Deep-Vision: Deep Learning in Computer Vision - Temporal Deep Learning


Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition
Xiangbo Shu,
Jinhui Tang,
Guo-Jun Qi,
Yan Song,
Zechao Li,
Liyan Zhang
[pdf] [arXiv]
[bibtex]
@InProceedings{Shu_2017_CVPR_Workshops,
author = {Shu, Xiangbo and Tang, Jinhui and Qi, Guo-Jun and Song, Yan and Li, Zechao and Zhang, Liyan},
title = {Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Crowd-11: A Dataset for Fine Grained Crowd Behaviour Analysis
Camille Dupont,
Luis Tobias,
Bertrand Luvison
[pdf]
[bibtex]
@InProceedings{Dupont_2017_CVPR_Workshops,
author = {Dupont, Camille and Tobias, Luis and Luvison, Bertrand},
title = {Crowd-11: A Dataset for Fine Grained Crowd Behaviour Analysis},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Temporal Domain Neural Encoder for Video Representation Learning
Hao Hu,
Zhaowen Wang,
Joon-Young Lee,
Zhe Lin,
Guo-Jun Qi
[pdf]
[bibtex]
@InProceedings{Hu_2017_CVPR_Workshops,
author = {Hu, Hao and Wang, Zhaowen and Lee, Joon-Young and Lin, Zhe and Qi, Guo-Jun},
title = {Temporal Domain Neural Encoder for Video Representation Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Recurrent Memory Addressing for Describing Videos
Arnav Kumar Jain,
Abhinav Agarwalla,
Kumar Krishna Agrawal,
Pabitra Mitra
[pdf] [arXiv]
[bibtex]
@InProceedings{Jain_2017_CVPR_Workshops,
author = {Kumar Jain, Arnav and Agarwalla, Abhinav and Krishna Agrawal, Kumar and Mitra, Pabitra},
title = {Recurrent Memory Addressing for Describing Videos},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Temporally Steered Gaussian Attention for Video Understanding
Shagan Sah,
Thang Nguyen,
Miguel Dominguez,
Felipe Petroski Such,
Raymond Ptucha
[pdf]
[bibtex]
@InProceedings{Sah_2017_CVPR_Workshops,
author = {Sah, Shagan and Nguyen, Thang and Dominguez, Miguel and Petroski Such, Felipe and Ptucha, Raymond},
title = {Temporally Steered Gaussian Attention for Video Understanding},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

SANet: Structure-Aware Network for Visual Tracking
Heng Fan,
Haibin Ling
[pdf] [arXiv]
[bibtex]
@InProceedings{Fan_2017_CVPR_Workshops,
author = {Fan, Heng and Ling, Haibin},
title = {SANet: Structure-Aware Network for Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Fixation Prediction in Videos Using Unsupervised Hierarchical Features
Julius Wang,
Hamed R. Tavakoli,
Jorma Laaksonen
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR_Workshops,
author = {Wang, Julius and Tavakoli, Hamed R. and Laaksonen, Jorma},
title = {Fixation Prediction in Videos Using Unsupervised Hierarchical Features},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Learning Latent Temporal Connectionism of Deep Residual Visual Abstractions for Identifying Surgical Tools in Laparoscopy Procedures
Kaustuv Mishra,
Rachana Sathish,
Debdoot Sheet
[pdf]
[bibtex]
@InProceedings{Mishra_2017_CVPR_Workshops,
author = {Mishra, Kaustuv and Sathish, Rachana and Sheet, Debdoot},
title = {Learning Latent Temporal Connectionism of Deep Residual Visual Abstractions for Identifying Surgical Tools in Laparoscopy Procedures},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Kernalised Multi-Resolution Convnet for Visual Tracking
Di Wu,
Wenbin Zou,
Xia Li,
Yong Zhao
[pdf] [arXiv]
[bibtex]
@InProceedings{Wu_2017_CVPR_Workshops,
author = {Wu, Di and Zou, Wenbin and Li, Xia and Zhao, Yong},
title = {Kernalised Multi-Resolution Convnet for Visual Tracking},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}