2019

2 results
chen193dv

3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation

Yunlu Chen, Thomas Mensink, Efstratios Gavves
In International Conference on 3D Vision (3DV) | 2019.
[bibtex] [pdf] [arxiv]

galama19cviu

IterGANs: Iterative GANs to learn and control 3D object transformation

Ysbrand Galama, Thomas Mensink
In Computer Vision and Image Understanding (CVIU) | 2019.
[bibtex] [pdf] [doi]

2018

6 results
le18arxiv

Unsupervised Generation of Optical Flow Datasets from Videos in the Wild

HoangAn Le, Tushar Nimbhorkar, Thomas Mensink, Sezer Karaoglu, Anil Baslamisli, Theo Gevers
| 2018 | ArXiV preprint (1812.01946).
[bibtex] [pdf] [arxiv]

galama18arxiv

IterGANs: Iterative GANs to Learn and Control 3D Object Transformation

Ysbrand Galama, Thomas Mensink
| 2018 | ArXiV preprint (1804.05651), v2 updated September 2019.
[bibtex] [pdf] [code] [arxiv]

le18bmvc

Three for one and one for three: Flow, Segmentation, and Surface Normals

HoangAn Le, Anil Baslamisli, Thomas Mensink, Theo Gevers
In British Machine Vision Conference (BMVC) | 2018 | oral, acceptance rate 4.3%.
[bibtex] [pdf] [arxiv]

galama18iclrw

IterGANs: Iterative GANs for Rotating Visual Objects

Ysbrand Galama, Thomas Mensink
In International Conference on Learning Representations - Workshop (ICLRw) | 2018.
[bibtex] [pdf] [poster] [code] [arxiv]

guerriero18iclrw

DeepNCM: Deep Nearest Class Mean Classifiers

Samantha Guerriero, Barbara Caputo, Thomas Mensink
In International Conference on Learning Representations - Workshop (ICLRw) | 2018.
[bibtex] [pdf] [poster] [code]

cappallo18tmm

The New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval

Spencer Cappallo, Stacey Svetlichnaya, Pierre Garrigues, Thomas Mensink, Cees G. M. Snoek
In Transactions on Multi Media (TMM) | 2018 | In press.
[bibtex] [pdf] [arxiv] [doi]

2017

2 results
bolles17cvprwmf

SAVI: Spotting Audio-Visual Inconsistencies in Manipulated Video

Robert Bolles, Brian Burns, Martin Graciarena, Andreas Kathol, Aaron Lawson, Mitchell McLaren, Thomas Mensink
In CVPR Workshop on Media Forensics | 2017.
[bibtex] [pdf]

mensink17icmr

Music-Guided Video Summarization using Quadratic Assignments

Thomas Mensink, Thomas Jongstra, Pascal Mettes, Cees Snoek
In ACM International Conference on Multimedia Retrieval (ICMR) | 2017 | Spotlight.
[bibtex] [pdf] [video]

2016

4 results
habibian16pami

Video2vec Embeddings Recognize Events when Examples are Scarce

Amir Habibian, Thomas Mensink, Cees Snoek
In Transactions on Pattern Analysis and Machine Intelligence (PAMI) | 2016 | to appear.
[bibtex] [pdf] [arxiv]

cappallo16bmvc

Video Stream Retrieval of Unseen Queries using Semantic Memory

Spencer Cappallo, Thomas Mensink, Cees Snoek
In British Machine Vision Conference (BMVC) | 2016 | Oral, acceptance rate 10%.
[bibtex] [pdf]

derosa16arxiv

Online Open World Recognition

Rocco de Rosa, Thomas Mensink, Barbara Caputo
Technical report | ArXiV | 2016.
[bibtex] [pdf]

kordumova16icmr

Pooling Objects for Recognizing Scenes without Examples

Svetlana Kordumova, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia Retrieval (ICMR) | 2016 | Best paper award.
[bibtex] [pdf]

2015

8 results
jain15iccv

Objects2action: Classifying and localizing actions without any video example

Mihir Jain, Jan van Gemert, Thomas Mensink, Cees Snoek
In International Conference on Computer Vision (ICCV) | 2015 | 82 citations.
[bibtex] [pdf] [cites]

gavves15iccv

Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks

Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees Snoek, Tinne Tuytelaars
In International Conference on Computer Vision (ICCV) | 2015 | 45 citations.
[bibtex] [pdf] [cites]

cappallo15acmmm

Image2Emoji: Zero-shot Emoji Prediction for Visual Media

Spencer Cappallo, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia (ACMMM) | 2015 | 27 citations.
[bibtex] [pdf] [cites]

cappallo15acmmmdemo

Query-by-Emoji Video Search

Spencer Cappallo, Thomas Mensink, Cees Snoek
| 2015.
[bibtex] [pdf]

nagel15bmvc

Event Fisher Vectors: Robust Encoding Visual Diversity of Visual Streams

Markus Nagel, Thomas Mensink, Cees Snoek
In British Machine Vision Conference (BMVC) | 2015 | Oral, acceptance rate 7%.
[bibtex] [pdf] [cites]

cappallo15icmr

Latent Factors of Visual Popularity Prediction

Spencer Cappallo, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia Retrieval (ICMR) | 2015 | Oral, 40 citations.
[bibtex] [pdf] [cites]

mettes15icmr

Bag-of-Fragments: Selecting and encoding video fragments for event detection and recounting

Pascal Mettes, Jan van Gemert, Spencer Cappallo, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia Retrieval (ICMR) | 2015 | 38 citations.
[bibtex] [pdf] [cites]

habibian15icmr

Discovering Semantic Vocabularies for Cross-Media Retrieval

Amir Habibian, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia Retrieval (ICMR) | 2015 | Oral.
[bibtex] [pdf] [cites]

2014

7 results
snoek14trecvid

MediaMill at TRECVID 2014: Searching Concepts, Objects, Instances and Events in Video

Cees Snoek, Koen van de Sande, Daniel Fontijne, Spencer Cappallo, Jan van Gemert, Amir Habibian, Thomas Mensink, Pascal Mettes, Ran Tao, Dennis Koelma, Arnold Smeulders
Proceedings of the TRECVID Workshop (TRECVID) | 2014.
[bibtex] [pdf] [cites]

habibian14acmmm

VideoStory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events

Amir Habibian, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia (ACMMM) | 2014 | Best paper award, 93 citations.
[bibtex] [pdf] [cites]

li14eccv

Attributes Make Sense on Segmented Objects

Zhenyang Li, Efstratios Gavves, Thomas Mensink, Cees Snoek
In European Conference on Computer Vision (ECCV) | 2014 | 25 citations.
[bibtex] [pdf] [cites]

everts14tip

Robustifying Descriptor Instability using Fisher Vectors

Ivo Everts, Jan van Gemert, Thomas Mensink, Theo Gevers
In Transactions on Image Processing (TIP) | 2014.
[bibtex] [pdf] [cites]

mensink14cvpr

COSTA: Co-Occurrence Statistics for Zero-Shot Classification

Thomas Mensink, Efstratios Gavves, Cees Snoek
In Conference on Computer Vision and Pattern Recognition (CVPR) | 2014 | 174 citations.
[bibtex] [pdf] [poster] [cites]

mensink14icmr

The Rijksmuseum Challenge: Museum-Centered Visual Recognition

Thomas Mensink, Jan van Gemert
In ACM International Conference on Multimedia Retrieval (ICMR) | 2014 | 49 citations.
[bibtex] [pdf] [poster] [code] [cites]

habibian14icmr

Composite Concept Discovery for Zero-Shot Video Event Detection

Amir Habibian, Thomas Mensink, Cees Snoek
In ACM International Conference on Multimedia Retrieval (ICMR) | 2014 | Oral, 59 citations.
[bibtex] [pdf] [code] [cites]

2013

4 results
mensink13pami

Distance-Based Image Classification: Generalizing to New Classes at Near Zero Cost

Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka
In Transactions on Pattern Analysis and Machine Intelligence (PAMI) | 2013 | 183 citations.
[bibtex] [pdf] [code] [cites]

sanchez13ijcv

Image Classification with the Fisher Vector: Theory and Practice

Jorge Sánchez, Florent Perronnin, Thomas Mensink, Jakob Verbeek
In International Journal on Computer Vision (IJCV) | 2013 | 1222 citations.
[bibtex] [pdf] [code] [cites]

sanchez13tr

Image Classification with the Fisher Vector: Theory and Practice

Jorge Sánchez, Florent Perronnin, Thomas Mensink, Jakob Verbeek
Technical report | INRIA | 2013.
[bibtex] [pdf] [cites]

mensink13atcv

Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets

Thomas Mensink, Jakob Verbeek, Florent Perronnin, Csurka, Gabriela
Chapter in Advanced Topics in Computer Vision,G. M. Farinella, S. Battiato, R. Cipolla, eds. | Springer | 2013.
[bibtex] [pdf] [cites]

2012

5 results
mensink12pami

Tree-structured CRF Models for Interactive Image Labeling

Thomas Mensink, Jakob Verbeek, Gabriela Csurka
In Transactions on Pattern Analysis and Machine Intelligence (PAMI) | IEEE | 2012.
[bibtex] [pdf] [code] [cites]

mensink12eccv

Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost

Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka
In European Conference on Computer Vision (ECCV) | 2012 | Oral, acceptance rate 2.8%, 193 citations.
[bibtex] [pdf] [video] [code] [cites]

mensink12phd

Learning Image Classification and Retrieval Models

Thomas Mensink
PhD thesis, Université de Grenoble, INRIA-Grenoble, and Xerox Research Centre Europe | 2012.
[bibtex] [pdf] [www]

guillaumin12ijcv

Face recognition from caption-based supervision

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid
In International Journal on Computer Vision (IJCV) | 2012 | 78 citations.
[bibtex] [pdf] [cites]

mensink12tr

Large Scale Metric Learning for Distance-Based Image Classification

Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka
Technical report | INRIA | 2012.
[bibtex] [pdf] [cites]

2011

3 results
mensink11cvpr

Learning structured prediction models for interactive image labeling

Thomas Mensink, Jakob Verbeek, Gabriela Csurka
In Conference on Computer Vision and Pattern Recognition (CVPR) | 2011 | 42 citations.
[bibtex] [pdf] [poster] [cites]

mensink11discml

Learning to Rank and Quadratic Assignment

Thomas Mensink, Jakob Verbeek, Tiberio Caetano
In NIPS Workshop on Discrete Optimization in Machine Learning | 2011.
[bibtex] [pdf] [poster] [cites]

mensink11tr

Weighted Transmedia Relevance Feedback for Image Retrieval and Auto-annotation

Thomas Mensink, Jakob Verbeek, Gabriela Csurka
Technical report | INRIA | 2011.
[bibtex] [pdf] [cites]

2010

7 results
mensink10bmvc

Trans Media Relevance Feedback for Image Autoannotation

Thomas Mensink, Jakob Verbeek, Gabriela Csurka
In British Machine Vision Conference (BMVC) | 2010.
[bibtex] [pdf] [poster]

mensink10ecai

EP for Efficient Stochastic Control with Obstacles

Thomas Mensink, Jakob Verbeek, Bert Kappen
In European Conference on Artificial Intelligence (ECAI) | 2010 | Oral.
[bibtex] [pdf] [cites]

mensink10iclef

LEAR and XRCE's participation to Visual Concept Detection Task - ImageCLEF 2010

Thomas Mensink, Gabriela Csurka, Florent Perronnin, Jorge Sánchez, Jakob Verbeek
Working Notes of the CLEF Workshop | 2010.
[bibtex] [pdf] [cites]

guillaumin10rfia

Apprentissage de distance pour l'annotation d'images par plus proches voisins

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid, Thomas Mensink
In Reconnaissance des Formes et Intelligence Artificielle | 2010.
[bibtex] [pdf] [cites]

guillaumin10tr

Face recognition from caption-based supervision

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid
Technical report | INRIA | 2010.
[bibtex] [pdf]

perronnin10eccv

Improving the Fisher Kernel for Large-Scale Image Classification

Florent Perronnin, Jorge Sánchez, Thomas Mensink
In European Conference on Computer Vision (ECCV) | 2010 | 2432 citations.
[bibtex] [pdf] [poster] [cites]

verbeek10mir

Image Annotation with TagProp on the MIRFLICKR set

Jakob Verbeek, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid
In ACM Multimedia Information Retrieval | 2010 | 100 citations.
[bibtex] [pdf] [cites]

2009

2 results
douze09iclef

INRIA-LEARs participation to ImageCLEF 2009

Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid, Jakob Verbeek
| 2009.
[bibtex] [pdf] [cites]

guillaumin09iccv_tp

TagProp: Discriminative Metric Learning in Nearest Neighbor Models for Image Auto-Annotation

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid
In International Conference on Computer Vision (ICCV) | 2009 | Oral, acceptance rate 3.8%, 673 citations.
[bibtex] [pdf] [cites]

2008

4 results
mensink08eccv

Improving People Search Using Query Expansions: How Friends Help To Find People

Thomas Mensink, Jakob Verbeek
In European Conference on Computer Vision (ECCV) | 2008 | Oral, acceptance rate 4.6%, 37 citations.
[bibtex] [pdf] [cites]

mensink08bnaic

Improving People Search Using Query Expansions: How Friends Help To Find People

Thomas Mensink, Jakob Verbeek
In Benelux Conference on Artificial Intelligence (BNAIC) | 2008 | ext abstract.
[bibtex]

mensink08bnaicdemo

Face Finder

Thomas Mensink, Jakob Verbeek
| 2008.
[bibtex]

guillaumin08cvpr

Automatic face naming with caption-based supervision

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek, Cordelia Schmid
In Conference on Computer Vision and Pattern Recognition (CVPR) | 2008 | 93 citations.
[bibtex] [pdf] [cites]

2007

3 results
mensink07master

Multi-Observations Newscast EM for Distributed Multi-Camera Tracking

Thomas Mensink
Master's thesis | Universiteit van Amsterdam | 2007.
[bibtex] [pdf] [cites]

mensink07bnaic

Multi-Observations Newscast EM for Distributed Appearance Based Tracking

Thomas Mensink, Wojciech Zajdel, Ben Kröse
In Benelux Conference on Artificial Intelligence (BNAIC) | 2007.
[bibtex] [pdf]

mensink07icdsc

Distributed EM Learning for Appearance Based Multi-Camera Tracking

Thomas Mensink, Wojciech Zajdel, Ben Kröse
In International Conference on Distributed Smart Cameras (IDCDS) | 2007 | Oral, 14 citations.
[bibtex] [pdf] [cites]

Patents

5 results
habibian15patent

Semantic multisensory embeddings for video search by text

Amir Habibian, Thomas Mensink, Cees Snoek
QualComm Inc, US patent application, filing date Sept-2015 | 2015.
[bibtex]

mensink12patent

Metric learning for nearest class mean classifiers

Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka
XEROX Corp., US patent, number US20140029839 | 2012.
[bibtex]

mensink11patent

Learning structured prediction models for interactive image labeling

Thomas Mensink, Jakob Verbeek, Gabriela Csurka
XEROX Corp., US patent, number US20120269436 | 2011.
[bibtex]

perronnin10patent

Large scale image classification

Florent Perronnin, Jorge Sánchez, Thomas Mensink
XEROX Corp., US Patent, number US20120045134 | 2010.
[bibtex]

mensink10patent

Retrieval systems and method employing probabilistic cross-media relevance feedback

Thomas Mensink, Jakob Verbeek, Gabriela Csurka
XEROX Corp., US Patent, number US20120054130 | 2010.
[bibtex]