FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313886816> ?p ?o ?g. }

• W4313886816 endingPage "3923" @default.
• W4313886816 startingPage "3912" @default.
• W4313886816 abstract "Video action recognition is a fundamental task for video understanding. Action recognition in complex spatio-temporal contexts generally requires fusing of different multi-granularity action information. However, existing works do not consider spatio-temporal information modeling and fusion from the perspective of action granularity. To address this problem, this paper proposes an Action Granularity Pyramid Network (AGPN) for action recognition, which can be flexibly integrated into 2D backbone networks. The core module is the Action Granularity Pyramid Module (AGPM), a hierarchical pyramid structure with residual connections, which is established to fuse multi-granularity action spatio-temporal information. From top to bottom level in the designed pyramid structure, the receptive field decreases and action granularity becomes more refined. To enrich temporal information of the inputs, a Multiple Frame Rate Module (MFM) is proposed to mix different frame rates at a fine-grained pixel-wise level. Moreover, a Spatio-temporal Anchor Module (SAM) is employed to fix spatio-temporal feature anchors to promote the effectiveness of feature extraction. We conduct extensive experiments on three large-scale action recognition datasets, Something-Something V1 & V2 and Kinetics-400. The results demonstrate that our proposed AGPN outperforms the state-of-the-art methods for the tasks of video action recognition." @default.
• W4313886816 created "2023-01-10" @default.
• W4313886816 creator A5010054833 @default.
• W4313886816 creator A5021834892 @default.
• W4313886816 creator A5056227944 @default.
• W4313886816 creator A5089246523 @default.
• W4313886816 creator A5091010251 @default.
• W4313886816 date "2023-08-01" @default.
• W4313886816 modified "2023-10-15" @default.
• W4313886816 title "AGPN: Action Granularity Pyramid Network for Video Action Recognition" @default.
• W4313886816 cites W1522734439 @default.
• W4313886816 cites W1947481528 @default.
• W4313886816 cites W1955857676 @default.
• W4313886816 cites W2016053056 @default.
• W4313886816 cites W2108598243 @default.
• W4313886816 cites W2194775991 @default.
• W4313886816 cites W2608988379 @default.
• W4313886816 cites W2618530766 @default.
• W4313886816 cites W2625366777 @default.
• W4313886816 cites W2770804203 @default.
• W4313886816 cites W2791307013 @default.
• W4313886816 cites W2799176631 @default.
• W4313886816 cites W2806331055 @default.
• W4313886816 cites W2883429621 @default.
• W4313886816 cites W2884797191 @default.
• W4313886816 cites W2889274229 @default.
• W4313886816 cites W2907214745 @default.
• W4313886816 cites W2943070176 @default.
• W4313886816 cites W2962858109 @default.
• W4313886816 cites W2962902341 @default.
• W4313886816 cites W2963091558 @default.
• W4313886816 cites W2963155035 @default.
• W4313886816 cites W2963645879 @default.
• W4313886816 cites W2981385151 @default.
• W4313886816 cites W2984287396 @default.
• W4313886816 cites W2990152177 @default.
• W4313886816 cites W2990503944 @default.
• W4313886816 cites W2996901793 @default.
• W4313886816 cites W3034572008 @default.
• W4313886816 cites W3034600407 @default.
• W4313886816 cites W3035154689 @default.
• W4313886816 cites W3035303837 @default.
• W4313886816 cites W3035413240 @default.
• W4313886816 cites W3035619757 @default.
• W4313886816 cites W3068830315 @default.
• W4313886816 cites W3096833468 @default.
• W4313886816 cites W3157704410 @default.
• W4313886816 cites W3168565360 @default.
• W4313886816 cites W3173840782 @default.
• W4313886816 cites W3174568846 @default.
• W4313886816 cites W3175528717 @default.
• W4313886816 cites W3185943380 @default.
• W4313886816 cites W3190693140 @default.
• W4313886816 cites W3195949276 @default.
• W4313886816 cites W3205497712 @default.
• W4313886816 cites W3215084804 @default.
• W4313886816 cites W4214727094 @default.
• W4313886816 cites W4281752744 @default.
• W4313886816 cites W4312560592 @default.
• W4313886816 cites W4313118515 @default.
• W4313886816 doi "https://doi.org/10.1109/tcsvt.2023.3235522" @default.
• W4313886816 hasPublicationYear "2023" @default.
• W4313886816 type Work @default.
• W4313886816 citedByCount "1" @default.
• W4313886816 countsByYear W43138868162023 @default.
• W4313886816 crossrefType "journal-article" @default.
• W4313886816 hasAuthorship W4313886816A5010054833 @default.
• W4313886816 hasAuthorship W4313886816A5021834892 @default.
• W4313886816 hasAuthorship W4313886816A5056227944 @default.
• W4313886816 hasAuthorship W4313886816A5089246523 @default.
• W4313886816 hasAuthorship W4313886816A5091010251 @default.
• W4313886816 hasConcept C111919701 @default.
• W4313886816 hasConcept C121332964 @default.
• W4313886816 hasConcept C138885662 @default.
• W4313886816 hasConcept C142575187 @default.
• W4313886816 hasConcept C153180895 @default.
• W4313886816 hasConcept C154945302 @default.
• W4313886816 hasConcept C177774035 @default.
• W4313886816 hasConcept C2524010 @default.
• W4313886816 hasConcept C2776401178 @default.
• W4313886816 hasConcept C2780791683 @default.
• W4313886816 hasConcept C31972630 @default.
• W4313886816 hasConcept C33923547 @default.
• W4313886816 hasConcept C41008148 @default.
• W4313886816 hasConcept C41895202 @default.
• W4313886816 hasConcept C52622490 @default.
• W4313886816 hasConcept C62520636 @default.
• W4313886816 hasConceptScore W4313886816C111919701 @default.
• W4313886816 hasConceptScore W4313886816C121332964 @default.
• W4313886816 hasConceptScore W4313886816C138885662 @default.
• W4313886816 hasConceptScore W4313886816C142575187 @default.
• W4313886816 hasConceptScore W4313886816C153180895 @default.
• W4313886816 hasConceptScore W4313886816C154945302 @default.
• W4313886816 hasConceptScore W4313886816C177774035 @default.
• W4313886816 hasConceptScore W4313886816C2524010 @default.
• W4313886816 hasConceptScore W4313886816C2776401178 @default.
• W4313886816 hasConceptScore W4313886816C2780791683 @default.
• W4313886816 hasConceptScore W4313886816C31972630 @default.

• next