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• W3210314917 endingPage "1863" @default.
• W3210314917 startingPage "1838" @default.
• W3210314917 abstract "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 developed over the last couple of decades, and the current state of the art is represented by methods that rely on modern deep neural network architectures. This work focuses on the recent advances in the area and provides a comprehensive survey of the existing deep-learning-based methods for generic video summarization. After presenting the motivation behind the development of technologies for video summarization, we formulate the video summarization task and discuss the main characteristics of a typical deep-learning-based analysis pipeline. Then, we suggest a taxonomy of the existing algorithms and provide a systematic review of the relevant literature that shows the evolution of the deep-learning-based video summarization technologies and leads to suggestions for future developments. We then report on protocols for the objective evaluation of video summarization algorithms, and we compare the performance of several deep-learning-based approaches. Based on the outcomes of these comparisons, as well as some documented considerations about the amount of annotated data and the suitability of evaluation protocols, we indicate potential future research directions." @default.
• W3210314917 created "2021-11-08" @default.
• W3210314917 creator A5014312160 @default.
• W3210314917 creator A5022936136 @default.
• W3210314917 creator A5031205865 @default.
• W3210314917 creator A5059096027 @default.
• W3210314917 creator A5079898663 @default.
• W3210314917 date "2021-11-01" @default.
• W3210314917 modified "2023-10-18" @default.
• W3210314917 title "Video Summarization Using Deep Neural Networks: A Survey" @default.
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• W3210314917 cites W1589849190 @default.
• W3210314917 cites W1661149683 @default.
• W3210314917 cites W1903029394 @default.
• W3210314917 cites W1904325426 @default.
• W3210314917 cites W1926243429 @default.
• W3210314917 cites W1987366351 @default.
• W3210314917 cites W1987587038 @default.
• W3210314917 cites W1994864760 @default.
• W3210314917 cites W1998685506 @default.
• W3210314917 cites W2000456649 @default.
• W3210314917 cites W2020619232 @default.
• W3210314917 cites W2026012689 @default.
• W3210314917 cites W2028613966 @default.
• W3210314917 cites W203342046 @default.
• W3210314917 cites W2043784772 @default.
• W3210314917 cites W2055892431 @default.
• W3210314917 cites W2064675550 @default.
• W3210314917 cites W2072551889 @default.
• W3210314917 cites W2079218418 @default.
• W3210314917 cites W2092825074 @default.
• W3210314917 cites W2094998392 @default.
• W3210314917 cites W2097117768 @default.
• W3210314917 cites W2097647310 @default.
• W3210314917 cites W2099736636 @default.
• W3210314917 cites W2099866409 @default.
• W3210314917 cites W2103605470 @default.
• W3210314917 cites W2104518905 @default.
• W3210314917 cites W2116341502 @default.
• W3210314917 cites W2117051369 @default.
• W3210314917 cites W2132417599 @default.
• W3210314917 cites W2136922672 @default.
• W3210314917 cites W2139009685 @default.
• W3210314917 cites W2150471402 @default.
• W3210314917 cites W2156044652 @default.
• W3210314917 cites W2157331557 @default.
• W3210314917 cites W2158325840 @default.
• W3210314917 cites W2171210830 @default.
• W3210314917 cites W2183341477 @default.
• W3210314917 cites W2194775991 @default.
• W3210314917 cites W2236362365 @default.
• W3210314917 cites W2275025625 @default.
• W3210314917 cites W2296472470 @default.
• W3210314917 cites W2312404985 @default.
• W3210314917 cites W2412782625 @default.
• W3210314917 cites W2507009361 @default.
• W3210314917 cites W2517959782 @default.
• W3210314917 cites W2529272619 @default.
• W3210314917 cites W2554779556 @default.
• W3210314917 cites W2565516711 @default.
• W3210314917 cites W2570628162 @default.
• W3210314917 cites W2607326921 @default.
• W3210314917 cites W2613031639 @default.
• W3210314917 cites W2737677090 @default.
• W3210314917 cites W2751178015 @default.
• W3210314917 cites W2759570332 @default.
• W3210314917 cites W2766630207 @default.
• W3210314917 cites W2768010949 @default.
• W3210314917 cites W2776277180 @default.
• W3210314917 cites W2783903237 @default.
• W3210314917 cites W2796431263 @default.
• W3210314917 cites W2798441772 @default.
• W3210314917 cites W2798970487 @default.
• W3210314917 cites W2883359488 @default.
• W3210314917 cites W2883872876 @default.
• W3210314917 cites W2890721473 @default.
• W3210314917 cites W2892341857 @default.
• W3210314917 cites W2895907803 @default.
• W3210314917 cites W2897091983 @default.
• W3210314917 cites W2901951655 @default.
• W3210314917 cites W2902616437 @default.
• W3210314917 cites W2903758693 @default.
• W3210314917 cites W2904820498 @default.
• W3210314917 cites W2908469318 @default.
• W3210314917 cites W2915207179 @default.
• W3210314917 cites W2919365148 @default.
• W3210314917 cites W2922005172 @default.
• W3210314917 cites W2922340345 @default.
• W3210314917 cites W2946527862 @default.
• W3210314917 cites W2948398419 @default.
• W3210314917 cites W2953104586 @default.
• W3210314917 cites W2962677647 @default.
• W3210314917 cites W2962949934 @default.
• W3210314917 cites W2963026017 @default.
• W3210314917 cites W2963220254 @default.
• W3210314917 cites W2963507023 @default.
• W3210314917 cites W2963545239 @default.

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