: Reversing Data Structures and Algorithms in Malware
Автор: Jason Reaves
Издательство: Leanpub
Год: 2020-05-13
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Book walks through a number of real world examples for reverse engineering data structures and algorithms found in malware. Walk through a number of real world examples for reverse engineering data structures and algorithms found in malware in order to gradually introduce the reader to more advanced examples culminating in reverse engineering a C2 (Command and Control) protocol. There are many obstacles you encounter when doing malware analysis, from unpacking your first sample, mapping out your first routine or breaking into that malwares data encoding routine. One obstacle in particular I’ve seen give people problems more than others is being able to follow malware as it parses data, data that is sometimes seemingly random hex but instead used for configuration purposes that can depict how malware acts. One experience that seems to help people when reverse engineering these structures and the algorithms that process them is a past in low level development such as assembly or C programming, however this isn’t a luxury that everyone can come to malware analysis with such a background.

Название: Reinforcement Learning and Stochastic Optimization: A Unified Framework for Sequential Decisions
Автор: Warren B. Powell
Издательство: Wiley
Год: 2022
Страниц: 1133
Язык: английский
Формат: pdf (true)
Размер: 31.4 MB

Clearing the jungle of stochastic optimization. Reinforcement Learning and Stochastic Optimization is the first book to provide a balanced treatment of the different methods for modeling and solving sequential decision problems, following the style used by most books on machine learning, optimization, and simulation. The presentation is designed for readers with a course in probability and statistics, and an interest in modeling and applications. Linear programming is occasionally used for specific problem classes. The book is designed for readers who are new to the field, as well as those with some background in optimization under uncertainty. Each chapter illustrates how to model and solve a specific decision problem. These have been designed to bring out the features of different classes of policies. There are Python modules that go with most of these exercises that provide an opportunity to do computational work. These exercises will generally require that the reader use the Python module as a start, but where additional programming is required.