Recognizing human actions by their pose

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F09%3A00163713" target="_blank" >RIV/68407700:21230/09:00163713 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Recognizing human actions by their pose

Popis výsledku v původním jazyce

Human action recognition from images increasing interest throughout the last years. The majority of approaches are restricted to dynamic motion features and not universally applicable. In this paper, we propose to recognize human actions by evaluating adistribution over a set of predefined static poses which we refer to as pose primitives. We aim at the approach that also works in still images, or for images taken from a moving camera. Experimental validation takes varying video sequence lengths into account and emphasizes the possibility for action recognition from single images, which we believe is an often overlooked but nevertheless important aspect of action recognition.

Název v anglickém jazyce

Recognizing human actions by their pose

Popis výsledku anglicky

Human action recognition from images increasing interest throughout the last years. The majority of approaches are restricted to dynamic motion features and not universally applicable. In this paper, we propose to recognize human actions by evaluating adistribution over a set of predefined static poses which we refer to as pose primitives. We aim at the approach that also works in still images, or for images taken from a moving camera. Experimental validation takes varying video sequence lengths into account and emphasizes the possibility for action recognition from single images, which we believe is an often overlooked but nevertheless important aspect of action recognition.

Druh

C - Kapitola v odborné knize

CEP obor

JD - Využití počítačů, robotika a její aplikace

OECD FORD obor

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Projekt

<a href="/cs/project/7E08031" target="_blank" >7E08031: Dynamic Interactive Perception-action Learning in Cognitive Systems</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2009

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název knihy nebo sborníku

Statistical and Geometrical Approaches to Visual Motion Analysis

ISBN

978-3-642-03060-4

Počet stran výsledku

24

Strana od-do

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Počet stran knihy

322

Název nakladatele

Springer-Verlag

Místo vydání

Berlin

Kód UT WoS kapitoly

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