Mobile Cloud Visual Media Computing : From Interaction to Service / edited by Gang Hua, Xian-Sheng Hua.

Format:

Book

Contributor:

Hua, Gang, editor.

Hua, Xian-Sheng, 1973- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Language:

English

Subjects (All):

Optical data processing.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Physical Description:

1 online resource (X, 353 pages)

Edition:

First edition 2015.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2015.

System Details:

text file PDF

Summary:

This book explores the internet and mobile ecosystems which are powered by cloud computing - an essential, if not indispensable, part of our everyday lives. Billions of users world-wide use this technology for information sharing, communication and social networking and a high proportion of activity is driven by massive media content such as images, videos and other emerging 3D visual media. However, managing, searching and visualizing this gigantic amount of data to facilitate communication is difficult which has led to an influx of innovation and research in these areas. The research is from academics from all around the world, focusing on the intersection of mobile, cloud, visual and multimedia computing and is split into five clear parts. Topics covered in the book include mobile augmented reality, computational photography, mobile visual recognition and search, and human-computer interaction (HCI). The findings discussed is meant to spur on further creative development in both academia and industry within this area. Mobile Cloud Visual Media Computing would of great interest to researchers and academics wishing to see how the state-of-the-art in media computing research is applied to innovative applications, whilst engineers and software designers from industry will gain an insight into the key set of technologies which support mobile and cloud media computing.

Contents:

Part I: Mobile Augmented Reality

Computer Vision for Mobile Augmented Reality

Part II: Mobile Computational Photography

High-Quality Video Denoising for Motion-Based Exposure Control

Panoramic Video Construction from Mobile Video Streams

Intentional Photos from Unintentional Photographers

Photo Composition Feedback and Enhancement

Part III: Mobile Visual Search and Recognition

FaceSimile: A Mobile Application for Face Image Search Based on Interactive Shape Manipulation

Exploiting On Devise Image Classification for Energy Efficiency in Ambient-Aware Systems

Compact Deep Neural Networks for Device Based Image Classifications

Assistive Text Reading From Science for Blind Persons

Mobile Image Search

Part IV: Cloud Visual Computing and Mobile Applications

Cloud CV: Large Scale Distributed Computer Vision As a Cloud Science

Cloud Based Mobile Experience Sharing Through Automatic Multimedia Blogging

Automatic Visual Pattern Discovery via Cohesive Sub-graph Mining

Part V: Mobile Multiple Sensor Fusion

Absolute Scale Estimation of 3D Monocular Vision on Smart Devises.

Other Format:

Printed edition:

ISBN:

978-3-319-24702-1

9783319247021

Access Restriction:

Restricted for use by site license.