NDLI: Photo Recall: Using the Internet to Label Your Photos

Content Provider	IEEE Xplore Digital Library
Author	Kumar, N. Seitz, S.
Copyright Year	2014
Description	Author affiliation: Comput. Sci. & Eng., Univ. of Washington, Seattle, WA, USA (Kumar, N.; Seitz, S.)
Abstract	We describe a system for searching your personal photos using an extremely wide range of text queries, including dates and holidays ("Halloween"), named and categorical places ("Empire State Building" or "park"), events and occasions ("Radiohead concert" or "wedding"), activities ("skiing"), object categories ("whales"), attributes ("outdoors"), and object instances ("Mona Lisa"), and any combination of these -- all with no manual labeling required. We accomplish this by correlating information in your photos -- the timestamps, GPS locations, and image pixels -- to information mined from the Internet. This includes matching dates to holidays listed on Wikipedia, GPS coordinates to places listed on Wikimapia, places and dates to find named events using Google, visual categories using classifiers either pre-trained on ImageNet or trained on-the-fly using results from Google Image Search, and object instances using interest point-based matching, again using results from Google Images. We tie all of these disparate sources of information together in a unified way, allowing for fast and accurate searches using whatever information you remember about a photo. We quantitatively evaluate several aspects of our system and show excellent performance in all respects. Please watch a video demonstrating our system in action on a large range of queries at http://youtu.be/Se3bemzhAiY.
Sponsorship	IEEE Comput. Soc.
Starting Page	785
Ending Page	792
File Size	963273
Page Count	8
File Format	PDF
ISBN	9781479943081
ISSN	21607516
DOI	10.1109/CVPRW.2014.120
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-06-23
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Google Visualization Manuals Search problems gps Global Positioning System on-the-fly visual classification photo organization Internet image search content-based image retrieval events Indexing
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Photo recall: using the internet to label your photos

Photo Recall: Using the Internet to Label Your Photos

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