FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4375854041> ?p ?o ?g. }

• W4375854041 abstract "Humans are able to intuitively deduce actions that took place between two states in observations via deductive reasoning. This is because the brain operates on a bidirectional communication model, which has radically improved the accuracy of recognition and prediction based on features connected to previous experiences. During the past decade, deep learning models for action recognition have significantly improved. However, deep neural networks struggle with these tasks on a smaller dataset for specific Action Recognition (AR) tasks. As with most action recognition tasks, the ambiguity of accurately describing activities in spatial-temporal data is a drawback that can be overcome by curating suitable datasets, including careful annotations and preprocessing of video data for analyzing various recognition tasks. In this study, we present a novel lightweight framework combining transfer learning techniques with a Conv2D LSTM layer to extract features from the pre-trained I3D model on the Kinetics dataset for a new AR task (Smart Baby Care) that requires a smaller dataset and less computational resources. Furthermore, we developed a benchmark dataset and an automated model that uses LSTM convolution with I3D (ConvLSTM-I3D) for recognizing and predicting baby activities in a smart baby room. Finally, we implemented video augmentation to improve model performance on the smart baby care task. Compared to other benchmark models, our experimental framework achieved better performance with less computational resources." @default.
• W4375854041 created "2023-05-10" @default.
• W4375854041 creator A5027696262 @default.
• W4375854041 creator A5048829365 @default.
• W4375854041 creator A5080494753 @default.
• W4375854041 date "2023-04-01" @default.
• W4375854041 modified "2023-09-27" @default.
• W4375854041 title "Baby Physical Safety Monitoring in Smart Home Using Action Recognition System" @default.
• W4375854041 cites W147001025 @default.
• W4375854041 cites W1947481528 @default.
• W4375854041 cites W1978660892 @default.
• W4375854041 cites W1983364832 @default.
• W4375854041 cites W1988650444 @default.
• W4375854041 cites W2019725986 @default.
• W4375854041 cites W2041647218 @default.
• W4375854041 cites W2059612594 @default.
• W4375854041 cites W2131311058 @default.
• W4375854041 cites W2307770531 @default.
• W4375854041 cites W2395579298 @default.
• W4375854041 cites W2578895956 @default.
• W4375854041 cites W2612719531 @default.
• W4375854041 cites W2770804203 @default.
• W4375854041 cites W2897298524 @default.
• W4375854041 cites W2954996726 @default.
• W4375854041 cites W2963303951 @default.
• W4375854041 cites W2963315828 @default.
• W4375854041 cites W2963522845 @default.
• W4375854041 cites W2963524571 @default.
• W4375854041 cites W3023694187 @default.
• W4375854041 cites W3024333932 @default.
• W4375854041 cites W3134996408 @default.
• W4375854041 cites W3139456136 @default.
• W4375854041 cites W3173062919 @default.
• W4375854041 cites W3214342396 @default.
• W4375854041 cites W4205603649 @default.
• W4375854041 doi "https://doi.org/10.1109/southeastcon51012.2023.10115146" @default.
• W4375854041 hasPublicationYear "2023" @default.
• W4375854041 type Work @default.
• W4375854041 citedByCount "0" @default.
• W4375854041 crossrefType "proceedings-article" @default.
• W4375854041 hasAuthorship W4375854041A5027696262 @default.
• W4375854041 hasAuthorship W4375854041A5048829365 @default.
• W4375854041 hasAuthorship W4375854041A5080494753 @default.
• W4375854041 hasConcept C108583219 @default.
• W4375854041 hasConcept C119857082 @default.
• W4375854041 hasConcept C121332964 @default.
• W4375854041 hasConcept C121687571 @default.
• W4375854041 hasConcept C13280743 @default.
• W4375854041 hasConcept C147168706 @default.
• W4375854041 hasConcept C150899416 @default.
• W4375854041 hasConcept C154945302 @default.
• W4375854041 hasConcept C162324750 @default.
• W4375854041 hasConcept C185798385 @default.
• W4375854041 hasConcept C187736073 @default.
• W4375854041 hasConcept C205649164 @default.
• W4375854041 hasConcept C2777212361 @default.
• W4375854041 hasConcept C2780451532 @default.
• W4375854041 hasConcept C2780791683 @default.
• W4375854041 hasConcept C2987834672 @default.
• W4375854041 hasConcept C34736171 @default.
• W4375854041 hasConcept C41008148 @default.
• W4375854041 hasConcept C45347329 @default.
• W4375854041 hasConcept C50644808 @default.
• W4375854041 hasConcept C62520636 @default.
• W4375854041 hasConcept C81363708 @default.
• W4375854041 hasConceptScore W4375854041C108583219 @default.
• W4375854041 hasConceptScore W4375854041C119857082 @default.
• W4375854041 hasConceptScore W4375854041C121332964 @default.
• W4375854041 hasConceptScore W4375854041C121687571 @default.
• W4375854041 hasConceptScore W4375854041C13280743 @default.
• W4375854041 hasConceptScore W4375854041C147168706 @default.
• W4375854041 hasConceptScore W4375854041C150899416 @default.
• W4375854041 hasConceptScore W4375854041C154945302 @default.
• W4375854041 hasConceptScore W4375854041C162324750 @default.
• W4375854041 hasConceptScore W4375854041C185798385 @default.
• W4375854041 hasConceptScore W4375854041C187736073 @default.
• W4375854041 hasConceptScore W4375854041C205649164 @default.
• W4375854041 hasConceptScore W4375854041C2777212361 @default.
• W4375854041 hasConceptScore W4375854041C2780451532 @default.
• W4375854041 hasConceptScore W4375854041C2780791683 @default.
• W4375854041 hasConceptScore W4375854041C2987834672 @default.
• W4375854041 hasConceptScore W4375854041C34736171 @default.
• W4375854041 hasConceptScore W4375854041C41008148 @default.
• W4375854041 hasConceptScore W4375854041C45347329 @default.
• W4375854041 hasConceptScore W4375854041C50644808 @default.
• W4375854041 hasConceptScore W4375854041C62520636 @default.
• W4375854041 hasConceptScore W4375854041C81363708 @default.
• W4375854041 hasLocation W43758540411 @default.
• W4375854041 hasOpenAccess W4375854041 @default.
• W4375854041 hasPrimaryLocation W43758540411 @default.
• W4375854041 hasRelatedWork W2963958939 @default.
• W4375854041 hasRelatedWork W3016514588 @default.
• W4375854041 hasRelatedWork W3159690776 @default.
• W4375854041 hasRelatedWork W3173182854 @default.
• W4375854041 hasRelatedWork W4213390351 @default.
• W4375854041 hasRelatedWork W4281386417 @default.
• W4375854041 hasRelatedWork W4307311436 @default.
• W4375854041 hasRelatedWork W4312391460 @default.
• W4375854041 hasRelatedWork W4312501200 @default.
• W4375854041 hasRelatedWork W4366224123 @default.

• next