Photo of Jorma Laaksonen

Jorma Laaksonen

  • Phone+358503058719
  • Aalto SCI Computer Science Konemiehentie 2

19962020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Conference contribution
2011

Analysing the structure of semantic concepts in visual databases

Sjöberg, M. & Laaksonen, J., 2011, WSOM Advances in Self-Organizing Maps (WSOM 2011) WSOM. Laaksonen, J. & Honkela, T. (eds.). p. 338-347 (Lecture Notes in Computer Science; vol. 6731).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features

Zhang, H., Augilius, E., Honkela, T., Laaksonen, J., Gamper, H. & Alene, H., 2011, IDA 10th International Symposium on Intelligent Data Analysis (IDA 2011) IDA. p. 413-423

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

16 Citations (Scopus)

Gaze- and speech-enhanced content-based image retrieval in image tagging

Zhang, H., Ruokolainen, T., Laaksonen, J., Hochleitner, C. & Traunmüller, R., 2011, 21st International Conference on Artificial Neural Networks (ICANN 2011). Espoo

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Media Map: A multilingual document map with a design interface

Honkela, T., Laaksonen, J., Törrö, H. & Tenhunen, J., 2011, ADVANCES IN SELF-ORGANIZING MAPS, WSOM 2011. p. 247-256 (Lecture Notes in Computer Science; vol. 6731).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Method for visualisation and analysis of hand and head movements in sign language video

Karppa, M., Jantunen, T., Koskela, M., Laaksonen, J. & Viitaniemi, V., 2011, The 2nd Gesture and Speech in Interaction conference (GESPIN 2011). Bielefeld

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

PicSOM Experiments in TRECVID 2011

Sjöberg, M., Ishikawa, S., Koskela, M., Laaksonen, J. & Oja, E., 2011, The TRECVID 2011 Workshop. Gaithersburg

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

8 Citations (Scopus)
2010

Automatic video search using semantic concepts

Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J., 2010, 8th European Conference on Interactive TV and Video (EuroITV 2010). Tampere

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Contextual Information Access with Augmented Reality

Ajanki, A., Billinghurst, M., Järvenpää, T., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K., Ruokolainen, T. & Tossavainen, T., 2010, MLSP 2010, IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, p. 95-100

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Fundus Image Analysis using Subspace Classifier and its Performance

Matsuda, N., Laaksonen, J., Tajima, F., Miyatake, N. & Sato, H., 2010, 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Indoor Location Recognition Using Fusion of SVM-based Visual Classifiers

Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J., 2010, 2010 IEEE International Workshop on Machine Learning for Signal Processing. Kittilä

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

PicSOM Experiments in ImageCLEF RobotVision

Sjöberg, M., Koskela, M., Viitaniemi, V. & Laaksonen, J., 2010, Recognizing Patterns in Signals, Speech, Images and Videos. Istanbul: Springer Berlin / Heidelberg, p. 190-199

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

1 Citation (Scopus)

PicSOM Experiments in TRECVID 2010

Sjöberg, M., Koskela, M., Chechev, M. & Laaksonen, J., 2010, The TRECVID 2010 Workshop. Gaithersburg

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

7 Citations (Scopus)

Pinview: Implicit Feedback in Content-Based Image Retrieval

Auer, P., Hussain, Z., Kaski, S., Klami, A., Kujala, J., Laaksonen, J., Leung, A. P., Pasupa, K. & Shawe-Taylor, J., 2010, Workshop on Applications of Pattern Analysis. Diethe, T., Cristianini, N. & Shawe-Taylor, J. (eds.). p. 51-57 (JMLR Workshop and Conference Proceedings; vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Pinview: Implicit Feedback in Content-Based Image Retrieval

Auer, P., Hussain, Z., Kaski, S., Klami, A., Kujala, J., Laaksonen, J., Leung, A. P., Pasupa, K. & Shawe-Taylor, J., 2010, ICML Workshop on Reinforcement Learning and Search in Very Large Spaces. Haifa

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Region matching techniques for spatial bag of visual words based image category recognition

Viitaniemi, V. & Laaksonen, J., 2010, ICANN 20th International Conference on Artificial Neural Networks (ICANN 2010) ICANN. Thessaloniki, p. 531-540

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Towards Automated Visualization and Analysis of Signed Language Motion: Method and Linguistic Issues

Jantunen, T., Koskela, M., Laaksonen, J. & Rainò, P., 2010, 5th International Conference on Speech Prosody. Chicago

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation

Ajanki, A., Billinghurst, M., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K. & Tossavainen, T., 2010, The fourth International Workshop on Ubiquitous Virtual Reality (IWUVR2010).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2009

Classification of Fundus Images for Diagnosing Glaucoma by Self-Organizing Map and Learning Vector Quantization

Matsuda, N., Laaksonen, J., Tajima, F. & Sato, H., 2009, 15th International Conference on Neural Information Processing (ICONIP 2008). Auckland, p. 703-710

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)

Combining local feature histograms of different granularities

Viitaniemi, V. & Laaksonen, J., 2009, 16th Scandinavian Conference on Image Analysis (SCIA 2009). Oslo, p. 636-645

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Image Theft Detection with Self-Organising Maps

Prentis, P., Sjöberg, M., Koskela, M. & Laaksonen, J., 2009, 19th International Conference on Artificial Neural Networks (ICANN 2009). Limassol, p. 495-504

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Improving automatic video retrieval with semantic concept detection

Koskela, M., Sjöberg, M. & Laaksonen, J., 2009, 16th Scandinavian Conference on Image Analysis (SCIA 2009). Oslo, p. 480-489

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)

Informative Laplacian Projection

Yang, Z. & Laaksonen, J., 2009, 16th Scandinavian Conference on Image Analysis (SCIA 2009). Oslo, p. 359-368

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Optimal combination of SOM search in best-matching units and map neighborhood

Sjöberg, M. & Laaksonen, J., 2009, 7th International Workshop on Self-Organizing Maps (WSOM 2009). St. Augustine, p. 281-289

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

PicSOM Experiments in TRECVID 2009

Sjöberg, M., Viitaniemi, V., Koskela, M. & Laaksonen, J., 2009, The TRECVID 2009 Workshop. Gaithersburg

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

5 Citations (Scopus)

Representing Images with $\chi$ Distance Based Histograms of SIFT Descriptors

Viitaniemi, V. & Laaksonen, J., 2009, 19th International Conference on Artificial Neural Networks (ICANN 2009). Limassol, p. 636-645

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Spatial extensions to bag of visual words

Viitaniemi, V. & Laaksonen, J., 2009, ACM International Conference on Image and Video Retrieval (CIVR 2009). Fira

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

24 Citations (Scopus)

The effect of motion blur and signal noise on image quality in low light imaging

Kurimo, E., Lepistö, L., Nikkanen, J., Grén, J., Kunttu, I. & Laaksonen, J., 2009, 16th Scandinavian Conference on Image Analysis (SCIA 2009). Oslo, p. 81-90

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)
2008

Content-Based Video Analysis and Access for Finnish Sign Language - A Multidisciplinary Research Project

Koskela, M., Laaksonen, J., Jantunen, T., Takkinen, R., Rainò, P. & Raike, A., 2008, 3rd Workshop on the Representation and Processing of Sign Languages at 6th Language Resources and Evaluation Conference (LREC 2008). Marrakech, p. 101-104

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Experiments on Selection of Codebooks for Local Image Feature Histograms

Viitaniemi, V. & Laaksonen, J., 2008, The 10th International Conference on Visual Information Systems (VISUAL 2008). Sebillo, M., Vitiello, G. & Schaefer, G. (eds.). Salerno, p. 126-137

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

15 Citations (Scopus)

Exploiting Temporal and Inter-Concept Co-Occurrence Structure to Detect High-Level Features in Broadcast Videos

Viitaniemi, V., Sjöberg, M., Koskela, M. & Laaksonen, J., 2008, 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008). Klagenfurt, p. 12-15

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

5 Citations (Scopus)

Image Classification by Histogram Features Created with Learning Vector Quantization

Blachnik, M. & Laaksonen, J., 2008, International Conference on Artificial Neural Networks (ICANN'08). p. 827-836

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

Improving content-based target and change detection in Alos Palsar images with efficient feature selection

Molinier, M., Viitaniemi, V., Koskela, M., Laaksonen, J., Rauste, Y., Lönnqvist, A. & Häme, T., 2008, ESA-EUSC 2008: Image Information Mining.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Overview of the ImageCLEF 2007 Object Retrieval Task.In Workshop of the Cross Language Evaluation Forum 2007

Deselaers, T., Hanbury, A., Viitaniemi, V., Farquhar, J. D. R., Brendel, M., Daróczy, B., Escalante Balderas, H. J., Gevers, T., Gracidas, C. A. H., Hoi, S. C. H., Laaksonen, J., Li, M., Marin Castro, H. M., Ney, H., Rui, X., Sebe, N., Stöttinger, J. & Wu, L., 2008, Advances in Multilingual and Multimodal Information Retrieval 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007. Budapest

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

PicSOM Experiments in TRECVID 2008

Koskela, M., Sjöberg, M., Viitaniemi, V. & Laaksonen, J., 2008, The TRECVID 2008 Workshop. Gaithersburg, p. 408-416

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)

Techniques for Image Classification, Object Detection and Object Segmentation

Viitaniemi, V. & Laaksonen, J., 2008, The 10th International Conference on Visual Information Systems (VISUAL 2008). Sebillo, M., Vitiello, G. & Schaefer, G. (eds.). Salerno, p. 231-234

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)
2007

Approximated Geodesic Updates with Principal Natural Gradients

Yang, Z. & Laaksonen, J., 2007, The 2007 International Joint Conference on Neural Networks (IJCNN 2007). Orlando, p. 1320-1325

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Comparison with Observer Appraisals of Fundus Images and Diagnosis by using Learning Vector Quantization

Matsuda, N., Laaksonen, J., Tajima, F., Miyatake, N. & Sato, H., 2007, The 23rd Fuzzy System Symposium. Nagoya

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Detecting Changes in Polarimetric SAR Data with Content-Based Image Retrieval

Molinier, M., Laaksonen, J., Rauste, Y. & Häme, T., 2007, IEEE International Geoscience And Remote Sensing Symposium. Barcelona

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

9 Citations (Scopus)

Empirical Investigations on Benchmark Tasks for Automatic Image Annotation

Viitaniemi, V. & Laaksonen, J., 2007, The 9th International Conference on Visual Information Systems (VISUAL 2007). p. 96-107

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Evaluating performance of automatic image annotation: example case by fusing global image features

Viitaniemi, V. & Laaksonen, J., 2007, Fifth International Workshop on Content-Based Multimedia Indexing (CBMI 2007). Bordeaux, p. 251-258

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Face Recognition Using Parzenfaces

Yang, Z. & Laaksonen, J., 2007, International Conference on Artificial Neural Networks (ICANN'07). Porto, p. 200-209

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

How Marginal Likelihood Inference Unifies Entropy, Correlation and SNR-Based Stopping in Nonlinear Diffusion Scale-Spaces

Girdziusas, R. & Laaksonen, J., 2007, 8th Asian Conf. on Computer Vision, Tokyo, Japan, Nov. 18-22, 2007. Kweon, I. S., Yagi, Y., Kang, S. B. & Zha, H. (eds.). p. 811-820

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Improving the accuracy of global feature fusion based image categorisation

Viitaniemi, V. & Laaksonen, J., 2007, The 2nd International Conference on Semantic and Digital Media Technologies (SAMT 2007). Genova, p. 1-14

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

5 Citations (Scopus)

Overview of the ImageCLEF 2007 Object Retrieval Task

Deselaers, T., Hanbury, A., Viitaniemi, V., Benczur, A., Brendel, M., Daroczy, B., Balderas, E., Jair, H., Gevers, T., Gracidas, H., Arturo, C., Hoi, S. C. H., Laaksonen, J., Li, M., Castro, M., Marisol, H., Ney, H., Rui, X., Sebe, N., Stöttinger, J. & 1 others, Wu, L., 2007, CLEF 2007 Workshop, Budapest, Hungary, 2007.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)

PicSOM Experiments in TRECVID 2007

Koskela, M., Sjöberg, M., Viitaniemi, V., Laaksonen, J. & Prentis, P., 2007, The TRECVID 2007 Workshop. Gaithersburg

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

13 Citations (Scopus)

Regularized Neighborhood Component Analysis

Yang, Z. & Laaksonen, J., 2007, 15th Scandinavian Conference on Image Analysis (SCIA). Aalborg, p. 253-262

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Rushes Summarization with Self-Organizing Maps

Koskela, M., Sjöberg, M., Laaksonen, J., Viitaniemi, V. & Muurinen, H., 2007, The TRECVID Workshop on Video Summarization (TVS'07). Augsburg: ACM Press, p. 45-49

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

Thoughts on evaluation of image retrieval inspired by ImageCLEF 2007 object retrieval task

Viitaniemi, V. & Laaksonen, J., 2007, 3rd MUSCLE/ImageCLEF Workshop on Image and Video Retrieval Evaluation, Budapest, Hungary, 2007.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Video Segmentation and Shot Boundary Detection Using Self-Organizing Maps

Muurinen, H. & Laaksonen, J., 2007, 15th Scandinavian Conference on Image Analysis (SCIA 2007). Aalborg, p. 770-779

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Video Summarization with SOMs

Laaksonen, J., Koskela, M., Sjöberg, M., Viitaniemi, V. & Muurinen, H., 2007, The 6th Int. Workshop on Self-Organizing Maps (WSOM 2007). Bielefeld

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)