Thomas Mensink
Thomas Mensink
Research Scientist - Google Research
Verified email at google.com - Homepage
TitleCited byYear
Improving the fisher kernel for large-scale image classification
F Perronnin, J Sánchez, T Mensink
European conference on computer vision, 143-156, 2010
24262010
Image classification with the Fisher vector: Theory and practice
J Sánchez, F Perronnin, T Mensink, J Verbeek
International journal of computer vision 105 (3), 222-245, 2013
12112013
Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation
M Guillaumin, T Mensink, J Verbeek, C Schmid
2009 IEEE 12th international conference on computer vision, 309-316, 2009
6712009
Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost
T Mensink, J Verbeek, F Perronnin, G Csurka
ECCV-European Conference on Computer Vision, 2012
1922012
Distance-Based Image Classification: Generalizing to New Classes at Near Zero Cost
T Mensink, J Verbeek, F Perronnin, G Csurka
Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2013
1822013
COSTA: Co-Occurrence Statistics for Zero-Shot Classification
T Mensink, E Gavves, CGM Snoek
IEEE Conference on Computer Vision and Pattern Recognition, 2014
1722014
Image annotation with tagprop on the mirflickr set
J Verbeek, M Guillaumin, T Mensink, C Schmid
Proceedings of the international conference on Multimedia information …, 2010
1002010
Videostory: A new multimedia embedding for few-example recognition and translation of events
A Habibian, T Mensink, CGM Snoek
Proceedings of the 22nd ACM international conference on Multimedia, 17-26, 2014
932014
Automatic face naming with caption-based supervision
M Guillaumin, T Mensink, J Verbeek, C Schmid
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
932008
Objects2action: Classifying and localizing actions without any video example
M Jain, JC van Gemert, T Mensink, CGM Snoek
Proceedings of the IEEE International Conference on Computer Vision, 4588-4596, 2015
822015
Face recognition from caption-based supervision
M Guillaumin, T Mensink, J Verbeek, C Schmid
International Journal of Computer Vision 96 (1), 64-82, 2012
782012
Face recognition from caption-based supervision
M Guillaumin, T Mensink, J Verbeek, C Schmid
International Journal of Computer Vision 96 (1), 64-82, 2012
782012
Learning structured prediction models for interactive image labeling
T Mensink, J Verbeek, G Csurka
US Patent 8,774,515, 2014
592014
Composite Concept Discovery for Zero-Shot Video Event Detection
A Habibian, T Mensink, CGM Snoek
Proceedings of International Conference on Multimedia Retrieval, 17, 2014
592014
Learning structured prediction models for interactive image labeling
GC Thomas Mensink, Jakob Verbeek
US Patent 20,120,269,436, 2012
59*2012
Metric learning for nearest class mean classifiers
T Mensink, J Verbeek, G Csurka, F Perronnin
US Patent 9,031,331, 2015
562015
Metric learning for nearest class mean classifiers
T Mensink, J Verbeek, G Csurka, F Perronnin
US Patent 9,031,331, 2015
562015
The Rijksmuseum Challenge: Museum-Centered Visual Recognition
T Mensink, J van Gemert
ICMR, 2014
462014
Large scale image classification
F Perronnin, J Sanchez, T Mensink
US Patent 8,532,399, 2013
452013
Large scale image classification
F Perronnin, J Sanchez, T Mensink
US Patent 8,532,399, 2013
452013
Active transfer learning with zero-shot priors: Reusing past datasets for future tasks
E Gavves, T Mensink, T Tommasi, CGM Snoek, T Tuytelaars
Proceedings of the IEEE International Conference on Computer Vision, 2731-2739, 2015
442015
Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks
E Gavves, T Mensink, T Tommasi, CGM Snoek, T Tuytelaars
Proceedings of the IEEE International Conference on Computer Vision, 2731-2739, 2015
442015
Learning structured prediction models for interactive image labeling
T Mensink, J Verbeek, G Csurka
CVPR 2011, 833-840, 2011
422011
Latent Factors of Visual Popularity Prediction
S Cappallo, T Mensink, CGM Snoek
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015
402015
Bag-of-fragments: Selecting and encoding video fragments for event detection and recounting
P Mettes, JC van Gemert, S Cappallo, T Mensink, CGM Snoek
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015
382015
MediaMill at TRECVID 2014: Searching concepts, objects, instances and events in video
CGM Snoek, KEA Sande, D Fontijne, S Cappallo, J Gemert, A Habibian, ...
National Institute of Standards and Technology, 2014
372014
Improving people search using query expansions
T Mensink, J Verbeek
European Conference on Computer Vision, 86-99, 2008
372008
Improving people search using query expansions - How Friends Help to Find People
T Mensink, J Verbeek
Computer Vision–ECCV 2008, 86-99, 2008
37*2008
Tree-structured CRF Models for Interactive Image Labeling
T Mensink, J Verbeek, G Csurka
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2012
322012
Image2emoji: Zero-shot emoji prediction for visual media
S Cappallo, T Mensink, CGM Snoek
Proceedings of the 23rd ACM international conference on Multimedia, 1311-1314, 2015
272015
Attributes make sense on segmented objects
Z Li, E Gavves, T Mensink, CGM Snoek
European Conference on Computer Vision, 350-365, 2014
252014
LEAR and XRCE's participation to visual concept detection task - ImageCLEF 2010
T Mensink, G Csurka, F Perronnin, J Sánchez, J Verbeek
ImageCLEF-Workshop Cross Language Image Retrieval, 48, 2010
242010
Discovering Semantic Vocabularies for Cross-Media Retrieval
A Habibian, T Mensink, CGM Snoek
Proceedings of the 5th ACM on International Conference on Multimedia …, 2015
212015
Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams.
M Nagel, T Mensink, CGM Snoek
BMVC 2, 6, 2015
212015
VideoStory Embeddings Recognize Events when Examples are Scarce
A Habibian, T Mensink, CGM Snoek
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
202016
Distributed EM learning for appearance based multi-camera tracking
T Mensink, W Zajdel, B Krose
2007 First ACM/IEEE International Conference on Distributed Smart Cameras …, 2007
182007
Video2vec Embeddings Recognize Events when Examples are Scarce
A Habibian, T Mensink, CGM Snoek
16*
Retrieval systems and methods employing probabilistic cross-media relevance feedback
T Mensink, J Verbeek, G Csurka
US Patent 8,538,896, 2013
142013
Retrieval systems and methods employing probabilistic cross-media relevance feedback
T Mensink, J Verbeek, G Csurka
US Patent 8,538,896, 2013
142013
Online Open World Recognition
R De Rosa, T Mensink, B Caputo
arXiv preprint arXiv:1604.02275, 2016
102016
EP for efficient stochastic control with obstacles
T Mensink, J Verbeek, B Kappen
European Conference on Artificial Intelligence (ECAI '10), 2010
92010
Pooling Objects for Recognizing Scenes without Examples
S Kordumova, T Mensink, CGM Snoek
82016
Compressed Fisher Vectors for Large-Scale Image Classification
J Sánchez, F Perronnin, T Mensink, J Verbeek
Rapport de recherche RR-8209, INRIA, 2013
82013
Query-by-emoji video search
S Cappallo, T Mensink, CGM Snoek
Proceedings of the 23rd ACM international conference on Multimedia, 735-736, 2015
62015
Robustifying descriptor instability using fisher vectors
I Everts, JC van Gemert, T Mensink, T Gevers
IEEE Transactions on Image Processing 23 (12), 5698-5706, 2014
62014
Large scale metric learning for distance-based image classification
T Mensink, J Verbeek, F Perronnin, G Csurka
INRIA, 2012
62012
INRIA-LEARs participation to ImageCLEF 2009
M Douze, M Guillaumin, T Mensink, C Schmid, J Verbeek
62009
New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval
S Cappallo, S Svetlichnaya, P Garrigues, T Mensink, CGM Snoek
IEEE Transactions on Multimedia 21 (2), 402-415, 2018
52018
Video Stream Retrieval of Unseen Queries using Semantic Memory
S Cappallo, T Mensink, CGM Snoek
arXiv preprint arXiv:1612.06753, 2016
52016
Three for one and one for three: Flow, Segmentation, and Surface Normals
HA Le, AS Baslamisli, T Mensink, T Gevers
arXiv preprint arXiv:1807.07473, 2018
42018
Deep nearest class mean classifiers
S Guerriero, B Caputo, T Mensink
International Conference on Learning Representations, Worskhop Track, 2018
42018
Weighted transmedia relevance feedback for image retrieval and auto-annotation
T Mensink, J Verbeek, G Csurka
INRIA, 2011
42011
Multi-Observations Newscast EM for Distributed Multi-Camera Tracking
T Mensink
Universiteit van Amsterdam, 2007
42007
DeepNCM: Deep Nearest Class Mean Classifiers
S Guerriero, B Caputo, T Mensink
32018
Learning to Rank and Quadratic Assignment
T Mensink, J Verbeek, T Caetano
NIPS Workshop on Discrete Optimization in Machine Learning, 2011
32011
Spotting Audio-Visual Inconsistencies (SAVI) in Manipulated Video
R Bolles, JB Burns, M Graciarena, A Kathol, A Lawson, M McLaren, ...
22017
Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets
T Mensink, J Verbeek, F Perronnin, G Csurka
Advanced Topics in Computer Vision, 243-276, 2013
22013
Apprentissage de distance pour l'annotation d'images par plus proches voisins
M Guillaumin, J Verbeek, C Schmid, T Mensink
RFIA 2010-Reconnaissance des Formes et Intelligence Artificielle, 2010
22010
IterGANs: Iterative GANs to learn and control 3D object transformation
Y Galama, T Mensink
Computer Vision and Image Understanding, 102803, 2019
12019
Iterative GANs for Rotating Visual Objects
Y Galama, T Mensink
12018
Learning Image Classification and Retrieval Models - Apprentissage de Modčles pour la Classification et la Recherche d'Images
T Mensink
Université de Grenoble, 2012
1*2012
Trans Media Relevance Feedback for Image Autoannotation
T Mensink, J Verbeek, G Csurka
British Machine Vision Conference (BMVC '10), 2010
12010
Interactive Exploration of Journalistic Video Footage through Multimodal Semantic Matching
S Ibrahimi, S Chen, D Arya, A Camara, Y Chen, T Crijns, M van der Goes, ...
2019
3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation
Y Chen, T Mensink, E Gavves
2019
Unsupervised Generation of Optical Flow Datasets from Videos in the Wild
HA Le, T Nimbhorkar, T Mensink, S Karaoglu, AS Baslamisli, T Gevers
arXiv preprint arXiv:1812.01946, 2018
2018
Music-Guided Video Summarization using Quadratic Assignments
T Mensink, T Jongstra, P Mettes, CGM Snoek
Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017
2017
Semantic multisensory embeddings for video search by text
A Habibian, TEJ Mensink, CGM Snoek
US Patent App. 15/080,501, 2016
2016
Multi-Observations Newscast EM for Distributed Appearance Based Tracking
T Mensink, W Zajdel, B Kröse
19th Belgian-Dutch Conference on Artificial Intelligence (BNAIC '07), 2007
2007
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