Mats Sjöberg

Orcid: 0000-0002-3157-7668

According to our database1, Mats Sjöberg authored at least 52 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2022
Affect in Multimedia: Benchmarking Violent Scenes Detection.
IEEE Trans. Affect. Comput., 2022

EntityBot: Actionable Entity Recommendations for Everyday Digital Task.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Entity Recommendation for Everyday Digital Tasks.
ACM Trans. Comput. Hum. Interact., 2021

Visual Interestingness Prediction: A Benchmark Framework and Literature Review.
Int. J. Comput. Vis., 2021

EntityBot: Supporting Everyday Digital Tasks with Entity Recommendations.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2019
The Predicting Media Memorability Task at MediaEval 2019.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

2018
Proactive Information Retrieval by Capturing Search Intent from Primary Task Context.
ACM Trans. Interact. Intell. Syst., 2018

MediaEval 2018: Predicting Media Memorability Task.
CoRR, 2018

The MeMAD Submission to the WMT18 Multimodal Translation Task.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

PicSOM Experiments in TRECVID 2018.
Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

The MediaEval 2018 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

MediaEval 2018: Predicting Media Memorability.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

2017
MediaEval 2017 Predicting Media Interestingness Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

The MediaEval 2017 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Predicting Interestingness of Visual Content.
Proceedings of the Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017

2016
Digital Me: Controlling and Making Sense of My Digital Footprint.
Proceedings of the Symbiotic Interaction, 2016

MediaEval 2016 Predicting Media Interestingness Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

The MediaEval 2016 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

2015
The MediaEval 2015 Affective Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

RFA at MediaEval 2015 Affective Impact of Movies Task: A Multimodal Approach.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

VSD2014: A dataset for violent scenes detection in hollywood movies and web videos.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2014
From pixels to semantics: visual concept detection and its applications; Från pixlar till semantik: detektion av visuella koncept samt tillämpningar.
PhD thesis, 2014

Content-Based Prediction of Movie Style, Aesthetics, and Affect: Data Set and Baseline Experiments.
IEEE Trans. Multim., 2014

PicSOM Experiments in TRECVID 2014.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

FAR at MediaEval 2014 Violent Scenes Detection: A Concept-based Fusion Approach.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

The MediaEval 2014 Affect Task: Violent Scenes Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Using semantic features to improve large-scale visual concept detection.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
PicSOM Experiments in TRECVID 2013.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Large-scale visual concept detection with explicit kernel maps and power mean SVM.
Proceedings of the International Conference on Multimedia Retrieval, 2013

FAR at MediaEval 2013 Violent Scenes Detection: Concept-based Violent Scenes Detection in Movies.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012
PicSOM Experiments in TRECVID 2012.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Real-time large-scale visual concept detection with linear classifiers.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Analysing the Structure of Semantic Concepts in Visual Databases.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

PicSOM Experiments in TRECVID 2011.
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

A Multimodal Information Collector for Content-Based Image Retrieval System.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
PicSOM Experiments in TRECVID 2010.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

PicSOM Experiments in ImageCLEF RobotVision.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

2009
Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

PicSOM Experiments in TRECVID 2009.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Improving Automatic Video Retrieval with Semantic Concept Detection.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Image Theft Detection with Self-Organising Maps.
Proceedings of the Artificial Neural Networks, 2009

2008
Inferring semantics from textual information in multimedia retrieval.
Neurocomputing, 2008

Exploiting Temporal and Inter-concept Co-occurrence Structure to Detect High-Level Features in Broadcast Videos.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

PicSOM Experiments in TRECVID 2008.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007
PicSOM Experiments in TRECVID 2007.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Rushes summarization with self-organizing maps.
Proceedings of the 1st ACM Workshop on Video Summarization, 2007

2006
PicSOM Experiments in TRECVID 2006.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors.
Proceedings of the Artificial Neural Networks, 2006

2005
PicSOM Experiments in TRECVID 2005.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2003
Using Image Segments in PicSOM CBIR System.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003


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