Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2019
  2. Published

    Towards Surgically-Precise Technical Debt Estimation: Early Results and Research Roadmap

    Lenarduzzi, V., Martini, A., Taibi, D. & Tamburri, D. A., 27 Aug 2019, Towards Surgically-Precise Technical Debt Estimation: Early Results and Research Roadmap. ACM, p. 37-42

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

  3. E-pub ahead of print

    TTADF: Power Efficient Dataflow-Based Multicore Co-Design Flow

    Hautala, I., Boutellier, J. & Silvén, O., 27 Aug 2019, In : IEEE Transactions on Computers.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Volatility modeling and limit-order book analytics with high-frequency data

    Magris, M., 27 Aug 2019, Tampere University. 148 p. (Tampere University Dissertations; vol. 106)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  5. Published

    Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms

    Passalis, N., Raitoharju, J., Tefas, A. & Gabbouj, M., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3048-3052 5 p. (IEEE International Conference on Image Processing).

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

  6. Published

    An Empirical Study on Technical Debt in a Finnish SME

    Lenarduzzi, V., Orava, T., Systä, K. & Taibi, D., Sep 2019, An Empirical Study on Technical Debt in a Finnish SME. IEEE, 6 p. (Edit International Symposium on Empirical Software Engineering and Measurement; vol. 2019-Septemer).

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

  7. Published

    Audio-Based Epileptic Seizure Detection

    Ahsan, M. N. I., Kertesz, C., Mesaros, A., Heittola, T., Knight, A. & Virtanen, T., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  8. Published

    Class-Based Variational Representation Learning For Robust Image Retrieval

    Passalis, N., Tefas, A., Iosifidis, A. & Gabbouj, M., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 854-858 5 p. (IEEE International Conference on Image Processing).

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

  9. Published

    Complexity Reduction Opportunities in the Future VVC Intra Encoder

    Tissier, A., Mercat, A., Amestoy, T., Hamidouche, W., Vanne, J. & Menard, D., Sep 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP). IEEE, 6 p. (IEEE International Workshop on Multimedia Signal Processing).

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

  10. Published

    Content-Adaptive Superpixel Segmentation Via Image Transformation

    Chuchvara, A. & Gotchev, A., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 1505-1509 5 p. (IEEE International Conference on Image Processing).

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

  11. Published

    Curriculum-based Teacher Ensemble for Robust Neural Network Distillation

    Panagiotatos, G., Passalis, N., Iosifidis, A., Gabbouj, M. & Tefas, A., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  12. Published

    Data-Dependent Ensemble of Magnitude Spectrum Predictions for Single Channel Speech Enhancement

    Pertilä, P., Sep 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP). IEEE, (IEEE International Workshop on Multimedia Signal Processing).

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

  13. Published

    Exact Transform-Domain Noise Variance for Collaborative Filtering of Stationary Correlated Noise

    Mäkinen, Y., Azzari, L. & Foi, A., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 185-189 5 p. (IEEE International Conference on Image Processing).

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

  14. Published

    Extending Architecture Modeling for Signal Processing towards GPUs

    Payvar, S., Boutellier, J., Morvan, A., Rubattu, C. & Pelcat, M., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, (European Signal Processing Conference).

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

  15. Published

    Fast: Flow-Assisted Shearlet Transform for Densely-Sampled Light Field Reconstruction

    Gao, Y., Koch, R., Bregovic, R. & Gotchev, A., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3741-3745 5 p. (IEEE International Conference on Image Processing).

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

  16. Published

    Flash Lightens Gray Pixe

    Qian, Y., Yan, S., Kämäräinen, J-K. & Matas, J., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 4604-4608 5 p. (IEEE International Conference on Image Processing).

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

  17. Published

    Hyperspectral complex domain denoising

    Katkovnik, V., Shevkunov, I. & Egiazarian, K., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  18. Published

    Identifying different types of social ties in events from publicly available social media data

    Gupta, J., Kärkkäinen, H., Menon, K., Huhtamäki, J., Mukkamala, R. R., Hussain, A., Vatrapu, R., Jussila, J., Pirkkalainen, H. & Olsson, T., Sep 2019, Proceedings of the 11th International Conference on Knowledge Management and Information Systems (KMIS 2019): September 17-19, 2019, in Vienna, Austria. Bernardino, J., Salgado, A. & Filipe, J. (eds.). SCITEPRESS, Vol. 3. p. 176-186 11 p.

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

  19. Published

    IEST: Interpolation-Enhanced Shearlet Transform for Light Field Reconstruction Using Adaptive Separable Convolution

    Gao, Y., Koch, R., Bregovic, R. & Gotchev, A., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  20. Published

    Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons

    Tran, D. T., Kiranyaz, S., Gabbouj, M. & Iosifidis, A., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 1168-1172 5 p. (IEEE International Conference on Image Processing).

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

  21. Published

    Learning Optimal Phase-Coded Aperture for Depth of Field Extension

    Akpinar, U., Sahin, E. & Gotchev, A., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 4315-4319 5 p. (IEEE International Conference on Image Processing).

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

  22. Published

    Non-Planar Inside-Out Dense Light-Field Dataset and Reconstruction Pipeline

    Zakeri, F. S., Durmush, A., Ziegler, M., Bätz, M. & Keinert, J., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 1059-1063 5 p. (IEEE International Conference on Image Processing).

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

  23. On Data Wastage in Viewport-Dependent Streaming

    Monakhov, D., Curcio, I. D. D. & Mate, S., Sep 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP). IEEE, 6 p. (IEEE International Workshop on Multimedia Signal Processing).

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

  24. Published

    Performance analysis of single-query 6-DoF camera pose estimation in self-driving setups

    Fu, J., Pertuz, S., Matas, J. & Kämäräinen, J-K., Sep 2019, In : Computer Vision and Image Understanding. 186, p. 58-73

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Reverse Imaging Pipeline for Raw RGB Image Augmentation

    Koskinen, S., Yang, D. & Kämäräinen, J-K., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 2896-2900 5 p. (IEEE International Conference on Image Processing).

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

  26. Published

    Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing

    Yamaç, M., Ahishali, M., Passalis, N., Raitoharju, J., Sankur, B. & Gabbouj, M., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  27. Published

    Software Business: A Short History and Trends for the Future

    Yrjönkoski, K., Jaakkola, H., Systä, K., Mikkonen, T. & Henno, J., Sep 2019, Eight Workshop on Software Quality Analysis, Monitoring, Improvement, and Applications (SQAMIA 2019). CEUR-WS, 18 p. (CEUR workshop proceedings; vol. 2508).

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

  28. Published

    Start your ENGINEs: Dynamically Loadable Contemporary Crypto

    Tuveri, N. & Brumley, B., Sep 2019, 2019 IEEE Cybersecurity Development (SecDev). IEEE COMPUTER SOCIETY PRESS

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

  29. Published

    SylNet: An Adaptable End-to-End Syllable Count Estimator for Speech

    Seshadri, S. & Räsänen, O., Sep 2019, In : IEEE Signal Processing Letters. 26, 9, p. 1359-1363 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    The Technical Debt Dataset

    Lenarduzzi, V., Saarimäki, N. & Taibi, D., Sep 2019, PROMISE'19: Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering . ACM, p. 2-11

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

  31. Published

    Towards a Holistic Definition of Requirements Debt

    Lenarduzzi, V. & Fucci, D., Sep 2019, Towards a Holistic Definition of Requirements Debt. International Symposium on Empirical Software Engineering and Measurement (ESEM), 5 p. (International Symposium on Empirical Software Engineering and Measurement).

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

  32. Published

    Generalization of the K-SVD algorithm for minimization of β-divergence

    Garcia-Molla, V. M., San Juan, P., Virtanen, T., Vidal, A. M. & Alonso, P., 1 Sep 2019, In : Digital Signal Processing: A Review Journal. 92, p. 47-53 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Optimization of a True Moving Bed unit and determination of its feasible operating region using a novel Sliding Particle Swarm Optimization

    Nogueira, I. B. R., Martins, M. A. F., Requião, R., Oliveira, A. R., Viena, V., Koivisto, H., Rodrigues, A. E., Loureiro, J. M. & Ribeiro, A. M., 1 Sep 2019, In : COMPUTERS AND INDUSTRIAL ENGINEERING. 135, p. 368-381 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Photogrammetric Multi-Camera Calibration Using An Industrial Programmable Robotic Arm

    Gonçalves Ribeiro, L., Durmush, A., Suominen, O. & Gotchev, A., 1 Sep 2019, 2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA). IEEE, p. 288-294 7 p. (International Symposium on Image and Signal Processing and Analysis).

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

  35. Published

    Comparing Optimization Methods of Neural Networks for Real-time Inference

    Khan, M., Lunnikivi, H., Huttunen, H. & Boutellier, J., 3 Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  36. Published

    JPEG Pleno light field coding technologies

    Schelkens, P., Astola, P., da Silva, E. A. B., Pagliari, C., Perra, C., Tabus, I. & Watanabe, O., 6 Sep 2019, Applications of Digital Image Processing XLII. SPIE, 111371G. (Proceedings of SPIE; vol. 11137).

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

  37. Published

    Performance analysis of JPEG Pleno light field coding

    Perra, C., Astola, P., da Silva, E. A. B., Khanmohammad, H., Pagliari, C., Schelkens, P. & Tabus, I., 6 Sep 2019, Applications of Digital Image Processing XLII. SPIE, (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11137).

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

  38. E-pub ahead of print

    Tunable VVC Frame Partitioning based on Lightweight Machine Learning

    Amestoy, T., Mercat, A., Hamidouche, W., Menard, D. & Bergeron, C., 6 Sep 2019, In : IEEE Transactions on Image Processing.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Introduction to Survival Analysis in Practice

    Emmert-Streib, F. & Dehmer, M., 8 Sep 2019, In : Machine Learning and Knowledge Extraction. 1, 3, p. 1013-1038

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    The impact levels of digitalization initiatives

    Hellsten, P. & Pekkola, S., 17 Sep 2019, Proceedings of EGOV2019 – Joint conference EGOV-CeDEM-EPART 2019 : September 2-4, 2019 San Benedetto Del Tronto, Italy. Virkar, S., Glassey, O., Janssen, M., Parycek, P., Polini, A., Re, B., Reichstädter, P., Scholl, H. J. & Tambouris, E. (eds.). IFIP, p. 109-118 10 p. (Proceedings of the international conference EGOV-CeDEM-ePart).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  41. Published

    MATHEMATICAL MODEL ORDER REDUCTION OF A FOKKER-PLANCK MEAN-FIELD MODEL

    Lehtimäki, M., Seppälä, I., Paunonen, L. & Linne, M-L., 18 Sep 2019.

    Research output: Other conference contributionPaper, poster or abstractScientific

  42. Regression-based Motion Vector Field for Video Coding

    Ghaznavi Youvalari, R., Aminlou, A. & Lainema, J., 18 Sep 2019, In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticleScientificpeer-review

  43. E-pub ahead of print

    Deep Multi-view Learning to Rank

    Cao, G., Iosifidis, A., Gabbouj, M., Raghavan, V. & Gottumukkala, R., 20 Sep 2019, In : IEEE Transactions on Knowledge and Data Engineering.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Gaussian Light Model in Brightfield Optical Projection Tomography

    Koskela, O., Montonen, T., Belay, B., Figueiras, E., Pursiainen, S. & Hyttinen, J., 26 Sep 2019, In : Scientific Reports. 9, 1

    Research output: Contribution to journalArticleScientificpeer-review

  45. E-pub ahead of print

    Teacher’s Perceptions and Readiness to Teach Coding Skills: A Comparative Study Between Finland, Mainland China, Singapore, Taiwan, and South Korea

    Wu, L., Looi, C. K., Multisilta, J., How, M. L., Choi, H., Hsu, T. C. & Tuomi, P., 30 Sep 2019, In : Asia-Pacific Education Researcher. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    World Heritage meets Smart City in an Urban- Educational Hackathon in Rauma

    Suominen, A. H., Halvari, S. & Jussila, J., 30 Sep 2019, In : Technology Innovation Management Review. 9, 9, p. 44-63 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Acoustic Scene Classification Using Higher-Order Ambisonic Features

    Green, M. C., Adavanne, S., Murphy, D. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 328-332 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  48. Published

    Adaptive Block Matching Based Quantization for Lossy Image Compression

    Ponomarenko, M. & Egiazarian, K., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 4-9 6 p. (European Workshop on Visual Information Processing).

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

  49. Published

    A Multi-room Reverberant Dataset for Sound Event Localization and Detection

    Adavanne, S., Politis, A. & Virtanen, T., Oct 2019, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019). p. 10-14

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

  50. Published

    City Classification from Multiple Real-World Sound Scenes

    Bear, H. L., Heittola, T., Mesaros, A., Benetos, E. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 11-15 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  51. Published

    Deep Convolutional Autoencoder for Estimation of Nonstationary Noise in Images

    Ghanbaralizadeh Bahnemiri, S., Ponomarenko, M. & Egiazarian, K., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 238-243 6 p. (European Workshop on Visual Information Processing).

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

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