Unsupervised video summarization via deep reinforcement learning with shot-level semantics
Y Yuan, J Zhang - IEEE Transactions on Circuits and Systems …, 2022 - ieeexplore.ieee.org
Video summarization is one of the critical techniques in video retrieval, video browsing, and
management. It is still a challenging research task due to user subjectivity, excessive …
management. It is still a challenging research task due to user subjectivity, excessive …
Video big data analytics in the cloud: A reference architecture, survey, opportunities, and open research issues
The proliferation of multimedia devices over the Internet of Things (IoT) generates an
unprecedented amount of data. Consequently, the world has stepped into the era of big …
unprecedented amount of data. Consequently, the world has stepped into the era of big …
Multi-annotation attention model for video summarization
H Terbouche, M Morel, M Rodriguez… - Proceedings of the …, 2023 - openaccess.thecvf.com
In the last decade, the supply of online video content exploded. Automatic video
summarization has become necessary to allow content consumers to briefly glance at the …
summarization has become necessary to allow content consumers to briefly glance at the …
Joint filter combination-based central difference feature extraction and attention-enhanced Dense-Res2Block network for short-utterance speaker recognition
Speech authentication in smart services typically involves short utterances. However, due to
the short duration of these utterances (eg less than 3 s) and the limited enrolment and/or test …
the short duration of these utterances (eg less than 3 s) and the limited enrolment and/or test …
Patch based video summarization with block sparse representation
In recent years, sparse representation has been successfully utilized for video
summarization (VS). However, most of the sparse representation based VS methods …
summarization (VS). However, most of the sparse representation based VS methods …
Correlation graph convolutional network for pedestrian attribute recognition
The pedestrian attribute recognition aims at generating the structured description of
pedestrian, which plays an important role in surveillance. However, it is difficult to achieve …
pedestrian, which plays an important role in surveillance. However, it is difficult to achieve …
Pedestrian attribute recognition based on multiple time steps attention
Abstract Pedestrian Attribute Recognition (PAR) plays an important role in intelligent video
surveillance. This paper tackles two severe challenges in it ie, complex relations between …
surveillance. This paper tackles two severe challenges in it ie, complex relations between …
Recurrent generative adversarial networks for unsupervised WCE video summarization
L Lan, C Ye - Knowledge-Based Systems, 2021 - Elsevier
Wireless capsule endoscopy (WCE) produces amounts of redundant images in one
examination, which is very laborious and time-consuming for a physician to review these. It …
examination, which is very laborious and time-consuming for a physician to review these. It …
Mhms: Multimodal hierarchical multimedia summarization
Multimedia summarization with multimodal output can play an essential role in real-world
applications, ie, automatically generating cover images and titles for news articles or …
applications, ie, automatically generating cover images and titles for news articles or …
Towards automated ethogramming: Cognitively-inspired event segmentation for streaming wildlife video monitoring
Advances in visual perceptual tasks have been mainly driven by the amount, and types, of
annotations of large-scale datasets. Researchers have focused on fully-supervised settings …
annotations of large-scale datasets. Researchers have focused on fully-supervised settings …