「VIDEO」 视频描述资源汇总

相关资料：图片描述资源汇总

video caption
Video-Text Retrieval · Text-to-Clip Retrieval · Zero-Example Video Retrieval

1 综述

1. Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods
   2019-07-22 paper

2 理论

3 视频描述

1. End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering
   CVPR 2017 2016-10-10 paper | honme

2. Learning from Video and Text via Large-Scale Discriminative Clustering
   ICCV 2017 2017-07-27 paper | matlab

3. VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research
   ICCV 2019 oral 2019-04-06 paper

4. Integrating Temporal and Spatial Attentions for VATEX Video Captioning Challenge 2019
   ICCV 2019 2019-10-15 paper

4 零样本检索

Video-Text Retrieval · Text-to-Clip Retrieval · Zero-Example Video Retrieval

1. Video Google: A text retrieval approach to object matching in videos
   2003 paper

2. Joint Embeddings with Multimodal Cues for Video-Text Retrieval
   2018 paper

3. Multilevel Language and Vision Integration for Text-to-Clip Retrieval
   AAAI 2019 2018-04-13 paper
   视频片段检索；

4. Dual Encoding for Zero-Example Video Retrieval
   CVPR 29 28-09-17 paper | pytorch-offical | 解读

1.Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval
2019-01-09 paper

5 视频问答

videoQA

1. A Joint Sequence Fusion Model for Video Question Answering and Retrieval
   ECCV 2018 2018-08-07 paper | tensorflow-offical

2. Two-stream Spatiotemporal Feature for Video QA Task
   2019-07-11 paper

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附录

A 参考资料

1. 视频的结构化描述
2. 监控视频中异常事件检测方法研究
3. Video Captioning
4. 视频结构化相关调研
5. Video Analysis 论文笔记
6. 视频描述（video caption）历年突破性论文总结
7. []