Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks
Python 3.6
torchvision==0.3.0
torch==1.1.0
scikit-image==0.15.0
opencv-python==4.1.0.25
imageio==2.5.0
dgl==0.3
Fill dataset, feat_dir, gpu in the config_server.py
python train.py
python eval.py
@inproceedings{DBLP:conf/aaai/ZhangGYLLX20,
author = {Yingying Zhang and
Junyu Gao and
Xiaoshan Yang and
Chang Liu and
Yan Li and
Changsheng Xu},
title = {Find Objects and Focus on Highlights: Mining Object Semantics for
Video Highlight Detection via Graph Neural Networks},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {12902--12909},
year = {2020},
url = {https://aaai.org/ojs/index.php/AAAI/article/view/6988},
}