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Effect of segmentation method on video retrieval performance

机译:分割方法对视频检索性能的影响

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This paper presents experiments that evaluate the effect of different video segmentation methods on text-based video retrieval. Segmentations relying on modalities like speech, video and text or their combination are compared with a baseline sliding window segmentation. The results suggest that even with the sliding window segmentation, acceptable performance can be obtained on a broadcast news retrieval task. Moreover, in the case where manually segmented data are available for training, the approach combining the different modalities can lead to IR results close to those obtained with a manual segmentation.
机译:本文提出了评估不同视频分割方法对基于文本的视频检索的效果的实验。将依赖于语音,视频和文本等形式的分割或它们的组合与基线滑动窗口分割进行比较。结果表明,即使使用滑动窗口分割,在广播新闻检索任务上也可以获得可接受的性能。此外,在手动分割的数据可用于训练的情况下,结合不同模态的方法可导致IR结果接近于手动分割获得的IR结果。

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