Jorma Laaksonen

  • Aalto SCI Computer Science Konemiehentie 2

19962020

Research output per year

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Research Output

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Article
2018

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74-85 12 p.

Research output: Contribution to journalArticleScientificpeer-review

58 Citations (Scopus)

Film mood and its quantitative determinants in different types of scenes

Tarvainen, J., Laaksonen, J. & Takala, T., 8 Jan 2018, In : IEEE Transactions on Affective Computing.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
157 Downloads (Pure)

Image and Video Captioning with Augmented Neural Architectures

Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2018, In : IEEE Multimedia. 25, 2, p. 34-46 13 p.

Research output: Contribution to journalArticleScientificpeer-review

2017

Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features

Rezazadegan Tavakoli, H., Borji, A., Laaksonen, J. & Rahtu, E., 2017, In : Neurocomputing. 244, p. 10-18

Research output: Contribution to journalArticleScientificpeer-review

23 Citations (Scopus)

Scale coding bag of deep features for human attribute and action recognition

Khan, F. S., van de Weijer, J., Anwer, R. M., Bagdanov, A. D., Felsberg, M. & Laaksonen, J., 2017, In : MACHINE VISION AND APPLICATIONS. 29, 1, p. 55–71 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
9 Citations (Scopus)
142 Downloads (Pure)

Uni- and multimodal methods for single- and multi-label recognition

Ishikawa, S. & Laaksonen, J., 2017, In : Multimedia Tools and Applications. 76, 21, p. 22405–22423 19 p.

Research output: Contribution to journalArticleScientificpeer-review

2015

Compact color-texture description for texture classification

Khan, F. S., Anwer, R. M., van de Weijer, J., Felsberg, M. & Laaksonen, J., 2015, In : Pattern Recognition Letters. 51, 1, p. 16-22

Research output: Contribution to journalArticleScientificpeer-review

36 Citations (Scopus)
2014

Content-based prediction of movie style, aesthetics and affect: Data set and baseline experiments

Tarvainen, J., Sjöberg, M., Westman, S., Laaksonen, J. & Oittinen, P., 2014, In : IEEE Transactions on Multimedia. 16, 8, p. 2085-2098

Research output: Contribution to journalArticleScientificpeer-review

18 Citations (Scopus)
2011

An Augmented Reality Interface to Contextual Information

Ajanki, A., Billinghurst, M., Gamper, H., Järvenpää, T., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K., Ruokolainen, T. & Tossavainen, T., 2011, In : VIRTUAL REALITY. 15, 2-3, p. 161-173

Research output: Contribution to journalArticleScientificpeer-review

35 Citations (Scopus)
2009

Spherical SOM and its Application to Fundus Image Analysis

Matsuda, N., Tokutaka, H., Laaksonen, J., Tajima, F., Miyatake, N. & Sato, H., 2009, In : Journal of Biomedical Fuzzy Systems Association. 11, 1, p. 29-34

Research output: Contribution to journalArticleScientificpeer-review

2008

Inferring Semantics from Textual Information in Multimedia Retrieval

Sjöberg, M., Laaksonen, J., Honkela, T. & Pöllä, M., 2008, In : Neurocomputing. 71, 13-15, p. 2576-2586

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)

Principal Whitened Gradient for Information Geometry

Yang, Z. & Laaksonen, J., 2008, In : Neural Networks. 21, 2-3, p. 232-240

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)
2007

Adaptive combination of adaptive classifiers for handwritten character recognition

Aksela, M. & Laaksonen, J., 2007, In : Pattern Recognition Letters. 28, 1, p. 136-143

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

Detecting man-made structures and changes in satellite imagery with a content-based information retrieval system built on self-organizing maps

Molinier, M., Laaksonen, J. & Häme, T., 2007, In : IEEE Transactions on Geoscience and Remote Sensing . 45, 4, p. 861-874

Research output: Contribution to journalArticleScientificpeer-review

43 Citations (Scopus)

Evaluating the performance in automatic image annotation: Example case by adaptive fusion of global image features

Viitaniemi, V. & Laaksonen, J., 2007, In : SIGNAL PROCESSING: IMAGE COMMUNICATION. 22, 6, p. 557-568

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)

Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluations

Koskela, M., Smeaton, A. F. & Laaksonen, J., 2007, In : IEEE Transactions on Multimedia. 9, 5, p. 912-922

Research output: Contribution to journalArticleScientificpeer-review

26 Citations (Scopus)

Multiplicative Updates for Non-negative Projections

Yang, Z. & Laaksonen, J., 2007, In : Neurocomputing. 71, 1-3, p. 363-373

Research output: Contribution to journalArticleScientificpeer-review

30 Citations (Scopus)

Projective non-negative matrix factorization with applications to facial image processing

Yang, Z., Yuan, Z. & Laaksonen, J., 2007, In : International Journal of Pattern Recognition and Artificial Intelligence. 21, 8, p. 1353-1362

Research output: Contribution to journalArticleScientificpeer-review

40 Citations (Scopus)
2006

Using Diversity of Errors for Selecting Members of a Committee Classifier

Aksela, M. & Laaksonen, J., 2006, In : Pattern Recognition. 39, p. 608-623

Research output: Contribution to journalArticleScientificpeer-review

76 Citations (Scopus)
2004

Class Distributions on SOM Surfaces for Feature Extraction and Object Retrieval

Laaksonen, J., Koskela, M. & Oja, E., 2004, In : Neural Networks. 17, 8-9, p. 1121-1133

Research output: Contribution to journalArticleScientificpeer-review

28 Citations (Scopus)
2003

Methods for Adaptive Combination of Classifiers with Application to Recognition of Handwritten Characters

Aksela, M., Girdziusas, R., Laaksonen, J., Oja, E. & Kangas, J., 2003, In : International journal on document analysis and recognition. 6, 1, p. 23-41

Research output: Contribution to journalArticleScientificpeer-review

3 Citations (Scopus)
2002

Influence of Erroneous Learning Samples on Adaptation in On-Line Handwriting Recognition

Vuori, V., Laaksonen, J. & Kangas, J., 2002, In : Pattern Recognition. 35, p. 915-925

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

PicSOM - Self-Organizing Image Retrieval with MPEG-7 Content Descriptions

Laaksonen, J., Koskela, M. & Oja, E., 2002, In : IEEE Transactions on Neural Networks. 13, 4, p. 841-853

Research output: Contribution to journalArticleScientificpeer-review

146 Citations (Scopus)

Statistical Shape Features for Content-Based Image Retrieval

Brandt, S., Laaksonen, J. & Oja, E., 2002, In : Journal of Mathematical Imaging and Vision. 17, 2, p. 187-198

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)
2001

Experiments with Adaptation Strategies for a Prototype-Based Recognition System of Isolated Handwritten Characters

Vuori, V., Laaksonen, J., Oja, E. & Kangas, J., 2001, In : International journal on document analysis and recognition. 3, 3, p. 150-159

Research output: Contribution to journalArticleScientificpeer-review

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

Laaksonen, J., Koskela, M., Laakso, S. & Oja, E., 2001, In : Pattern Analysis and Applications. 4, p. 140-152

Research output: Contribution to journalArticleScientificpeer-review

2000

PicSOM - Content-Based Image Retrieval with Self-Organizing Maps

Laaksonen, J., Koskela, J. M., Laakso, S. P. & Oja, E., 2000, In : Pattern Recognition Letters. 21, 13-14, p. 1199-1207

Research output: Contribution to journalArticleScientificpeer-review

158 Citations (Scopus)
1998

Learning Subspace Classifiers and Error-Corrective Feature Extraction

Laaksonen, J. & Oja, E., 1998, In : International Journal of Pattern Recognition and Artificial Intelligence. 12, 4, p. 423-436

Research output: Contribution to journalArticleScientificpeer-review

1997

Neural and Statistical Classifiers - Taxonomy and Two Case Studies

Holmström, L., Koistinen, P., Laaksonen, J. & Oja, E., 1997, In : IEEE Transactions on Neural Networks. 8, 1, p. 5-17

Research output: Contribution to journalArticleScientificpeer-review

80 Citations (Scopus)