Human activity prediction using saliency-aware motion enhancement and weighted LSTM network

Human activity prediction using saliency-aware motion enhancement and weighted LSTM network

Abstract In recent years, great progress has been made in recognizing human activities in complete image sequences. However, predicting human activity earlier in a video is still a challenging task. In this paper, a novel framework named weighted long short-term memory network (WLSTM) with saliency-...

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Bibliographic Details
Main Authors:	Zhengkui Weng, Wuzhao Li, Zhipeng Jin
Format:	Article
Language:	English
Published:	SpringerOpen 2021-01-01
Series:	EURASIP Journal on Image and Video Processing
Subjects:	Activity prediction Weighted long short-term memory network Dynamic contrast segmentation Saliency-aware motion enhancement
Online Access:	https://doi.org/10.1186/s13640-020-00544-0

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