NDLI: Generalized feature learning and indexing for object localization and recognition

Content Provider	IEEE Xplore Digital Library
Author	Ning Zhou Angelova, A. Jianping Fan
Copyright Year	2014
Description	Author affiliation: Google Inc., Mountain View, CA, USA (Angelova, A.) \|\| UNC, Charlotte, NC, USA (Ning Zhou; Jianping Fan)
Abstract	This paper addresses a general feature indexing and retrieval scenario in which a set of features detected in the image can retrieve a relevant class of objects, or classes of objects. The main idea behind those features for general object retrieval is that they are capable of identifying and localizing some small regions or parts of the potential object. We propose a set of criteria which take advantage of the learned features to find regions in the image which likely belong to an object. We further use the features' localization capability to localize the full object of interest and its extents. The proposed approach improves the recognition performance and is very efficient. Moreover, it has the potential to be used in automatic image understanding or annotation since it can uncover regions where the objects can be found in an image.
Sponsorship	IEEE Comput. Soc.
Starting Page	198
Ending Page	204
File Size	2222095
Page Count	7
File Format	PDF
ISBN	9781479949854
DOI	10.1109/WACV.2014.6836100
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-03-24
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Abstracts Indexing Training Peer-to-peer computing
Content Type	Text

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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