本文提出的方法是SVMR(semantics-enriched video moment retrieval method)。能够清楚的获取分级多粒度的语义信息。 利用start and end time-aware filter kernels with visual cues去完成VMR任务(Visual Moment Retrieval)。 Architecture Embeding Layer 首先是一个Embeding Layer分别提取视频和语义信息。使用的是预训练...
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Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval Yawen Zeng1, Da Cao1∗, Xiaochi Wei2, Meng Liu3, Zhou Zhao4, Zheng Qin1∗ 1Hunan University, 2Baidu Inc., 3Shandong Jianzhu University, 4Zhejiang University {yawenzeng11, caoda0721, mengliu...
Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework,这篇文章中,作者提出了一种统一的joint video-language model的框架来完成文本和视频之间的检索( )。 Cross-Modal Retrieval With CNN Visual Features: A New Baseline,这篇文章提出了一种deep semantic mat...
摘要: Video-text cross-modal retrieval (VTR) is more natural and challenging than image-text retrieval, which has attracted increasing interest from researchers in recent years. To align VTR more closely...关键词: Semantics Feature extraction Video recording Correlation Task analysis Object detection ...
We propose an end-to-end Cross-Modal Hashing Network, dubbed CMHN, to efficiently retrieve target moments within the given video via various natural language queries. Specifically, it first adopts a dual-path neural network to respectively learn the feature representations for video and ...
For example, a video of a beach scene might contain both the imagery and sounds of waves crashing on the shore. If we can capture the aural–visual correspondence with a tractable and meaningful representation, then we will be able to trace the path towards the aimed direction. Due to the...
(Dalton et al.,2013). In particular, the women shown in video scenes were rated as being more stressed by both men and women when in the presence of stress sweat. The male participants also rated the women in the videos as looking less confident, trustworthy and competent when smelling ...
Liu, Y., Li, S., Wu, Y., et al.: Umt: Unified multi-modal transformers for joint video moment retrieval and highlight detection. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp 3042–3051 (2022) Loshchilov, I., Hutter, F.: Decoupled weight...
(Dalton et al.,2013). In particular, the women shown in video scenes were rated as being more stressed by both men and women when in the presence of stress sweat. The male participants also rated the women in the videos as looking less confident, trustworthy and competent when smelling ...