Publications

2020

Searching for Actions on the Hyperbole
Computer Vision and Pattern Recognition (CVPR)
Teng Long, Pascal Mettes, Heng Tao Shen, and Cees G. M. Snoek [pdf]

Heterogeneous Non-Local Fusion for Multimodal Activity Recognition
International Conference on Multimedia Retrieval (ICMR) (oral)
Petr Byvshev, Pascal Mettes, and Yu Xiao [pdf]

Interactivity Proposals for Surveillance Videos
International Conference on Multimedia Retrieval (ICMR) (oral)
Shuo Chen, Pascal Mettes, and Cees G. M. Snoek [pdf]

Trajectory Prediction Network for Future Anticipation of Ships
International Conference on Multimedia Retrieval (ICMR) (oral)
Pim Dijt and Pascal Mettes [pdf]

Shuffled ImageNet-Banks for Video Event Detection and Search
ACM Transactions on Multimedia Computing Communications and Applications (TOMM)
Pascal Mettes, Dennis C. Koelma, and Cees G. M. Snoek [pdf]

2019

Hyperspherical Prototype Networks
Advances in Neural Information Processing Systems (NeurIPS)
Pascal Mettes, Elise van der Pol, and Cees G. M. Snoek [pdf]

Counting with Focus for Free
International Conference on Computer Vision (ICCV)
Zenglin Shi, Pascal Mettes, and Cees G. M. Snoek [pdf]

SILCO: Show a Few Images, Localize the Common Object
International Conference on Computer Vision (ICCV)
Tao Hu, Pascal Mettes, Jia-Hong Huang, and Cees G. M. Snoek [pdf]

Bayesian 3D ConvNets for Action Recognition from Few Examples
nternational Conference on Computer Vision workshops (ICCVw)
Martin de la Riva and Pascal Mettes [pdf]

4-Connected Shift Residual Networks
International Conference on Computer Vision workshops (ICCVw) (oral)
Andrew Brown, Pascal Mettes, Marcel Worring [pdf]

Interactive Exploration of Journalistic Video Footage through Multimodal Semantic Matching
ACM Multimeda (MM) demo
Sarah Ibrahimi, Shuo Chen, Devanshu Arya, Arthur Camara, Yunlu Chen, Tanja Crijns, Maurits van der Goes, Thomas Mensink, Emiel van Miltenburg, Daan Odijk, William Thong, Jiaojiao Zhao, and Pascal Mettes [pdf]

2018

Using Phase instead of Optical Flow for Action Recognition
European Conference on Computer Vision workshops (ECCVw)
Omar Hommos, Silvia L. Pintea, Pascal Mettes, and Jan C. van Gemert [pdf]

Pointly-Supervised Action Localiation
International Journal of Computer Vision (IJCV)
Pascal Mettes and Cees G. M. Snoek [pdf]

Spatio-Temporal Instance Learning: Action Tubes from Class Supervision
arXiv:1807.02800
Pascal Mettes and Cees G. M. Snoek [pdf]

2017

Objects for Spatio-Temporal Activity Recognition in Videos
PhD Thesis, University of Amsterdam
Pascal Mettes [pdf]

Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions
International Conference on Computer Vision (ICCV) (oral)
Pascal Mettes and Cees G. M. Snoek [pdf]

Localizing Actions from Video Labels and Pseudo-Annotations
British Machine Vision Conference (BMVC)
Pascal Mettes, Cees G. M. Snoek, and Shih-Fu Chang [pdf]

Music-Guided Video Summarization using Quadratic Assignments
International Conference on Multimedia Retrieval (ICMR)
Thomas Mensink, Thomas Jongstra, Pascal Mettes, and Cees G. M. Snoek [pdf]

2016

Featureless: Bypassing feature extraction in action categorization
International Conference on Image Processing (ICIP)
Silvia-Laura Pintea, Pascal Mettes, Jan C. van Gemert, and Arnold W. M. Smeulders [pdf]

Spot On: Action Localization from Pointly-Supervised Proposals
European Conference on Computer Vision (ECCV) (oral)
Pascal Mettes, Jan C. van Gemert, and Cees G. M. Snoek [pdf]

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection
International Conference on Multimedia Retrieval (ICMR)
Pascal Mettes, Dennis C. Koelma and Cees G. M. Snoek [pdf]

No Spare Parts: Sharing Part Detectors for Image Categorization
Computer Vision and Image Understanding (CVIU)
Pascal Mettes, Jan C. van Gemert, and Cees G. M. Snoek [pdf]

Water Detection through Spatio-Temporal Invariant Descriptors
Computer Vision and Image Understanding (CVIU)
Pascal Mettes, Robby T. Tan, and Remco C. Veltkamp [pdf]

2015

Bag-of-Fragments: Selecting and Encoding Video Fragments for Event Detection and Recounting
International Conference on Multimedia Retrieval (ICMR) 2015
Pascal Mettes, Jan C. van Gemert, Spencer Cappallo, Thomas Mensink, and Cees G. M. Snoek [pdf]

Qualcomm Research and University of Amsterdam at TRECVID 2015: Recognizing concepts, objects, and events in video
NIST TRECVID Workshop 2015
Cees G. M. Snoek et al. [pdf]

University of Amsterdam at THUMOS 2015
Computer Vision and Pattern Recognition workshop (CVPRw) 2015
Mihir Jain, Jan C. van Gemert, Pascal Mettes, and Cees G. M. Snoek [pdf]

2014

Nature Conservation Drones for Automatic Localization and Counting of Animals
European Conference on Computer Vision workshop (ECCVw) 2014
Jan C. van Gemert, Camiel R. Verschoor, Pascal Mettes, Kitso Epema, Lian Pin Koh, and Serge Wich [pdf]

On the segmentation and classification of water in videos
Computer Vision Theory and Applications (VISAPP) 2014
Pascal Mettes, Robby T. Tan, and Remco C. Veltkamp [pdf]

A bottom-up approach to class-dependent feature selection for material classification
Computer Vision Theory and Applications (VISAPP) 2014
Pascal Mettes, Robby T. Tan, and Remco C. Veltkamp [pdf]

MediaMill at TRECVID 2014: Searching concepts, objects, instances and events in video
NIST TRECVID Workshop 2014
Cees G. M. Snoek et al. [pdf]