Tampere University of Technology

TUTCRIS Research Portal

Department of Signal Processing

Research unit: Department

  1. A1 Journal article-refereed
  2. Published

    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

    Tiulpin, A., Klein, S., Bierma-Zeinstra, S. M. A., Thevenot, J., Rahtu, E., Meurs, J. V., Oei, E. H. G. & Saarakkala, S., 1 Dec 2019, In : Scientific Reports. 9, 1, 20038.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Cumulative Attribute Space Regression for Head Pose Estimation and Color Constancy

    Chen, K., Jia, K., Huttunen, H., Matas, J. & Kämäräinen, J., Mar 2019, In : Pattern Recognition. 87, p. 29-37

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    An Integrated Hardware/Software Design Methodology for Signal Processing Systems

    Li, L., Sau, C., Fanni, T., Li, J., Viitanen, T., Christophe, F., Palumbo, F., Raffo, L., Huttunen, H., Takala, J. & Bhattacharyya, S. S., Feb 2019, In : Journal of Systems Architecture. 93, p. 1-19

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Automatic knee osteoarthritis diagnosis from plain radiographs: A deep learning-based approach

    Tiulpin, A., Thevenot, J., Rahtu, E., Lehenkari, P. & Saarakkala, S., 1 Dec 2018, In : Scientific Reports. 8, 1, 1727.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Feature synthesis for image classification and retrieval via one-against-all perceptrons

    Raitoharju, J., Kiranyaz, S. & Gabbouj, M., Feb 2018, In : Neural Computing and Applications. 29, 4, p. 943–957 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Time-of-Flight Range Measurement in Low-sensing Environment: Noise Analysis and Complex-domain Non-local Denoising

    Georgiev, M., Bregovic, R. & Gotchev, A., 2018, In : IEEE Transactions on Image Processing. 27, 6

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions

    Iosifidis, A. & Gabbouj, M., 1 Dec 2017, In : IEEE Transactions on Cybernetics. 47, 12, p. 4485-4496

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Extended Quantum Cuts for Unsupervised Salient Object Extraction

    Aytekin, C., Ozan, E. C., Kiranyaz, S. & Gabbouj, M., Apr 2017, In : Multimedia Tools and Applications. 76, 8, p. 10443–10463

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Learning graph affinities for spectral graph-based salient object detection

    Aytekin, C., Iosifidis, A., Kiranyaz, S. & Gabbouj, M., Apr 2017, In : Pattern Recognition. 64, p. 159-167

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Estimation of Flow Turbulence Metrics With a Lateral Line Probe and Regression

    Chen, K., Tuhtan, J. A., Fuentes-Pérez, J. F., Toming, G., Musall, M., Strokina, N., Kämäräinen, J-K. & Kruusmaa, M., Apr 2017, In : IEEE Transactions on Instrumentation and Measurement. p. 651-660

    Research output: Contribution to journalArticleScientificpeer-review

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