Recognition of Emotions in User-Generated Videos through Frame-Level Adaptation and Emotion Intensity Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3134167
Abstract: Recognition of emotions in user-generated videos has attracted considerable research attention. Most existing approaches focus on learning frame-level features and fail to consider frame-level emotion intensities which are critical for video representation. In this research,… read more here.
Keywords: frame level; adaptation; emotion; level ... See more keywords
Static Video Summarization Using Video Coding Features with Frame-Level Temporal Subsampling and Deep Learning
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DOI: 10.3390/app13106065
Abstract: There is an abundance of digital video content due to the cloud’s phenomenal growth and security footage; it is therefore essential to summarize these videos in data centers. This paper offers innovative approaches to the… read more here.
Keywords: frame level; temporal subsampling; level temporal; video summarization ... See more keywords
Continuous Sign Language Recognition Via Temporal Super-Resolution Network
Sign Up to like & getrecommendations! Published in 2022 at "Arabian Journal for Science and Engineering"
DOI: 10.48550/arxiv.2207.00928
Abstract: Aiming the problem that the spatial-temporal hierarchical continuous sign language recognition (CSLR) model with video as input is computationally intensive, thus limiting the real-time application, this paper proposes a temporal super-resolution network (TSRNet) to reduce… read more here.
Keywords: sign language; network; paper; frame level ... See more keywords