Markus KoskelaD.Sc.(Tech), Senior Researcher |
Research interests
- Information-seeking and sense-making, personal data / Augmented search, research, and knowledge work
- Intelligent information access / Contextual information interfaces
- Multimodal interfaces / Content-based image and video retrieval
- Data to Intelligence (D2I)
Selected publications
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- Digital Me: Controlling and Making Sense of My Digital Footprint
Mats Sjöberg, Hung-Han Chen, Patrik Floréen, Markus Koskela, Kai Kuikkaniemi, Tuukka Lehtiniemi, and Jaakko Peltonen. In Proceedings of the 5th International Workshop on Symbiotic Interaction (Symbiotic 2016). Padova, Italy. September 2016. To appear. [software]
- LSTM-Based Predictions for Proactive Information Retrieval
Petri Luukkonen, Markus Koskela, and Patrik Floréen. Neu-IR '16 SIGIR Workshop on Neural Information Retrieval. Pisa, Italy. July 2016. arXiv:1606.06137
- PicSOM Experiments in TRECVID 2015
Satoru Ishikawa, Rao Anwer, Markus Koskela, and Jorma Laaksonen. Online Proceedings of the TRECVID 2015 Workshop. Orlando, FL, USA. November 2015. [pdf]
- Advances in visual concept detection: Ten years of TRECVID
Ville Viitaniemi, Mats Sjöberg, Markus Koskela, Satoru Ishikawa, and Jorma Laaksonen. In Advances in Independent Component Analysis and Learning Machines, Academic Press, 2015, Pages 249-278. [DOI]
- Skeleton-based action recognition with extreme learning machines
Xi Chen and Markus Koskela. Neurocomputing, Volume 149, Part A, 3 February 2015, Pages 387-396. [DOI]
- Convolutional Network Features for Scene Recognition
Markus Koskela and Jorma Laaksonen. Proceedings of the 22nd International Conference on Multimedia (ACM MM 2014). Orlando, Florida. November 2014. [pdf] [DOI] [full results]
- Using Appearance-Based Hand Features For Dynamic RGB-D Gesture Recognition
Xi Chen and Markus Koskela. Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014). Stockholm, Sweden. August 2014. [pdf]
- Adaptive Timeline Interface to Personal History Data
Antti Ajanki, Markus Koskela, Jorma Laaksonen and Samuel Kaski. Proceedings of 15th ACM International Conference on Multimodal Interaction (ICMI 2013). Sydney, Australia. December 2013. [DOI]
- 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, and Timo Tossavainen. Virtual Reality, 15(2-3): 161-173. 2011. [DOI]
Doctoral thesis
- Interactive Image Retrieval using
Self-Organizing Maps
Markus Koskela. Doctoral thesis, Helsinki University of Technology, Dissertations in Computer and Information Science, Report D1, Espoo, Finland. November 2003. Available online here.
My full list of publications is available here. My citations at Google Scholar are here.
Contact information:
Email: markus.koskela (at) csc.fi
Tel.: +358-50-350 4925
LinkedIn: markuskoskela