Markus Koskela

According to our database, Markus Koskela authored at least 58 papers between 1999 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

Proactive Information Retrieval by Capturing Search Intent from Primary Task Context.

Markus Koskela, Petri Luukkonen, Tuukka Ruotsalo, Mats Sjöberg, Patrik Floréen

ACM Trans. Interact. Intell. Syst., 2018

2016

LSTM-Based Predictions for Proactive Information Retrieval.

Petri Luukkonen, Markus Koskela, Patrik Floréen

CoRR, 2016

Digital Me: Controlling and Making Sense of My Digital Footprint.

Mats Sjöberg, Hung-Han Chen, Patrik Floréen, Markus Koskela, Kai Kuikkaniemi, Tuukka Lehtiniemi, Jaakko Peltonen

Proceedings of the Symbiotic Interaction, 2016

2015

Skeleton-based action recognition with extreme learning machines.

Xi Chen, Markus Koskela

Neurocomputing, 2015

PicSOM Experiments in TRECVID 2015.

Satoru Ishikawa, Rao Muhammad Anwer, Markus Koskela, Jorma Laaksonen

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

2014

Best of 18th Scandinavian Conference On Image Analysis 2013.

Joni-Kristian Kämäräinen, Markus Koskela

Pattern Recognit. Lett., 2014

PicSOM Experiments in TRECVID 2014.

Satoru Ishikawa, Markus Koskela, Mats Sjöberg, Rao Muhammad Anwer, Jorma Laaksonen, Erkki Oja

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Convolutional Network Features for Scene Recognition.

Markus Koskela, Jorma Laaksonen

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Using Appearance-Based Hand Features for Dynamic RGB-D Gesture Recognition.

Xi Chen, Markus Koskela

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

PicSOM Experiments in TRECVID 2013.

Satoru Ishikawa, Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Erkki Oja, Ehsan Amid, Kalle J. Palomäki, Annamaria Mesaros, Mikko Kurimo

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Classification of RGB-D and Motion Capture Sequences Using Extreme Learning Machine.

Xi Chen, Markus Koskela

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Large-scale visual concept detection with explicit kernel maps and power mean SVM.

Mats Sjöberg, Markus Koskela, Satoru Ishikawa, Jorma Laaksonen

Proceedings of the International Conference on Multimedia Retrieval, 2013

Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning.

He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Online RGB-D gesture recognition with extreme learning machines.

Xi Chen, Markus Koskela

Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Adaptive timeline interface to personal history data.

Antti Ajanki, Markus Koskela, Jorma Laaksonen, Samuel Kaski

Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Sequence Alignment for RGB-D and Motion Capture Skeletons.

Xi Chen, Markus Koskela

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

2012

PicSOM Experiments in TRECVID 2012.

Mats Sjöberg, Satoru Ishikawa, Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Real-time large-scale visual concept detection with linear classifiers.

Mats Sjöberg, Markus Koskela, Satoru Ishikawa, Jorma Laaksonen

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

An augmented reality interface to contextual information.

Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, Timo Tossavainen

Virtual Real., 2011

PicSOM Experiments in TRECVID 2011.

Mats Sjöberg, Satoru Ishikawa, Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Mobile Visual Search from Dynamic Image Databases.

Xi Chen, Markus Koskela

Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

2010

PicSOM Experiments in TRECVID 2010.

Mats Sjöberg, Markus Koskela, Milen Chechev, Jorma Laaksonen

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

PicSOM Experiments in ImageCLEF RobotVision.

Mats Sjöberg, Markus Koskela, Ville Viitaniemi, Jorma Laaksonen

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Image based information access for mobile phones.

Xi Chen, Markus Koskela, Jouko Hyväkkä

Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

2009

PicSOM Experiments in TRECVID 2009.

Mats Sjöberg, Ville Viitaniemi, Markus Koskela, Jorma Laaksonen

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Improving Automatic Video Retrieval with Semantic Concept Detection.

Markus Koskela, Mats Sjöberg, Jorma Laaksonen

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Image Theft Detection with Self-Organising Maps.

Philip Prentis, Mats Sjöberg, Markus Koskela, Jorma Laaksonen

Proceedings of the Artificial Neural Networks, 2009

2008

Exploiting Temporal and Inter-concept Co-occurrence Structure to Detect High-Level Features in Broadcast Videos.

Ville Viitaniemi, Mats Sjöberg, Markus Koskela, Jorma Laaksonen

Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

PicSOM Experiments in TRECVID 2008.

Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

2007

Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluations.

Markus Koskela, Alan F. Smeaton, Jorma Laaksonen

IEEE Trans. Multim., 2007

PicSOM Experiments in TRECVID 2007.

Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Philip Prentis

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Rushes summarization with self-organizing maps.

Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi, Hannes Muurinen

Proceedings of the 1st ACM Workshop on Video Summarization, 2007

An empirical study of inter-concept similarities in multimedia ontologies.

Markus Koskela, Alan F. Smeaton

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

PicSOM Experiments in TRECVID 2006.

Mats Sjöberg, Hannes Muurinen, Jorma Laaksonen, Markus Koskela

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

TRECVid 2006 Experiments at Dublin City University.

Markus Koskela, Peter Wilkins, Tomasz Adamek, Alan F. Smeaton, Noel E. O'Connor

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Evaluation of a Video Annotation Tool Based on the LSCOM Ontology.

Emilie Garnaud, Alan F. Smeaton, Markus Koskela

Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Semantic Concept Detection from News Videos with Self-Organizing Maps.

Markus Koskela, Jorma Laaksonen

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Clustering-Based Analysis of Semantic Concept Models for Video Shots.

Markus Koskela, Alan F. Smeaton

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005

PicSOM Experiments in TRECVID 2005.

Markus Koskela, Jorma Laaksonen, Mats Sjöberg, Hannes Muurinen

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

The 2005 PASCAL Visual Object Classes Challenge.

Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang

Proceedings of the Machine Learning Challenges, 2005

Semantic Annotation of Image Groups with Self-organizing Maps.

Markus Koskela, Jorma Laaksonen

Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

2004

Class distributions on SOM surfaces for feature extraction and object retrieval.

Jorma Laaksonen, Markus Koskela, Erkki Oja

Neural Networks, 2004

Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval.

Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Task-Based User Evaluation of Content-Based Image Database Browsing Systems.

Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, Erkki Oja

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Use of Image Subset Features in Image Retrieval with Self-Organizing Maps.

Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003

Interactive image retrieval using self-organizing maps.

Markus Koskela

PhD thesis, 2003

Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval.

Markus Koskela, Jorma Laaksonen

Proceedings of the Pattern Recognition in Information Systems, 2003

An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM.

Mika Rummukainen, Jorma Laaksonen, Markus Koskela

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002

PicSOM-self-organizing image retrieval with MPEG-7 content descriptors.

Jorma Laaksonen, Markus Koskela, Erkki Oja

IEEE Trans. Neural Networks, 2002

MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System.

Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the Recent Advances in Visual Information Systems, 2002

Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps.

Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps.

Markus Koskela, Jorma Laaksonen, Erkki Oja

Proceedings of the Artificial Neural Networks, 2002

2001

Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval.

Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja

Pattern Anal. Appl., 2001

Self-Organizing Maps of Web Link Information.

Sami Laakso, Jorma Laaksonen, Markus Koskela, Erkki Oja

Proceedings of the Advances in Self-Organising Maps, 2001

2000

PicSOM - content-based image retrieval with self-organizing maps.

Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja

Pattern Recognit. Lett., 2000

Evaluating the Performance of Content-Based Image Retrieval Systems.

Markus Koskela, Jorma Laaksonen, Sami Laakso, Erkki Oja

Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

1999

Content-Based Image Retrieval Using Self-Organizing Maps.

Jorma Laaksonen, Markus Koskela, Erkki Oja

Proceedings of the Visual Information and Information Systems, 1999

PicSOM: self-organizing maps for content-based image retrieval.

Jorma Laaksonen, Markus Koskela, Erkki Oja

Proceedings of the International Joint Conference Neural Networks, 1999