Matches in SemOpenAlex for { <https://semopenalex.org/work/W2076125372> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2076125372 abstract "Recognizing human-object interactions in videos is a very challenging problem in computer vision research. There are two major difficulties lying in this task: (1) The detection of human body parts and objects is usually affected by the quality of the videos, for instance, low resolutions of the videos, camera motions, and blurring frames caused by fast motions, as well as the self-occlusions during human-object interactions. (2) The spatial and temporal dynamics of human-object interaction are hard to model. In order to overcome those natural obstacles, we propose a new method using social network analysis (SNA) based features to describe the distributions and relationships of low level objects for human-object interaction recognition. In this approach, the detected human body parts and objects are treated as nodes in social network graphs, and a set of SNA features including closeness, centrality and centrality with relative velocity are extracted for action recognition. A major advantage of SNA based feature set is its robustness to varying node numbers and erroneous node detections, which are very common in human-object interactions. An SNA feature vector will be extracted for each frame and different human-object interactions are classified based on these features. Two classification methods, including Support Vector Machine (SVM) and Hidden Markov Model (HMM), have been used to evaluate the proposed feature set on four different human-object interactions from HMDB dataset [1]. The experimental results demonstrated that the proposed framework can effectively capture the dynamical characteristics of human-object interaction and outperforms the state of art methods in human-object interaction recognition." @default.
- W2076125372 created "2016-06-24" @default.
- W2076125372 creator A5059144839 @default.
- W2076125372 creator A5069857153 @default.
- W2076125372 creator A5087888694 @default.
- W2076125372 date "2013-10-01" @default.
- W2076125372 modified "2023-09-26" @default.
- W2076125372 title "Human object interactions recognition based on social network analysis" @default.
- W2076125372 cites W1976546217 @default.
- W2076125372 cites W2002741386 @default.
- W2076125372 cites W2103140817 @default.
- W2076125372 cites W2112090702 @default.
- W2076125372 cites W2126579184 @default.
- W2076125372 cites W2129947832 @default.
- W2076125372 cites W2142194269 @default.
- W2076125372 cites W2145850538 @default.
- W2076125372 cites W2158169396 @default.
- W2076125372 cites W2165037244 @default.
- W2076125372 cites W2169255714 @default.
- W2076125372 cites W2169393274 @default.
- W2076125372 doi "https://doi.org/10.1109/aipr.2013.6749320" @default.
- W2076125372 hasPublicationYear "2013" @default.
- W2076125372 type Work @default.
- W2076125372 sameAs 2076125372 @default.
- W2076125372 citedByCount "2" @default.
- W2076125372 countsByYear W20761253722016 @default.
- W2076125372 crossrefType "proceedings-article" @default.
- W2076125372 hasAuthorship W2076125372A5059144839 @default.
- W2076125372 hasAuthorship W2076125372A5069857153 @default.
- W2076125372 hasAuthorship W2076125372A5087888694 @default.
- W2076125372 hasConcept C104317684 @default.
- W2076125372 hasConcept C114614502 @default.
- W2076125372 hasConcept C12267149 @default.
- W2076125372 hasConcept C134306372 @default.
- W2076125372 hasConcept C138885662 @default.
- W2076125372 hasConcept C153180895 @default.
- W2076125372 hasConcept C154945302 @default.
- W2076125372 hasConcept C185592680 @default.
- W2076125372 hasConcept C23224414 @default.
- W2076125372 hasConcept C2776401178 @default.
- W2076125372 hasConcept C2779545769 @default.
- W2076125372 hasConcept C2781238097 @default.
- W2076125372 hasConcept C31972630 @default.
- W2076125372 hasConcept C33923547 @default.
- W2076125372 hasConcept C41008148 @default.
- W2076125372 hasConcept C41895202 @default.
- W2076125372 hasConcept C52622490 @default.
- W2076125372 hasConcept C53811970 @default.
- W2076125372 hasConcept C55493867 @default.
- W2076125372 hasConcept C63479239 @default.
- W2076125372 hasConcept C64876066 @default.
- W2076125372 hasConceptScore W2076125372C104317684 @default.
- W2076125372 hasConceptScore W2076125372C114614502 @default.
- W2076125372 hasConceptScore W2076125372C12267149 @default.
- W2076125372 hasConceptScore W2076125372C134306372 @default.
- W2076125372 hasConceptScore W2076125372C138885662 @default.
- W2076125372 hasConceptScore W2076125372C153180895 @default.
- W2076125372 hasConceptScore W2076125372C154945302 @default.
- W2076125372 hasConceptScore W2076125372C185592680 @default.
- W2076125372 hasConceptScore W2076125372C23224414 @default.
- W2076125372 hasConceptScore W2076125372C2776401178 @default.
- W2076125372 hasConceptScore W2076125372C2779545769 @default.
- W2076125372 hasConceptScore W2076125372C2781238097 @default.
- W2076125372 hasConceptScore W2076125372C31972630 @default.
- W2076125372 hasConceptScore W2076125372C33923547 @default.
- W2076125372 hasConceptScore W2076125372C41008148 @default.
- W2076125372 hasConceptScore W2076125372C41895202 @default.
- W2076125372 hasConceptScore W2076125372C52622490 @default.
- W2076125372 hasConceptScore W2076125372C53811970 @default.
- W2076125372 hasConceptScore W2076125372C55493867 @default.
- W2076125372 hasConceptScore W2076125372C63479239 @default.
- W2076125372 hasConceptScore W2076125372C64876066 @default.
- W2076125372 hasLocation W20761253721 @default.
- W2076125372 hasOpenAccess W2076125372 @default.
- W2076125372 hasPrimaryLocation W20761253721 @default.
- W2076125372 hasRelatedWork W1563583513 @default.
- W2076125372 hasRelatedWork W1767105723 @default.
- W2076125372 hasRelatedWork W2009333972 @default.
- W2076125372 hasRelatedWork W2066307075 @default.
- W2076125372 hasRelatedWork W2079081961 @default.
- W2076125372 hasRelatedWork W2090385444 @default.
- W2076125372 hasRelatedWork W2100667995 @default.
- W2076125372 hasRelatedWork W2107752288 @default.
- W2076125372 hasRelatedWork W2147322805 @default.
- W2076125372 hasRelatedWork W2151475066 @default.
- W2076125372 hasRelatedWork W2295456882 @default.
- W2076125372 hasRelatedWork W2316047684 @default.
- W2076125372 hasRelatedWork W2321442894 @default.
- W2076125372 hasRelatedWork W2516844836 @default.
- W2076125372 hasRelatedWork W2768293112 @default.
- W2076125372 hasRelatedWork W2794084491 @default.
- W2076125372 hasRelatedWork W2808739226 @default.
- W2076125372 hasRelatedWork W2908279665 @default.
- W2076125372 hasRelatedWork W2982232158 @default.
- W2076125372 hasRelatedWork W3000279895 @default.
- W2076125372 isParatext "false" @default.
- W2076125372 isRetracted "false" @default.
- W2076125372 magId "2076125372" @default.
- W2076125372 workType "article" @default.