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video summarization

Video Summarization and Restoration

Video Summarization and Restoration

... Video summarization using Motion Detection System can be used in surveillance and security systems in a fixed restriction ...efficient video compression, for smart tracking of moving objects, for ...

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Application of 2-D fractal dimension in content based video summarization

Application of 2-D fractal dimension in content based video summarization

... digital video production tools such as smart phones and closed circuit cam- eras, Huge array of personal and commercial video archives have been ...the video archives requires effective tools and ...

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Video Summarization using Convolutional Neural Network

Video Summarization using Convolutional Neural Network

... The present work aims to address this ever increasing gap between the volumes of actual data generated and the volume that can be reasonably inspected manually. It is laborious and time consuming to scrutinize the ...

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A static video summarization method based on the sparse coding of features and representativeness of frames

A static video summarization method based on the sparse coding of features and representativeness of frames

... static summarization methods that we study in this paper, Cong et ...considered video summarization as a dictionary selection problem, where keyframes that represent the whole video content ...

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Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization

Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization

... unsupervised video sum- marization model that requires no manual ...learns video representations that embed the long-range relationships among video ...original video and summary video ...

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Joint Video Summarization and Transmission Adaptation for Energy-Efficient Wireless Video Streaming

Joint Video Summarization and Transmission Adaptation for Energy-Efficient Wireless Video Streaming

... of video summarization over wireless ...of video summarization together with other adaptations including transmission power and modulations to deal with problems in uplink wireless ...

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Lawn Tennis Video Summarization based on Audiovisual and Text Feature Analysis

Lawn Tennis Video Summarization based on Audiovisual and Text Feature Analysis

... new video summarization approach for lawn tennis video is ...classify video into play field color shots (PFCS) and non play field color shots ...tennis video is ...

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Review of Keyframe Extraction Techniques for Video Summarization

Review of Keyframe Extraction Techniques for Video Summarization

... in video summarization touch various domains, such as movies, sports, news, home videos, e-learning, ...for video summarization such as object base summaries, event based summaries, content ...

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Video Summarization by Removing Duplicate Frames from Surveillance Video Using Keyframe Extraction

Video Summarization by Removing Duplicate Frames from Surveillance Video Using Keyframe Extraction

... Nowadays Video data creation and its storage play a important role in every ...Same video content is referred to check if someone is violating the organizations ...of video. If video length is ...

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Key Frame Extraction for Video Summarization Using DWT Wavelet Statistics

Key Frame Extraction for Video Summarization Using DWT Wavelet Statistics

... other video processing such as video summarization, feature extraction, ...objectives. Video processing and analysis is one of the interesting ...

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Efficient Method for Video Summarization Using Support Vector Machine

Efficient Method for Video Summarization Using Support Vector Machine

... various video summarizations to define a fixed feature, and report objectresults that significantly outperform the state-of-the-art on several important vision ...on Video Summarization: Techniques ...

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Fusion of Foreground Object in Domain Motion Information for Video Summarization

Fusion of Foreground Object in Domain Motion Information for Video Summarization

... egocentric video summarization, locale saliency is anticipated in [5] utilizing a regression model and storyboard are created taking into account on region significance ...egocentric video is ...

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Algorithm for Video Summarization of Bronchoscopy Procedures

Algorithm for Video Summarization of Bronchoscopy Procedures

... multi-purpose video resource browsing and presentation in educational and reference context in medical ...the summarization algorithm currently implemented and tested in pilot settings was based on several ...

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Analysis of Video Summarization Techniques

Analysis of Video Summarization Techniques

... based Video Summarization: With the increasing complexity of the video contents it was realized that a single descriptor was not sufficient for evaluating the importance and relevance of the ...

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Hierarchical Keyframe-based Video Summarization Using QR-Decomposition and Modified -Means Clustering

Hierarchical Keyframe-based Video Summarization Using QR-Decomposition and Modified -Means Clustering

... and video summarization, which generally reflect only spatial changes between ...the video using high-level concepts ...rize video documents ...board video summarization which ...

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Cloud assisted multi view video summarization using CNN and bi directional LSTM

Cloud assisted multi view video summarization using CNN and bi directional LSTM

... of video data produced by surveillance networks in industries instigate various challenges in exploring these videos for many applications such as video summarization (VS), analysis, indexing, and ...

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A Survey on Video Summarization Techniques

A Survey on Video Summarization Techniques

... Y. J. Lee and K. Grauman et al.[12] proposed a video summarization approach for egocentric or wearable camera data. The proposed method produces a compact storyboard summary of the cameras weares day. The ...

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Discriminative Feature Learning for Unsupervised Video Summarization

Discriminative Feature Learning for Unsupervised Video Summarization

... unsupervised video summarization that automatically extracts key-shots from an input ...the video features. Our CSNet gives better summarization results for long-length videos compared to the ...

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Comparison of Multiepisode Video Summarization Algorithms

Comparison of Multiepisode Video Summarization Algorithms

... Existing video summarization approaches can be classi- fied in two ...(audio, video, text) to detect certain configuration of events to include in the ...the video to compute a relevance value ...

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Video Summarization Based on Camera Motion and a Subjective Evaluation Method

Video Summarization Based on Camera Motion and a Subjective Evaluation Method

... A video summary is a short version of the video and is composed of representative frames, called ...whole video content and suppressing the re- dundancy between ...the video content and to ...

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