Dynamic Scene Graph Generation via Temporal Prior Inference

Author:

Wang Shuang1,Gao Lianli1,Lyu Xinyu1,Guo Yuyu1,Zeng Pengpeng1,Song Jingkuan2

Affiliation:

1. University of Electronic Science and Technology of China, Chengdu, China

2. University of Electronic Science and Technology of China & Peng Cheng Laboratory, Chengdu, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference40 articles.

1. Oron Ashual and Lior Wolf. 2019. Specifying object attributes and relations in interactive scene generation. In ICCV. 4561--4569. Oron Ashual and Lior Wolf. 2019. Specifying object attributes and relations in interactive scene generation. In ICCV. 4561--4569.

2. Fabian Caba Heilbron , Victor Escorcia , Bernard Ghanem , and Juan Carlos Niebles . 2015 . Activitynet: A large-scale video benchmark for human activity understanding. In CVPR. 961--970. Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem, and Juan Carlos Niebles. 2015. Activitynet: A large-scale video benchmark for human activity understanding. In CVPR. 961--970.

3. Joao Carreira , Eric Noland , Chloe Hillier , and Andrew Zisserman . 2019. A short note on the kinetics-700 human action dataset. arXiv preprint arXiv:1907.06987 ( 2019 ). Joao Carreira, Eric Noland, Chloe Hillier, and Andrew Zisserman. 2019. A short note on the kinetics-700 human action dataset. arXiv preprint arXiv:1907.06987 (2019).

4. Joao Carreira and Andrew Zisserman. 2017. Quo vadis action recognition? a new model and the kinetics dataset. In CVPR. 6299--6308. Joao Carreira and Andrew Zisserman. 2017. Quo vadis action recognition? a new model and the kinetics dataset. In CVPR. 6299--6308.

5. Yuren Cong Wentong Liao Hanno Ackermann Bodo Rosenhahn and Michael Ying Yang. 2021. Spatial-temporal transformer for dynamic scene graph generation. In ICCV. 16372--16382. Yuren Cong Wentong Liao Hanno Ackermann Bodo Rosenhahn and Michael Ying Yang. 2021. Spatial-temporal transformer for dynamic scene graph generation. In ICCV. 16372--16382.

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1. Spatial–Temporal Knowledge-Embedded Transformer for Video Scene Graph Generation;IEEE Transactions on Image Processing;2024

2. Prior Knowledge-driven Dynamic Scene Graph Generation with Causal Inference;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

3. Iterative Learning with Extra and Inner Knowledge for Long-tail Dynamic Scene Graph Generation;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

4. Improving Scene Graph Generation with Superpixel-Based Interaction Learning;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

5. Unbiased Scene Graph Generation in Videos;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2023-06

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