| The action similarity labeling challenge. | |
| | |
MedLine Citation:
|
PMID: 22262724 Owner: NLM Status: In-Data-Review |
Abstract/OtherAbstract:
|
Recognizing actions in videos is rapidly becoming a topic of much research. To facilitate the development of methods for action recognition, several video collections, along with benchmark protocols, have previously been proposed. In this paper, we present a novel video database, the "Action Similarity LAbeliNg" (ASLAN) database, along with benchmark protocols. The ASLAN set includes thousands of videos collected from the web, in over 400 complex action classes. Our benchmark protocols focus on action similarity (same/not-same), rather than action classification, and testing is performed on never-before-seen actions. We propose this data set and benchmark as a means for gaining a more principled understanding of what makes actions different or similar, rather than learning the properties of particular action classes. We present baseline results on our benchmark, and compare them to human performance. To promote further study of action similarity techniques, we make the ASLAN database, benchmarks, and descriptor encodings publicly available to the research community. |
| | |
Authors:
|
Orit Kliper-Gross; Tal Hassner; Lior Wolf |
Related Documents
:
|
17156614 - Allowing for msd prevention during facilities planning for a public service: an a poste... 21263184 - Erratum. 10158124 - Biological variability and predictability: an exercise in plausibility. 21219194 - Disordered gambling: etiology, trajectory, and clinical considerations. 23207694 - Assessing the risks of genotoxicity in the therapeutic development of induced pluripote... 22956294 - From primed construct to motivated behavior: validation processes in goal pursuit. |
Publication Detail:
|
Type: Journal Article |
Journal Detail:
|
Title: IEEE transactions on pattern analysis and machine intelligence Volume: 34 ISSN: 1939-3539 ISO Abbreviation: IEEE Trans Pattern Anal Mach Intell Publication Date: 2012 Mar |
Date Detail:
|
Created Date: 2012-01-20 Completed Date: - Revised Date: - |
Medline Journal Info:
|
Nlm Unique ID: 9885960 Medline TA: IEEE Trans Pattern Anal Mach Intell Country: United States |
Other Details:
|
Languages: eng Pagination: 615-21 Citation Subset: IM |
Affiliation:
|
The Weizmann Institute of Science, Rehovot. |
Export Citation:
|
APA/MLA Format Download EndNote Download BibTex |
| MeSH Terms | |
Descriptor/Qualifier:
|
|
From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
Previous Document: New federal policy initiatives to boost health literacy can help the nation move beyond the cycle of...
Next Document: Recombinant protein scaffolds for tissue engineering.