Learning Based Local Visual Representation and Indexing

Learning-Based Local Visual Representation and Indexing, reviews the state-of-the-art in visual content representation and indexing, introduces cutting-edge techniques in learning based visual representation, and discusses emerging topics in visual local representation, and introduces the most recent advances in content-based visual search techniques. Discusses state-of-the-art procedures in learning-based local visual representation. Shows how to master the basic techniques needed for building a large-scale visual search engine and indexing system Provides insight into how machine learning techniques can be leveraged to refine the visual recognition system, especially in the part of visual feature representation.

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  • Author : Rongrong Ji
  • Publisher : Morgan Kaufmann
  • Pages : 128 pages
  • ISBN : 0128026200
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKLearning Based Local Visual Representation and Indexing

Learning-Based Local Visual Representation and Indexing

Learning-Based Local Visual Representation and Indexing
  • Author : Rongrong Ji,Yue Gao,Ling-Yu Duan,Hongxun Yao,Qionghai Dai
  • Publisher : Morgan Kaufmann
  • Release : 08 April 2015
GET THIS BOOKLearning-Based Local Visual Representation and Indexing

Learning-Based Local Visual Representation and Indexing, reviews the state-of-the-art in visual content representation and indexing, introduces cutting-edge techniques in learning based visual representation, and discusses emerging topics in visual local representation, and introduces the most recent advances in content-based visual search techniques. Discusses state-of-the-art procedures in learning-based local visual representation. Shows how to master the basic techniques needed for building a large-scale visual search engine and indexing system Provides insight into how machine learning techniques can be leveraged to refine

Encyclopedia of Multimedia

Encyclopedia of Multimedia
  • Author : Borko Furht
  • Publisher : Springer Science & Business Media
  • Release : 26 November 2008
GET THIS BOOKEncyclopedia of Multimedia

This second edition provides easy access to important concepts, issues and technology trends in the field of multimedia technologies, systems, techniques, and applications. Over 1,100 heavily-illustrated pages — including 80 new entries — present concise overviews of all aspects of software, systems, web tools and hardware that enable video, audio and developing media to be shared and delivered electronically.

ICCCE 2019

ICCCE 2019
  • Author : Amit Kumar,Stefan Mozar
  • Publisher : Springer
  • Release : 02 August 2019
GET THIS BOOKICCCE 2019

This book is a collection research papers and articles from the 2nd International Conference on Communications and Cyber-Physical Engineering (ICCCE – 2019), held in Pune, India in Feb 2019. Discussing the latest developments in voice and data communication engineering, cyber-physical systems, network science, communication software, image- and multimedia processing research and applications, as well as communication technologies and other related technologies, it includes contributions from both academia and industry.

Visual Information Representation, Communication, and Image Processing

Visual Information Representation, Communication, and Image Processing
  • Author : Ya-Qin Zhang
  • Publisher : CRC Press
  • Release : 25 May 1999
GET THIS BOOKVisual Information Representation, Communication, and Image Processing

Discusses recent advances in the related technologies of multimedia computers, videophones, video-over-Internet, HDTV, digital satellite TV and interactive computer games. The text analyzes ways of achieving more effective navigation techniques, data management functions, and higher throughout networking. It synthesizes data on visual information venues, tracking the enormous commercial potential for new components and compatible systems.

Applied Cloud Deep Semantic Recognition

Applied Cloud Deep Semantic Recognition
  • Author : Mehdi Roopaei,Peyman Najafirad (Paul Rad)
  • Publisher : CRC Press
  • Release : 09 April 2018
GET THIS BOOKApplied Cloud Deep Semantic Recognition

This book provides a comprehensive overview of the research on anomaly detection with respect to context and situational awareness that aim to get a better understanding of how context information influences anomaly detection. In each chapter, it identifies advanced anomaly detection and key assumptions, which are used by the model to differentiate between normal and anomalous behavior. When applying a given model to a particular application, the assumptions can be used as guidelines to assess the effectiveness of the model

Medical Content-Based Retrieval for Clinical Decision Support

Medical Content-Based Retrieval for Clinical Decision Support
  • Author : Henning Mueller,Hayit Greenspan,Tanveer Syeda-Mahmood
  • Publisher : Springer Science & Business Media
  • Release : 01 March 2012
GET THIS BOOKMedical Content-Based Retrieval for Clinical Decision Support

This book constitutes the refereed proceedings of the Second MICCAI Workshop on Medical Content-Based Retrieval for Clinical Decision Support, MCBR-CBS 2011, held in Toronto, Canada, in September 2011. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 17 submissions. The papers are divided on several topics on medical image retrieval with textual approaches, visual word based approaches, applications and multidimensional retrieval.

Machine Learning Techniques for Multimedia

Machine Learning Techniques for Multimedia
  • Author : Matthieu Cord,Pádraig Cunningham
  • Publisher : Springer Science & Business Media
  • Release : 07 February 2008
GET THIS BOOKMachine Learning Techniques for Multimedia

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Arising from the EU MUSCLE network, this multidisciplinary book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain.

Deep Learning

Deep Learning
  • Author : Ian Goodfellow,Yoshua Bengio,Aaron Courville
  • Publisher : MIT Press
  • Release : 10 November 2016
GET THIS BOOKDeep Learning

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts.

Eye, Brain, and Vision

Eye, Brain, and Vision
  • Author : David H. Hubel
  • Publisher : W. H. Freeman
  • Release : 15 May 1995
GET THIS BOOKEye, Brain, and Vision

For over thirty years, Nobel Prize winner David H. Hubel has been at the forefront of research on questions of vision. In Eye, Brain, and Vision, he brings you to the edge of current knowledge about vision, and explores the tasks scientists face in deciphering the many remaining mysteries of vision and the workings of the human brain.

Visual Object Recognition

Visual Object Recognition
  • Author : Kristen Grauman,Bastian Leibe
  • Publisher : Morgan & Claypool Publishers
  • Release : 12 April 2021
GET THIS BOOKVisual Object Recognition

The visual recognition problem is central to computer vision research. From robotics to information retrieval, many desired applications demand the ability to identify and localize categories, places, and objects. This tutorial overviews computer vision algorithms for visual object recognition and image classification. We introduce primary representations and learning approaches, with an emphasis on recent advances in the field. The target audience consists of researchers or students working in AI, robotics, or vision who would like to understand what methods and

Deep Learning with PyTorch

Deep Learning with PyTorch
  • Author : Eli Stevens,Luca Antiga,Thomas Viehmann
  • Publisher : Manning Publications
  • Release : 04 August 2020
GET THIS BOOKDeep Learning with PyTorch

Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you—and your deep learning skills—become more sophisticated. Deep Learning with PyTorch will make that journey engaging and fun. Summary Every other day we hear about new

Deep Learning with Python

Deep Learning with Python
  • Author : Francois Chollet
  • Publisher : Manning Publications
  • Release : 28 October 2017
GET THIS BOOKDeep Learning with Python

Summary Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher Fran�ois Chollet, this book builds your understanding through intuitive explanations and practical examples. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition,