Publications

2019

Counting with Focus for Free
arXiv:1903.12206
Zenglin Shi, Pascal Mettes, and Cees G. M. Snoek [pdf]

Hyperspherical Prototype Networks
arXiv:1901.10514
Pascal Mettes, Elise van der Pol, and Cees G. M. Snoek [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]