Jan van Gemert

Publications

My Google Scholar profile provides a nice summary including citations.

Peer reviewed articles

2017

M.W. Huijser and J.C. van Gemert.   Active Decision Boundary Annotation with Deep Generative Models in International Conference on Computer Vision (ICCV), 2017. [pdf]

A. Gudi, N. van Rosmalen, M. Loog and J.C. van Gemert.   Object Extent Pooling for Weakly Supervised Single-Shot Localization in Britisch Machine Vision Conference (BMVC), 2017. [pdf]

N. Pezzotti, T. Hollt, J.C. van Gemert, B. P.F. Lelieveldt, E. Eisemann and A. Vilanova.   DeepEyes: Progressive Visual Analytics for Designing Deep Neural Networks in IEEE Transactions on Visualization and Computer Graphics (Proceedings of VAST), Volume 24, 2017. [pdf]

V. Vukotic, S.L. Pintea, C. Raymond, G. Gravier and J.C. van Gemert.   One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network in International Conference on Image Analysis and Processing (ICIAP), 2017. [pdf]

Y. Zhang, S.L. Pintea and J.C. van Gemert.   Video Acceleration Magnification in Computer Vision and Pattern Recognition (CVPR), 2017. [pdf | Project]

A. Bazzica, J.C. van Gemert, C.C.S. Liem and A. Hanjalic.   Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets in International Workshop on Deep Learning for Music in conjunction with the 2017 International Joint Conference on Neural Networks (IJCNN), 2017. [pdf, video]

M. Jain, J. C. van Gemert, P. Bouthemy, H. Jegou, C. Snoek.   Tubelets: Unsupervised action proposals from spatiotemporal super-voxels. In International Journal of Computer Vision (IJCV), 2017. (pdf)

S. Karaoglu, R. Tao, J.C. van Gemert and Th. Gevers.   Con-Text: Text Detection for Fine-grained Object Classification. In IEEE Transactions or Image Processing (TIP), 2017. To appear.

2016

S.L. Pintea and J.C. van Gemert.  Making a Case for Learning Motion Representations with Phase. in European Conference on Computer Vision (ECCV) workshop, 2016. [pdf]

J.F.P. Kooij and J.C. van Gemert.   Depth-Aware Motion Magnification in European Conference on Computer Vision (ECCV), 2016. [pdf | Supplemental]

P.S. Mettes, J.C. van Gemert, C.G.M. Snoek.  Spot On: Action Localization from Pointly-Supervised Proposals. in European Conference on Computer Vision (ECCV), 2016. [pdf]. Hollywood2Tubes dataset.

P.S. Mettes, J.C. van Gemert, C.G.M. Snoek.  No Spare Parts: Sharing Part Detectors for Image Categorization. In Computer Vision and Image Understanding (CVIU), 2016. [to appear]

S.L. Pintea, P.S. Mettes, J.C. van Gemert and A.W.M. Smeulders.   Featureless: Bypassing Feature Extraction in Action Categorization In International Conference on Image Processing (ICIP), 2016. (pdf)

S.L. Pintea, S. Karaoglu, J.C. van Gemert and A.W.M. Smeulders.   Large Scale Gaussian Process for Overlap-based Object Proposal Scoring In Computer Vision and Image Understanding (CVIU), 2016. (pdf)

J.H. Jacobson, J.C. van Gemert, Z. Lou, and A.W.M. Smeulders.   Structured Receptive Fields in CNNs In Computer Vision and Pattern Recognition (CVPR), 2016. (pdf). Caffe and Theano code availabe on github.

S. Kordumova, J.C. van Gemert and C. Snoek.   Exploring the Long Tail of Social Media Tags in International Conference on Multimedia Modelling (MMM), 2016. (pdf)

2015

M. Jain, J.C. van Gemert, T. Mensink and C. Snoek.   Objects2action: Classifying and localizing actions without any video example in International Conference on Computer Vision (ICCV), 2015. [pdf]

E. Gati, J. Schavemaker and J.C. van Gemert.   BING3D: Fast Spatio-Temporal Proposals for Action Localization in Netherlands Conference on Computer Vision (NCCV), 2015. (pdf)

J.C. van Gemert, M. Jain, E. Gati and C. Snoek.   APT: Action localization Proposals from dense Trajectories. In British Machine Vision Conference (BMVC), 2015. [.pdf | Presentation | code | precomputed tubes]

S. Karaoglu, I. Everts, J.C. van Gemert and Th. Gevers.   Per-patch metric learning for robust image matching. In International Conference on Image Processing (ICIP), 2015. [.pdf]

M. Jain, J.C. van Gemert, C. Snoek. What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?. In Computer Vision and Pattern Recognition (CVPR), 2015. [.pdf]

P. Mettes, J.C. van Gemert, S. Cappallo, T. Mensink, C. Snoek.  Bag-of-Fragments: Selecting and encoding video fragments for event detection and recounting. In International Conference on Multimedia Retrieval (ICMR), 2015. [.pdf]

2014

I. Everts, J. C. van Gemert, T. Mensink and Th. Gevers. Robustifying Descriptor Instability using Fisher Vectors. IEEE Trans. Image Processing, Accepted, 2014. [ .pdf | bibtex ]

I. Everts, J. C. van Gemert, and Th. Gevers. Evaluation of Spatio-Temporal Color Interest Points for Human Action Recognition. IEEE Trans. Image Processing, 23(4):1569-80, 2014. [ bibtex | .pdf]

J.C. van Gemert, C. Verschoor, P. Mettes, K. Epema, L.P. Koh, and S. Wich. Nature Conservation Drones for Automatic Localization and Counting of Animals In European Conference on Computer Vision workshop (ECCV Workshop on Computer Vision in Vehicle Technology), 2014. [.pdf | project | dataset]

S.L. Pintea, J. C. van Gemert, A. W. M. Smeulders. Dejavu: Motion Prediction in Static Images. In European Conference on Computer Vision (ECCV), 2014. [.pdf | Project]

J. C. van Gemert, J. G. M. Schavemaker, K. Bonenkamp. Automatic Statistics Extraction for Amateur Soccer Videos. In International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior), 2014. [.pdf]

M. Jain, J. C. van Gemert, P. Bouthemy, H. Jegou, C. Snoek. Action Localization by Tubelets from Motion. In Computer Vision and Pattern Recognition (CVPR), 2014. [.pdf]

T. Mensink and J. C. van Gemert.  The Rijksmuseum Challenge: Museum-Centered Visual Recognition. In International Conference on Multimedia Retrieval (ICMR), 2014. [.pdf | Data]

2013

M. Franken and J. C. van Gemert.   Automatic Egyptian Hieroglyph Recognition by Retrieving Images as Texts. In Proceedings of ACM Multimedia (ACM MM), 2013. [bibtex | .pdf | More info | dataset | Poster ]

E. Tasli, J. C. van Gemert and Th. Gevers.   Spot the Differences: From a Photograph Burst to the Single Best Picture. In Proceedings of ACM Multimedia (ACM MM), 2013. [bibtex | .pdf]

S. Karaoglu, J. C. van Gemert and Th. Gevers.   Con-Text: Text Detection Using Background Connectivity for Fine-Grained Object Classification. In Proceedings of ACM Multimedia (ACM MM), 2013. [bibtex | .pdf | dataset]

I. Everts, J. C. van Gemert and Th. Gevers.   Evaluation of Color STIPs for Human Action Recognition. In Computer Vision and Pattern Recognition (CVPR), 2013. [bibtex | poster | .pdf]

2012

I. Everts, J. C. van Gemert and Th. Gevers.   Per-patch Descriptor Selection using Surface and Scene Properties. In European Conference on Computer Vision (ECCV), 2012. [bibtex | .pdf]

S. Karaoglu, J. C. van Gemert and Th. Gevers.   Object Reading: Text Recognition for Object Recognition. In European Conference on Computer Vision workshop on Information fusion in computer vision for concept recognition (ECCV workshop), 2012. [bibtex | .pdf]

2011

J. C. van Gemert.  Exploiting Photographic Style for Category-Level Image Classification by Generalizing the Spatial Pyramid. In International Conference on Multimedia Retrieval (ICMR), April 2011. [bibtex | .pdf]

M. A. Migut, J. C. van Gemert and M. Worring.  Interactive decision making using dissimilarity to visually represented prototypes. In International Conference on Visual Analytics Science and Technology (VAST), 2011. [bibtex | .pdf]

2010

J. C. van Gemert. Robust visual scene categorization in context. PhD thesis, Sept 24, 2010. [ pdf | link]

J. C. van Gemert, C. J. Veenman, A. W. M. Smeulders, and J. M. Geusebroek. Visual word ambiguity. IEEE Trans. Pattern Analysis and Machine Intelligence, Volume 32 (7), page 1271--1283, 2010. [bibtex | pdf]

J. C. van Gemert, C. G. M. Snoek, C. J. Veenman, A. W. M. Smeulders, and J. M. Geusebroek. Comparing Compact Codebooks for Visual Categorization. Computer Vision and Image Understanding, Volume 114 (4), page 1673-1687, 2010. [bibtex | .pdf]

2009

J. C. van Gemert, C. J. Veenman, and J. M. Geusebroek. Episode-constrained cross-validation in video concept retrieval. IEEE Trans. Multimedia, 11(4):780-785, 2009. [bibtex | .pdf]

2008

J. C. van Gemert, J. M. Geusebroek, C. J. Veenman, and A. W. M. Smeulders. Kernel codebooks for scene categorization. In European Conference on Computer Vision (ECCV), October 2008. [bibtex | poster | .pdf]

V. Yanulevskaya, J. C. van Gemert, K. Roth, A. K. Herbold, N. Sebe, and J. M. Geusebroek. Emotional valence categorization using holistic image features. In IEEE International Conference on Image Processing (ICIP). IEEE Computer Society, 2008. [bibtex | .pdf]

2007

A. W. M. Smeulders, J. C. van Gemert, B. Huurnink, D. C. Koelma, O. de Rooij, K. E. A. van de Sande, C. G. M. Snoek, C. J. Veenman, and M. Worring. Semantic video search. In Int Conf on Image Analysis and Processing (ICIAP), Modena, Italy, September 2007. [bibtex | .pdf]

2006

J. C. van Gemert, G. J. Burghouts, F.J. Seinstra, and J. M. Geusebroek. Color invariant object recognition using entropic graphs. International Journal of Imaging Systems and Technology, 16(5):146-153, 2006. [bibtex | .pdf]

J. C. van Gemert, C. G. M. Snoek, C. J. Veenman, and A. W. M. Smeulders. The influence of cross-validation on video classification performance. In Proceedings of ACM Multimedia (ACM MM), October 2006. [bibtex | .pdf]

C. G. M. Snoek, M. Worring, J. C. van Gemert, J. M. Geusebroek, and A. W. M. Smeulders. The challenge problem for automated detection of 101 semantic concepts in multimedia. In Proceedings of ACM Multimedia (ACM MM), October 2006. [bibtex | .pdf]

M. Worring, C. G. M. Snoek, B. Huurnink, J. C. van Gemert, D.C. Koelma, and O. de Rooij. The mediamill large.lexicon concept suggestion engine. In Proceedings of ACM Multimedia (ACM MM), 2006. [bibtex | .pdf]

J. C. van Gemert, J. M. Geusebroek, C. J. Veenman, C. G. M. Snoek, and A. W. M. Smeulders. Robust scene categorization by learning image statistics in context. In CVPR Workshop on Semantic Learning Applications in Multimedia (CVPR-SLAM), 2006. [bibtex | .pdf]

A. W. M. Smeulders, J. C. van Gemert, J. M. Geusebroek, C. G. M. Snoek, and M. Worring. Browsing for the national dutch archive. In International Symposium on Communications, Control and Signal Processing (ISCCSP), 2006. [bibtex | .pdf]

2005

C. G. M. Snoek, M. Worring, J. C. van Gemert, J. M. Geusebroek, D.C. Koelma, G.P.Nguyen, O. de Rooij, , and F.J. Seinstra. Mediamill: Exploring news video archives based on learned semantics. In Proceedings of ACM Multimedia (ACM), 2005. Best technical demo award. [bibtex | http | .pdf]

2004

P. Wolf, J. Woelfel, J. C. van Gemert, B. Raj, and D. Wong. Spokenquery: An alternate approach to choosing items with speech. In International Conference on Speech and Language Processing (ICSLP), October 2004. [bibtex | .pdf]

V. Divi, C. Forlines, J. C. van Gemert, B. Raj, B. Schmidt-Nielsen, K. Wittenburg, J. Woelfel, P. Wolf, and F. Zhang. A speech-in list-out approach to spoken user interfaces. In Human Language Technology Conference (HLT), May 2004. [bibtex | .pdf]

M. Worring, G.P. Nguyen, L. Hollink, J. C. van Gemert, and D.C. Koelma. Accessing video archives using interactive search. In International Conference on Multimedia and Expo (ICME), 2004. [bibtex | .pdf]

2002

M. Worring, A. Bagdanov, J. C. van Gemert, J. M. Geusebroek, M.A. Hoang, A. T. Schreiber, C. G. M. Snoek, J. Vendrig, J. Wielemaker, and A. W. M. Smeulders. interactive indexing and retrieval of multimedia content. In Proceedings of the 29th Annual Conference on Current Trends in Theory and Practice of Informatics (SOFSEM), volume LNCS 2540, pages 135-148. Springer-Verlag, 2002. [bibtex | .pdf]

J. M. Geusebroek, M.A. Hoang, J. C. van Gemert, and M. Worring. Genre-based search through biomedical images. In Proceedings of the 16th International Conference on Pattern Recognition (ICPR), volume 1, page IV.1. IEEE Computer Society, 2002. [bibtex | .ps | .pdf]

2000

J. M. Geusebroek, M.A. Hoang, J. C. van Gemert, and M. Worring. Searching for images in biomedical publications. In S. Ghebreab, A. W. M. Smeulders, and J. Duncan, editors, VisIm Workshop (MICCAI), 2001. [bibtex | .ps.gz | .pdf]

Technical reports

S. Kordumova, J. C. van Gemert, C. G. M. Snoek and A. W. M. Smeulders. Searching Scenes by Abstracting Things. In arXiv, 2016. [paper]

M. Jain, J. C. van Gemert, P. Mettes, C. Snoek. University of Amsterdam at THUMOS 2015. In Computer Vision and Pattern Recognition workshop (CVPRw), 2015. [.pdf]

M. Jain, J. C. van Gemert, C. Snoek. University of Amsterdam at THUMOS 2014. In European Conference on Computer Vision workshop (ECCVw), 2014. (Winner of the classification task) [.pdf]

T. Westerveld, R. Cornacchia, A.P. de Vries, J. C. van Gemert, and D. Hiemstra. An integrated approach to text and image retrieval- the lowlands team at trecvid 2005. In Proceedings of the 3rd TRECVID Workshop, November 2005. [bibtex | .pdf]

C. G. M. Snoek, J. C. van Gemert, J. M. Geusebroek, B. Huurnink, D.C. Koelma, G.P. Nguyen, O. de Rooij, F.J. Seinstra, A. W. M. Smeulders, C. J. Veenman, and M. Worring. The mediamill TRECVID 2005 semantic video search engine. In Proceedings of the 3rd TRECVID Workshop, November 2005. [bibtex | .pdf]

J. M. Geusebroek, G. J. Burghouts, J. C. van Gemert, and A. W. M. Smeulders. Invariant representations to prepare for content based image retrieval from first principles. In R. Veltkamp, editor, Trends and Advances in Content-Based Image and Video Retrieval. Springer Verlag, Berlin, 2005. [bibtex | .pdf]

M. Worring, G. P. Nguyen, L. Hollink, J. C. van Gemert, and D. C. Koelma. Interactive search using indexing, filtering, browsing and ranking. In Proceedings of the 1st TRECVID Workshop, November 2003. [bibtex | .pdf]

J. C. van Gemert. Retrieving images as text. Master's thesis, University of Amsterdam, The Netherlands, May 2003. [bibtex | .pdf]

J. C. van Gemert. practical tutorial for using corba. Technical Report Nr. 24, ISIS, April 2000. [bibtex | .pdf]

J. C. van Gemert. text mining tools on the internet. Technical Report Nr. 25, ISIS, September 2000. [bibtex | .pdf]

Valid XHTML 1.0 Transitional
Valid CSS!