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Markov Random Fields for Vision and Image Processing (MIT Press)

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This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF both as a tool for modeling image data and, utilizing recently developed algorithms, as a means of making inferences about images. These inferences concern underlying image and scene structure as well as solutions to such problems as image reconstruction, image segmentation, 3D vision, and object labeling. It offers key findings and state-of-the-art research on both algorithms and applications. After an introduction to the fundamental concepts used in MRFs, the book reviews some of the main algorithms for performing inference with MRFs; presents successful applications of MRFs, including segmentation, super-resolution, and image restoration, along with a comparison of various optimization methods; discusses advanced algorithmic topics; addresses limitations of the strong locality assumptions in the MRFs discussed in earlier chapters; and showcases applications that use MRFs in more complex ways, as components in bigger systems or with multiterm energy functions. The book will be an essential guide to current research on these powerful mathematical tools.

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The Laughing Guide to a Better Life: Using Humor and Science to Improve Yourself, Your Relationships, and Your Surroundings
The Laughing Guide to a Better Life: Using Humor and Science to Improve Yourself, Your Relationships, and Your Surroundings
The motto of this book is smarter through laughter. If you can laugh about it, you can probably change it. The authors use a heavy dose of humor (the laughing side), and a healthy measure of science (the learning side) to help you improve yourself, your relationships, and your surroundings. The book introduces the “I CAN...
The Food Chemistry Laboratory: A Manual for Experimental Foods, Dietetics, and Food Scientists, Second Edition
The Food Chemistry Laboratory: A Manual for Experimental Foods, Dietetics, and Food Scientists, Second Edition
A popular book in its first edition, The Food Chemistry Laboratory: A Manual for Experimental Foods, Dietetics, and Food Scientists, Second Edition continues to provide students with practical knowledge of the fundamentals of designing, executing, and reporting the results of a research project. Presenting experiments that can be completed, in many...
Handbook of Video Databases: Design and Applications
Handbook of Video Databases: Design and Applications

This handbook presents a thorough overview in 45 chapters from more than 100 renowned experts in the field. It provides the tools to help overcome the problems of video storage, cataloging, and retrieval, by exploring content standardization and other content classification and analysis methods. The challenge of these complex problems make...


The Fundamentals of Graphic Design
The Fundamentals of Graphic Design
A thoughtful exploration of the role of graphic design today, The Fundamentals of Graphic Design offers a unique overview of a challenging and dynamic profession. From new media to marketing, from package design and print design to typography, opportunities in graphic design are everywhere. This book discusses both the familiar aspects...
Coronary Artery CTA: A Case-Based Atlas
Coronary Artery CTA: A Case-Based Atlas

This new case-based book fills a gap in the literature by guiding the reader through the challenging clinical problems encountered in daily practice. Each case presents the clinician with a complete patient work-up that includes clinical history, radiological and clinical findings, treatment summary and suggested readings. Ideal for radiology...

Blender Quick Start Guide: 3D Modeling, Animation, and Render with Eevee in Blender 2.8
Blender Quick Start Guide: 3D Modeling, Animation, and Render with Eevee in Blender 2.8

Explore the new Blender 2.8 user interface and get up to speed with creating 3D models

Key Features

  • Discover Blender 2.8’s new user interface and tools
  • Create materials, apply textures and render scenes
  • Use the new cutting-edge real-time render Eevee...
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