Video Saliency Forecasting Transformer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3172971
Abstract: Video saliency prediction (VSP) aims to imitate eye fixations of humans. However, the potential of this task has not been fully exploited since existing VSP methods only focus on modeling visual saliency of the input… read more here.
Keywords: saliency; video saliency; saliency forecasting; vsp ... See more keywords
A Comprehensive Survey on Video Saliency Detection With Auditory Information: The Audio-Visual Consistency Perceptual is the Key!
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3203421
Abstract: Video saliency detection (VSD) aims at fast locating the most attractive objects/things/patterns in a given video clip. Existing VSD-related works have mainly relied on the visual system but paid less attention to the audio aspect.… read more here.
Keywords: saliency; video saliency; saliency detection; audio visual ... See more keywords
Video Saliency Detection via Sparsity-Based Reconstruction and Propagation
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DOI: 10.1109/tip.2019.2910377
Abstract: Video saliency detection aims to continuously discover the motion-related salient objects from the video sequences. Since it needs to consider the spatial and temporal constraints jointly, video saliency detection is more challenging than image saliency… read more here.
Keywords: video; sparsity based; video saliency; saliency ... See more keywords
Video Saliency Prediction Using Spatiotemporal Residual Attentive Networks
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DOI: 10.1109/tip.2019.2936112
Abstract: This paper proposes a novel residual attentive learning network architecture for predicting dynamic eye-fixation maps. The proposed model emphasizes two essential issues, i.e., effective spatiotemporal feature integration and multi-scale saliency learning. For the first problem,… read more here.
Keywords: prediction using; video saliency; saliency prediction; using spatiotemporal ... See more keywords
Superpixel-based video saliency detection via the fusion of spatiotemporal saliency and temporal coherency
Sign Up to like & getrecommendations! Published in 2019 at "Optical Engineering"
DOI: 10.1117/1.oe.58.8.083101
Abstract: Abstract. We advocate a model to effectively detect salient objects in various videos; the proposed framework [spatiotemporal saliency and coherency, (STSC)] consists of two modules, for capturing the spatiotemporal saliency and the temporal coherency information… read more here.
Keywords: temporal coherency; video saliency; spatiotemporal saliency; saliency ... See more keywords