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Jorma Laaksonen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Markus Koskela, Jorma Laaksonen
    Semantic Annotation of Image Groups with Self-organizing Maps. [Citation Graph (0, 0)][DBLP]
    CIVR, 2005, pp:518-527 [Conf]
  2. Markus Koskela, Jorma Laaksonen, Erkki Oja
    Use of Image Subset Features in Image Retrieval with Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    CIVR, 2004, pp:508-516 [Conf]
  3. Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, Erkki Oja
    Task-Based User Evaluation of Content-Based Image Database Browsing Systems. [Citation Graph (0, 0)][DBLP]
    CIVR, 2004, pp:234-242 [Conf]
  4. Mika Rummukainen, Jorma Laaksonen, Markus Koskela
    An Efficiency Comparison of Two Content-Based Image Retrieval Systems, GIFT and PicSOM. [Citation Graph (0, 0)][DBLP]
    CIVR, 2003, pp:500-509 [Conf]
  5. Ramunas Girdziusas, Jorma Laaksonen
    Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities. [Citation Graph (0, 0)][DBLP]
    ECML, 2005, pp:576-583 [Conf]
  6. Ramunas Girdziusas, Jorma Laaksonen
    Jacobi Alternative to Bayesian Evidence Maximization in Diffusion Filtering. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2005, pp:247-252 [Conf]
  7. Markus Koskela, Jorma Laaksonen, Erkki Oja
    Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    ICANN, 2002, pp:981-986 [Conf]
  8. Jorma Laaksonen
    Local Subspace Classifier. [Citation Graph (0, 0)][DBLP]
    ICANN, 1997, pp:637-642 [Conf]
  9. Jorma Laaksonen, Erkki Oja
    Subspace Dimension Selection and Averaged Learning Subspace Method in Handwritten Digit Classification. [Citation Graph (0, 0)][DBLP]
    ICANN, 1996, pp:227-232 [Conf]
  10. Mats Sjöberg, Jorma Laaksonen
    Content-Based Retrieval of Web Pages and Other Hierarchical Objects with Self-organizing Maps. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2005, pp:841-846 [Conf]
  11. Mats Sjöberg, Jorma Laaksonen, Matti Pöllä, Timo Honkela
    Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2006, pp:75-83 [Conf]
  12. Ville Viitaniemi, Jorma Laaksonen
    Techniques for Still Image Scene Classification and Object Detection. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2006, pp:35-44 [Conf]
  13. Zhirong Yang, Jorma Laaksonen
    A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2006, pp:330-339 [Conf]
  14. Matti Aksela, Jorma Laaksonen
    On Adaptive Confidences for Critic-Driven Classifier Combining. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:71-80 [Conf]
  15. Matti Aksela, Jorma Laaksonen, Erkki Oja, Jari Kangas
    Application of Adaptive Committee Classifiers in On-Line Character Recognition. [Citation Graph (0, 0)][DBLP]
    ICAPR, 2001, pp:270-279 [Conf]
  16. Ramunas Girdziusas, Jorma Laaksonen
    Use of Input Deformations with Brownian Motion Filters for Discontinuous Regression. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:219-228 [Conf]
  17. Zhirong Yang, Jorma Laaksonen
    Partial Relevance in Interactive Facial Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ICAPR (2), 2005, pp:216-225 [Conf]
  18. Matti Aksela, Jorma Laaksonen, Erkki Oja, Jari Kangas
    Rejection Methods for an Adaptive Committee Classifier. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2001, pp:982-986 [Conf]
  19. Jorma Laaksonen, Matti Aksela, Erkki Oja, Jari Kangas
    Dynamically Expanding Context as Committee Adaptation Method in On-Line Recognition of Handwritten Latin Characters. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1999, pp:796-799 [Conf]
  20. Vuokko Vuori, Jorma Laaksonen, Erkki Oja, Jari Kangas
    Speeding Up On-line Recognition of Handwritten Characters by Pruning the Prototype Set. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2001, pp:501-0 [Conf]
  21. Vuokko Vuori, Jorma Laaksonen, Erkki Oja, Jari Kangas
    On-line Adaptation in Recognition of Handwritten Alphanumeric Characters. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1999, pp:792-795 [Conf]
  22. Ramunas Girdziusas, Jorma Laaksonen
    Gaussian Process Regression with Fluid Hyperpriors. [Citation Graph (0, 0)][DBLP]
    ICONIP, 2004, pp:567-572 [Conf]
  23. Sami S. Brandt, Jorma Laaksonen, Erkki Oja
    Statistical Shape Features in Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:6062-6066 [Conf]
  24. Markus Koskela, Jorma Laaksonen, Erkki Oja
    Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:1049-1052 [Conf]
  25. Markus Koskela, Jorma Laaksonen, Erkki Oja
    Entropy-Based Measures for Clustering and SOM Topology Preservation Applied to Content-Based Image Indexing and Retrieval. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2004, pp:1005-1009 [Conf]
  26. Vuokko Vuori, Jorma Laaksonen
    A Comparison of Techniques for Automatic Clustering of Handwritten Characters. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2002, pp:168-171 [Conf]
  27. Vuokko Vuori, Jorma Laaksonen, Erkki Oja, Jari Kangas
    Controlling On-Line Adaptation of a Prototype-Based Classifier for Handwritten Characters. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:2331-2334 [Conf]
  28. Markus Koskela, Jorma Laaksonen
    Semantic Concept Detection from News Videos with Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    AIAI, 2006, pp:591-599 [Conf]
  29. Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, Timo Honkela
    Analysis of Semantic Information Available in an Image Collection Augmented with Auxiliary Data. [Citation Graph (0, 0)][DBLP]
    AIAI, 2006, pp:600-608 [Conf]
  30. Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc J. 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
    The 2005 PASCAL Visual Object Classes Challenge. [Citation Graph (0, 0)][DBLP]
    MLCW, 2005, pp:117-176 [Conf]
  31. Markus Koskela, Jorma Laaksonen
    Using Long-Term Learning to Improve Efficiency of Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    PRIS, 2003, pp:72-79 [Conf]
  32. Ramunas Girdziusas, Jorma Laaksonen
    Optimal Ratio of Lamé Moduli with Application to Motion of Jupiter Storms. [Citation Graph (0, 0)][DBLP]
    SCIA, 2005, pp:1096-1106 [Conf]
  33. Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi
    Using Image Segments in PicSOM CBIR System. [Citation Graph (0, 0)][DBLP]
    SCIA, 2003, pp:1106-1113 [Conf]
  34. Zhirong Yang, Jorma Laaksonen
    Approximated Classification in Interactive Facial Image Retrieval. [Citation Graph (0, 0)][DBLP]
    SCIA, 2005, pp:770-779 [Conf]
  35. Markus Koskela, Jorma Laaksonen, Sami Laakso, Erkki Oja
    Evaluating the Performance of Content-Based Image Retrieval Systems. [Citation Graph (0, 0)][DBLP]
    VISUAL, 2000, pp:430-441 [Conf]
  36. Markus Koskela, Jorma Laaksonen, Erkki Oja
    MPEG-7 Descriptors in Content-Based Image Retrieval with PicSOM System. [Citation Graph (0, 0)][DBLP]
    VISUAL, 2002, pp:247-258 [Conf]
  37. Jorma Laaksonen, Markus Koskela, Erkki Oja
    Content-Based Image Retrieval Using Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    VISUAL, 1999, pp:541-548 [Conf]
  38. Ville Viitaniemi, Jorma Laaksonen
    Use of Image Regions in Context-Adaptive Image Classification. [Citation Graph (0, 0)][DBLP]
    SAMT, 2006, pp:169-183 [Conf]
  39. Matti Aksela, Ramunas Girdziusas, Jorma Laaksonen, Erkki Oja, Jari Kangas
    Methods for adaptive combination of classifiers with application to recognition of handwritten characters. [Citation Graph (0, 0)][DBLP]
    IJDAR, 2003, v:6, n:1, pp:23-41 [Journal]
  40. Vuokko Vuori, Jorma Laaksonen, Erkki Oja, Jari Kangas
    Experiments with adaptation strategies for a prototype-based recognition system for isolated handwritten characters. [Citation Graph (0, 0)][DBLP]
    IJDAR, 2001, v:3, n:3, pp:150-159 [Journal]
  41. Jorma Laaksonen, Erkki Oja
    Learning Subspace Classifiers and Error-Corrective Feature Extraction. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1998, v:12, n:4, pp:423-436 [Journal]
  42. Jorma Laaksonen, Markus Koskela, Erkki Oja
    Class distributions on SOM surfaces for feature extraction and object retrieval. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2004, v:17, n:8-9, pp:1121-1133 [Journal]
  43. Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja
    Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2001, v:4, n:2-3, pp:140-152 [Journal]
  44. Matti Aksela, Jorma Laaksonen
    Using diversity of errors for selecting members of a committee classifier. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:4, pp:608-623 [Journal]
  45. Vuokko Vuori, Jorma Laaksonen, Jari Kangas
    Influence of erroneous learning samples on adaptation in on-line handwriting recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2002, v:35, n:4, pp:915-925 [Journal]
  46. Jorma Laaksonen, Markus Koskela, Sami Laakso, Erkki Oja
    PicSOM - content-based image retrieval with self-organizing maps. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2000, v:21, n:13-14, pp:1199-1207 [Journal]
  47. Matti Aksela, Jorma Laaksonen
    Adaptive combination of adaptive classifiers for handwritten character recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:1, pp:136-143 [Journal]
  48. Ramunas Girdziusas, Jorma Laaksonen
    How Marginal Likelihood Inference Unifies Entropy, Correlation and SNR-Based Stopping in Nonlinear Diffusion Scale-Spaces. [Citation Graph (0, 0)][DBLP]
    ACCV (1), 2007, pp:811-820 [Conf]
  49. Zhirong Yang, Jorma Laaksonen
    Face Recognition Using Parzenfaces. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2007, pp:200-209 [Conf]
  50. Zhirong Yang, Jorma Laaksonen
    Regularized Neighborhood Component Analysis. [Citation Graph (0, 0)][DBLP]
    SCIA, 2007, pp:253-262 [Conf]
  51. Hannes Muurinen, Jorma Laaksonen
    Video Segmentation and Shot Boundary Detection Using Self-Organizing Maps. [Citation Graph (0, 0)][DBLP]
    SCIA, 2007, pp:770-779 [Conf]
  52. Zhirong Yang, Jorma Laaksonen
    Multiplicative updates for non-negative projections. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:71, n:1-3, pp:363-373 [Journal]

  53. Spatial extensions to bag of visual words. [Citation Graph (, )][DBLP]


  54. Overview of the ImageCLEF 2007 Object Retrieval Task. [Citation Graph (, )][DBLP]


  55. Image Classification by Histogram Features Created with Learning Vector Quantization. [Citation Graph (, )][DBLP]


  56. Image Theft Detection with Self-Organising Maps. [Citation Graph (, )][DBLP]


  57. Representing Images with chi2 Distance Based Histograms of SIFT Descriptors. [Citation Graph (, )][DBLP]


  58. Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition. [Citation Graph (, )][DBLP]


  59. When is a Discrete Diffusion a Scale-Space? [Citation Graph (, )][DBLP]


  60. Classification of Fundus Images for Diagnosing Glaucoma by Self-Organizing Map and Learning Vector Quantization. [Citation Graph (, )][DBLP]


  61. Approximated Geodesic Updates with Principal Natural Gradients. [Citation Graph (, )][DBLP]


  62. Rushes summarization with self-organizing maps. [Citation Graph (, )][DBLP]


  63. Combining Local Feature Histograms of Different Granularities. [Citation Graph (, )][DBLP]


  64. The Effect of Motion Blur and Signal Noise on Image Quality in Low Light Imaging. [Citation Graph (, )][DBLP]


  65. Improving Automatic Video Retrieval with Semantic Concept Detection. [Citation Graph (, )][DBLP]


  66. Informative Laplacian Projection. [Citation Graph (, )][DBLP]


  67. Empirical Investigations on Benchmark Tasks for Automatic Image Annotation. [Citation Graph (, )][DBLP]


  68. Experiments on Selection of Codebooks for Local Image Feature Histograms. [Citation Graph (, )][DBLP]


  69. Techniques for Image Classification, Object Detection and Object Segmentation. [Citation Graph (, )][DBLP]


  70. Improving the Accuracy of Global Feature Fusion Based Image Categorisation. [Citation Graph (, )][DBLP]


  71. Interactive Retrieval in Facial Image Database Using Self-Organizing Maps. [Citation Graph (, )][DBLP]


  72. Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood. [Citation Graph (, )][DBLP]


  73. PicSOM Experiments in TRECVID 2008. [Citation Graph (, )][DBLP]


  74. PicSOM Experiments in TRECVID 2007. [Citation Graph (, )][DBLP]


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