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Video summarization using deep neural networks: A survey
Video summarization technologies aim to create a concise and complete synopsis by
selecting the most informative parts of the video content. Several approaches have been …
selecting the most informative parts of the video content. Several approaches have been …
Video summarization using deep learning techniques: a detailed analysis and investigation
One of the critical multimedia analysis problems in today's digital world is video
summarization (VS). Many VS methods have been suggested based on deep learning …
summarization (VS). Many VS methods have been suggested based on deep learning …
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method
The fast evolution of digital video has brought many new multimedia applications and, as a
consequence, has increased the amount of research into new technologies that aim at …
consequence, has increased the amount of research into new technologies that aim at …
A novel key-frames selection framework for comprehensive video summarization
Video summarization (VSUMM) has become a popular method in processing massive video
data. The key point of VSUMM is to select the key frames to represent the effective contents …
data. The key point of VSUMM is to select the key frames to represent the effective contents …
Static video summarization using video coding features with frame-level temporal subsampling and deep learning
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 …
security footage; it is therefore essential to summarize these videos in data centers. This …
A study on various methods used for video summarization and moving object detection for video surveillance applications
With the advancement in digital video technology, video surveillance has been playing its
vital role for ensuring safety and security. The surveillance systems are deployed in wide …
vital role for ensuring safety and security. The surveillance systems are deployed in wide …
Dual-level security based cyclic18 steganographic method and its application for secure transmission of keyframes during wireless capsule endoscopy
In this paper, the problem of secure transmission of sensitive contents over the public
network Internet is addressed by proposing a novel data hiding method in encrypted images …
network Internet is addressed by proposing a novel data hiding method in encrypted images …
Unsupervised video summarization using deep non-local video summarization networks
Video summarization is to extract effective information from videos to quickly obtain the most
informative summary. Most of the existing video summarization methods use recurrent …
informative summary. Most of the existing video summarization methods use recurrent …
Efficient visual attention driven framework for key frames extraction from hysteroscopy videos
Recent years have shown enthusiastic research interests in diagnostic hysteroscopy (DH),
where various regions of the female reproductive system are visualized for diagnosing …
where various regions of the female reproductive system are visualized for diagnosing …
CNN and HEVC video coding features for static video summarization
This study proposes a novel solution for the detection of keyframes for static video
summarization. We preprocessed the well-known video datasets by coding them using the …
summarization. We preprocessed the well-known video datasets by coding them using the …