Markus Koskela

ORCID

Publication Activity (10 Years)

Years Active: 1999-2018
Publications (10 Years): 5

Top Venues

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

Publications

Markus Koskela, Petri Luukkonen, Tuukka Ruotsalo, Mats Sjöberg, Patrik Floréen
Proactive Information Retrieval by Capturing Search Intent from Primary Task Context. ACM Trans. Interact. Intell. Syst. 8 (3) (2018)
Mats Sjöberg, Hung-Han Chen, Patrik Floréen, Markus Koskela, Kai Kuikkaniemi, Tuukka Lehtiniemi, Jaakko Peltonen
Digital Me: Controlling and Making Sense of My Digital Footprint. Symbiotic (2016)
Petri Luukkonen, Markus Koskela, Patrik Floréen
LSTM-Based Predictions for Proactive Information Retrieval. CoRR (2016)
Satoru Ishikawa, Rao Muhammad Anwer, Markus Koskela, Jorma Laaksonen
PicSOM Experiments in TRECVID 2015. TRECVID (2015)
Xi Chen, Markus Koskela
Skeleton-based action recognition with extreme learning machines. Neurocomputing 149 (2015)
Joni-Kristian Kämäräinen, Markus Koskela
Best of 18th Scandinavian Conference On Image Analysis 2013. Pattern Recognit. Lett. 49 (2014)
Satoru Ishikawa, Markus Koskela, Mats Sjöberg, Rao Muhammad Anwer, Jorma Laaksonen, Erkki Oja
PicSOM Experiments in TRECVID 2014. TRECVID (2014)
Markus Koskela, Jorma Laaksonen
Convolutional Network Features for Scene Recognition. ACM Multimedia (2014)
Xi Chen, Markus Koskela
Using Appearance-Based Hand Features for Dynamic RGB-D Gesture Recognition. ICPR (2014)
Antti Ajanki, Markus Koskela, Jorma Laaksonen, Samuel Kaski
Adaptive timeline interface to personal history data. ICMI (2013)
Xi Chen, Markus Koskela
Sequence Alignment for RGB-D and Motion Capture Skeletons. ICIAR (2013)
He Zhang, Zhirong Yang, Mehmet Gönen, Markus Koskela, Jorma Laaksonen, Timo Honkela, Erkki Oja
Affective Abstract Image Classification and Retrieval Using Multiple Kernel Learning. ICONIP (3) (2013)
Xi Chen, Markus Koskela
Online RGB-D gesture recognition with extreme learning machines. ICMI (2013)
Mats Sjöberg, Markus Koskela, Satoru Ishikawa, Jorma Laaksonen
Large-scale visual concept detection with explicit kernel maps and power mean SVM. ICMR (2013)
Xi Chen, Markus Koskela
Classification of RGB-D and Motion Capture Sequences Using Extreme Learning Machine. SCIA (2013)
Satoru Ishikawa, Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Erkki Oja, Ehsan Amid, Kalle J. Palomäki, Annamaria Mesaros, Mikko Kurimo
PicSOM Experiments in TRECVID 2013. TRECVID (2013)
Mats Sjöberg, Satoru Ishikawa, Markus Koskela, Jorma Laaksonen, Erkki Oja
PicSOM Experiments in TRECVID 2012. TRECVID (2012)
Mats Sjöberg, Markus Koskela, Satoru Ishikawa, Jorma Laaksonen
Real-time large-scale visual concept detection with linear classifiers. ICPR (2012)
Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, Timo Tossavainen
An augmented reality interface to contextual information. Virtual Real. 15 (2-3) (2011)
Mats Sjöberg, Satoru Ishikawa, Markus Koskela, Jorma Laaksonen, Erkki Oja
PicSOM Experiments in TRECVID 2011. TRECVID (2011)
Xi Chen, Markus Koskela
Mobile Visual Search from Dynamic Image Databases. SCIA (2011)
Mats Sjöberg, Markus Koskela, Ville Viitaniemi, Jorma Laaksonen
PicSOM Experiments in ImageCLEF RobotVision. ICPR Contests (2010)
Mats Sjöberg, Markus Koskela, Milen Chechev, Jorma Laaksonen
PicSOM Experiments in TRECVID 2010. TRECVID (2010)
Xi Chen, Markus Koskela, Jouko Hyväkkä
Image based information access for mobile phones. CBMI (2010)
Markus Koskela, Mats Sjöberg, Jorma Laaksonen
Improving Automatic Video Retrieval with Semantic Concept Detection. SCIA (2009)
Mats Sjöberg, Ville Viitaniemi, Markus Koskela, Jorma Laaksonen
PicSOM Experiments in TRECVID 2009. TRECVID (2009)
Philip Prentis, Mats Sjöberg, Markus Koskela, Jorma Laaksonen
Image Theft Detection with Self-Organising Maps. ICANN (1) (2009)
Ville Viitaniemi, Mats Sjöberg, Markus Koskela, Jorma Laaksonen
Exploiting Temporal and Inter-concept Co-occurrence Structure to Detect High-Level Features in Broadcast Videos. WIAMIS (2008)
Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen
PicSOM Experiments in TRECVID 2008. TRECVID (2008)
Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Philip Prentis
PicSOM Experiments in TRECVID 2007. TRECVID (2007)
Markus Koskela, Alan F. Smeaton, Jorma Laaksonen
Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluations. IEEE Trans. Multim. 9 (5) (2007)
Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi, Hannes Muurinen
Rushes summarization with self-organizing maps. TVS (2007)
Markus Koskela, Alan F. Smeaton
An empirical study of inter-concept similarities in multimedia ontologies. CIVR (2007)
Markus Koskela, Peter Wilkins, Tomasz Adamek, Alan F. Smeaton, Noel E. O'Connor
TRECVid 2006 Experiments at Dublin City University. TRECVID (2006)
Markus Koskela, Jorma Laaksonen
Semantic Concept Detection from News Videos with Self-Organizing Maps. AIAI (2006)
Mats Sjöberg, Hannes Muurinen, Jorma Laaksonen, Markus Koskela
PicSOM Experiments in TRECVID 2006. TRECVID (2006)
Emilie Garnaud, Alan F. Smeaton, Markus Koskela
Evaluation of a Video Annotation Tool Based on the LSCOM Ontology. SAMT (Posters and Demos) (2006)
Markus Koskela, Alan F. Smeaton
Clustering-Based Analysis of Semantic Concept Models for Video Shots. ICME (2006)
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, Thomas L. 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
The 2005 PASCAL Visual Object Classes Challenge. MLCW (2005)
Markus Koskela, Jorma Laaksonen
Semantic Annotation of Image Groups with Self-organizing Maps. CIVR (2005)
Markus Koskela, Jorma Laaksonen, Mats Sjöberg, Hannes Muurinen
PicSOM Experiments in TRECVID 2005. TRECVID (2005)
Jorma Laaksonen, Markus Koskela, Erkki Oja
Class distributions on SOM surfaces for feature extraction and object retrieval. Neural Networks 17 (8-9) (2004)
Markus Koskela, Jorma Laaksonen, Erkki Oja
Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval. ICPR (2) (2004)
Markus Koskela, Jorma Laaksonen, Erkki Oja
Use of Image Subset Features in Image Retrieval with Self-Organizing Maps. CIVR (2004)
Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, Erkki Oja
Task-Based User Evaluation of Content-Based Image Database Browsing Systems. CIVR (2004)
Mika Rummukainen, Jorma Laaksonen, Markus Koskela
An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM. CIVR (2003)
Markus Koskela, Jorma Laaksonen
Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval. PRIS (2003)
Markus Koskela, Jorma Laaksonen, Erkki Oja
Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps. ICANN (2002)
Markus Koskela, Jorma Laaksonen, Erkki Oja
Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps. ICPR (2) (2002)
Markus Koskela, Jorma Laaksonen, Erkki Oja
MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System. VISUAL (2002)
Jorma Laaksonen, Markus Koskela, Erkki Oja
PicSOM-self-organizing image retrieval with MPEG-7 content descriptors. IEEE Trans. Neural Networks 13 (4) (2002)
Sami Laakso, Jorma Laaksonen, Markus Koskela, Erkki Oja
Self-Organizing Maps of Web Link Information. WSOM (2001)
Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja
Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval. Pattern Anal. Appl. 4 (2-3) (2001)
Markus Koskela, Jorma Laaksonen, Sami Laakso, Erkki Oja
Evaluating the Performance of Content-Based Image Retrieval Systems. VISUAL (2000)
Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja
PicSOM - content-based image retrieval with self-organizing maps. Pattern Recognit. Lett. 21 (13-14) (2000)
Jorma Laaksonen, Markus Koskela, Erkki Oja
Content-Based Image Retrieval Using Self-Organizing Maps. VISUAL (1999)
Jorma Laaksonen, Markus Koskela, Erkki Oja
PicSOM: self-organizing maps for content-based image retrieval. IJCNN (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Markus Koskela