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Visual Attributes Advances in Computer Vision and Pattern Recogn...
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视觉属性(计算机视觉和模式识别的进展)由Rogerio Schmidt Feris 英文| 2017年3月30日| ISBN:3319500759 | 364页| PDF | 20.9 MB 这个独特的文本/参考文献提供了与视觉属性相关的机器学习和计算机视觉的最新进展的详细概述,突出表明这一新兴领域与其他学科如计算语言学和人机交互相交。主题和功能:提出零分类分类的基于属性的方法,使用特权信息的学习,以及多任务属性学习的方法;描述相对属性的概念,并检查图像搜索应用程序中相关属性建模的有效性;评估用于估计人类属性的最先进的方法,并描述其在一系列不同应用中的使用;讨论构建视觉属性词汇的尝试;探索视觉属性和自然语言之间的联系;为世界知名科学家的国际选拔提供了贡献,涵盖了理论和实际应用。
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Advances in Computer Vision and Pattern Recognition
RogerioSchmidtFeris
ChristophLampert
DeviParikh Editors
Visual
Attributes
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Advances in Computer Vision and Pattern
Recognition
Founding editor
Sameer Singh, Rail Vision, Castle Donington, UK
Series editor
Sing Bing Kang, Microsoft Research, Redmond, WA, USA
Advisory Board
Horst Bischof, Graz University of Technology, Austria
Richard Bowden, University of Surrey, Guildford, UK
Sven Dickinson, Uni versity of Toronto, ON, Canada
Jiaya Jia, The Chinese University of Hong Kong, Hong Kong
Kyoung Mu Lee, Seoul National University, South Korea
Yoichi Sato, The University of Tokyo, Japan
Bernt Schiele, Max Planck Institute for Computer Science, Saarbrücken, Germany
Stan Sclaroff, Boston University, MA, USA
More information about this series at http://www.springer.com/series/4205
Rogerio Schmidt Feris
•
Christoph Lampert
Devi Parikh
Editors
Visual Attributes
123
Editors
Rogerio Schmidt Feris
IBM T.J. Watson Research Center
Yorktown Heights, NY
USA
Christoph Lampert
Computer Vision and Machine Learning
IST Austria
Klosterneuburg
Austria
Devi Parikh
Georgia Tech
Atlanta, GA
USA
ISSN 2191-6586 ISSN 2191-6594 (electronic)
Advances in Computer Vision and Pattern Recognition
ISBN 978-3-319-50075-1 ISBN 978-3-319-50077-5 (eBook)
DOI 10.1007/978-3-319-50077-5
Library of Congress Control Number: 2016958717
© Springer International Publishing AG 2017
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar
methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publication does not imply, even in the absence of a specific statement, that such names are exempt from
the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authors or the editors give a warranty, express or implied, with respect to the material contained herein or
for any errors or omissions that may have been made.
Printed on acid-free paper
This Springer imprint is published by Springer Nature
The registered company is Springer International Publishing AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
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