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Joni Kämäräinen

20072024

Research activity per year

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  • 2024

    PlaceNav: Topological Navigation through Place Recognition

    Suomela, L., Kalliola, J., Edelman, H. & Kämäräinen, J.-K., 2024, 2024 IEEE International Conference on Robotics and Automation (ICRA). IEEE, p. 5205-5213 9 p. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    18 Downloads (Pure)

  • Probabilistic Subgoal Representations for Hierarchical Reinforcement learning

    Wang, V. H., Wang, T., Yang, W., Kämäräinen, J. K. & Pajarinen, J., 2024, ICML'24: Proceedings of the 41st International Conference on Machine Learning. JMLR, p. 51755-51770 16 p. 2122. (Proceedings of Machine Learning Research; vol. 235).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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

  • Single Pixel Spectral Color Constancy

    Koskinen, S., Acar, E. & Kämäräinen, J. K., 2024, In: International Journal of Computer Vision. 132, p. 287-299

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    13 Downloads (Pure)
  • 2023

    Benchmarking Visual Localization for Autonomous Navigation

    Suomela, L., Kalliola, J., Dag, A., Edelman, H. & Kämäräinen, J.-K., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. IEEE, p. 2944-2954 11 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    5 Downloads (Pure)

  • Depth-Aware Image Compositing Model for Parallax Camera Motion Blur

    Torres, G. F. & Kämäräinen, J., 2023, Image Analysis: 22nd Scandinavian Conference, SCIA 2023, Sirkka, Finland, April 18–21, 2023, Proceedings, Part I.. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). 1 ed. Springer, p. 279-296 18 p. (Lecture Notes in Computer Science; vol. 13885 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    5 Downloads (Pure)

  • Image Analysis: 22nd Scandinavian Conference, SCIA 2023, Sirkka, Finland, April 18–21, 2023, Proceedings, Parts I & II

    Gade, R. (Editor), Felsberg, M. (Editor) & Kämäräinen, J. K. (Editor), 2023, Springer. (Lecture Notes in Computer Science; vol. 13885, 13886 LNCS)

    Research output: Book/Report › Anthology › Scientific › peer-review

  • Koneoppimisen perusteet

    Kämäräinen, J., 2023, Helsinki: Otatieto. 188 p.

    Research output: Book/Report › Book › Professional

  • LiDAR Place Recognition Evaluation with the Oxford Radar RobotCar Dataset Revised

    Peltomäki, J., Alijani, F., Puura, J., Huttunen, H., Rahtu, E. & Kämäräinen, J. K., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). Springer, p. 3-16 14 p. (Lecture Notes in Computer Science; vol. 13885 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    10 Downloads (Pure)

  • Prioritized offline Goal-swapping Experience Replay

    Yang, W., Pajarinen, J., Cai, D. & Kämäräinen, J., 2023, International Conference on Learning Representations (ICLR): Workshop on Reincarnating Reinforcement Learning. ICLR, p. 1-10

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Downloads (Pure)

  • Seq2Seq Imitation Learning for Tactile Feedback-based Manipulation

    Yang, W., Angleraud, A., Pieters, R. S., Pajarinen, J. & Kämäräinen, J.-K., 2023, Proceedings - ICRA 2023: IEEE International Conference on Robotics and Automation. IEEE, p. 5829-5836 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    14 Downloads (Pure)

  • State-Conditioned Adversarial Subgoal Generation

    Huiling Wang, V., Pajarinen, J., Wang, T. & Kämäräinen, J. K., 27 Jun 2023, AAAI-23 Technical Tracks 8. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI PRESS, p. 10184-10191 8 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37, no. 8).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    7 Citations (Scopus)
    15 Downloads (Pure)

  • TAU-Indoors Dataset for Visual and LiDAR Place Recognition

    Dag, A., Alijani, F., Peltomäki, J., Suomela, L., Rahtu, E., Edelman, H. & Kämäräinen, J. K., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J.-K. (eds.). Springer, p. 326-339 14 p. (Lecture Notes in Computer Science; vol. 13886 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Downloads (Pure)
  • 2022

    Active Short-Long Exposure Deblurring

    Yang, D., Koskinen, S. & Kämäräinen, J.-K., 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 281-287 7 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    12 Downloads (Pure)

  • Constrained Imitation Q-learning with Earth Mover’s Distance reward

    Yang, W., Strokina, N., Pajarinen, J. & Kämäräinen, J., 2022.

    Research output: Other conference contribution › Poster › Scientific

  • Evaluation of Long-term Deep Visual Place Recognition

    Alijani, F., Peltomäki, J., Puura, J., Huttunen, H., Kämäräinen, J.-K. & Rahtu, E., 2022, Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2022). Science and Technology Publications (SciTePress), Vol. 5. p. 437-447 (VISIGRAPP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Evaluation of RGB and LiDAR Combination for Robust Place Recognition

    Alijani, F., Peltomäki, J., Puura, J., Huttunen, H., Kämäräinen, J.-K. & Rahtu, E., 2022, Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Farinella, G. M., Radeva, P. & Bouatouch, K. (eds.). Science and Technology Publications (SciTePress), p. 650-658 (VISAPP; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Long-term Visual Place Recognition

    Alijani, F., Peltomäki, J., Puura, J., Huttunen, H., Kämäräinen, J.-K. & Rahtu, E., 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 3422-3428 7 p. (International Conference on Pattern Recognition; vol. 2022-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    8 Downloads (Pure)

  • New competitiveness and business impact from intelligence, intuition, integration and interaction: The final report of the NewBI5 research project

    Laine, T., Tiitola, V., Korhonen, T., Kuperstein Blasco, D., Ruusuvuori, J. & Kämäräinen, J., 17 Jun 2022, Tampere University. 34 p.

    Research output: Book/Report › Commissioned report

    Open Access

  • The Tenth Visual Object Tracking VOT2022 Challenge Results

    Kristan, M., Leonardis, A., Matas, J., Felsberg, M., Pflugfelder, R., Kämäräinen, J., Jin Chang, H., Danelljan, M., Čehovin Zajc, L., Lukežič, A., Drbohlav, O., Björklund, J., Zhang, Y., Zhang, Z., Yan, S., Yang, W., Cai, D., Mayer, C., Fernández, G. & Ben, K. & 135 others, Bhat, G., Chang, H., Chen, G., Chen, J., Chen, S., Chen, X., Chen, X., Chen, X., Chen, Y., Yu-Hsi, Y.-H., Chen, Z., Cheng, Y., Ciaramella, A., Cui, Y., Džubur, B., Murali Dasari, M., Deng, Q., Dhar, D., Di, S., Di Nardo, E., Du, D. K., Dunnhofer, M., Fan, H., Feng, Z., Fu, Z., Gao, S., Gorthi, R. K., Granger, E., Gu, Q. H., Gupta, H., He, J., He, K., Huang, Y., Jangid, D., Ji, R., Jiang, C., Jiang, Y., Lawin, F. J., Kang, Z., Kiran, M., Kittler, J., Lai, S., Lan, X., Lee, D., Lee, H., Lee, S., Li, H., Li, M., Li, W., Li, X., Li, X., Li, X., Li, Z., Lin, L., Ling, H., Liu, B., Liu, C., Liu, S., Lu, H., Cruz, R. M. O., Ma, B., Ma, C., Ma, J., Ma, Y., Martinel, N., Memarmoghadam, A., Micheloni, C., Moallem, P., Nguyen-Meidine, L. T., Pan, S., Park, C., Paudel, D., Paul, M., Peng, H., Robinson, A., Rout, L., Shan, S., Simonato, K., Song, T., Song, X., Sun, C., Sun, J., Tang, Z., Timofte, R., Tsai, C.-Y., Van Gool, L., Verma, O. P., Wang, D., Wang, F., Liang, W., Wang, L., Wang, L., Wang, L., Wang, Q., Wu, G., Wu, J., Wu, X., Xie, F., Xu, T., Xu, W., Xu, Y., Xu, Y., Xue, W., Xun, Z., Yan, B., Yang, D., Yang, J., Yang, W., Yang, X., Yang, Y., Yang, Y., Yang, Z., Ye, B., Yu, F., Yu, H., Yu, J., Yu, Q., Yu, W., Zhai, J., Zhang, C., Zhang, C., Zhang, K., Zhang, T., Zhang, W., Zhang, Z., Zhang, Z., Zhao, J., Zhao, S., Zheng, F., Zheng, H., Zheng, M., Zhong, B., Zhu, J., Zhu, X. & Zhuang, Y., 2022, Proceedings of the European Conference on Computer Vision (ECCV) Workshops. Springer, p. 431–460

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    28 Citations (Scopus)
    29 Downloads (Pure)

  • Visual Rewards From Observation for Sequential Tasks: Autonomous Pile Loading

    Strokina, N., Yang, W., Pajarinen, J., Serbenyuk, N., Kämäräinen, J. & Ghabcheloo, R., 31 May 2022, In: Frontiers in Robotics and AI. 9, 17 p., 838059.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    14 Downloads (Pure)
  • 2021

    A Benchmark for Burst Color Constancy

    Qian, Y., Käpylä, J., Kämäräinen, J. K., Koskinen, S. & Matas, J., 2021, Computer Vision – ECCV 2020 Workshops, Proceedings. Bartoli, A. & Fusiello, A. (eds.). Springer, p. 359-375 17 p. (Lecture Notes in Computer Science; vol. 12537 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    37 Downloads (Pure)

  • Benchmarking pose estimation for robot manipulation

    Hietanen, A., Latokartano, J., Foi, A., Pieters, R., Kyrki, V., Lanz, M. & Kämäräinen, J.-K., Sept 2021, In: ROBOTICS AND AUTONOMOUS SYSTEMS. 143, 10 p., 103810.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    6 Citations (Scopus)
    22 Downloads (Pure)

  • Depth-only Object Tracking

    Yan, S., Yang, J., Leonardis, A. & Kämäräinen, J., 2021, British Machine Vision Conference (BMVC). BMVA Press

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional

    Open Access
    File
    6 Downloads (Pure)

  • DepthTrack: Unveiling the Power of RGBD Tracking

    Yan, S., Yang, J., Käpylä, J., Zheng, F., Leonardis, A. & Kämäräinen, J.-K., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. IEEE, p. 10705-10713 9 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    64 Citations (Scopus)
    15 Downloads (Pure)

  • Evaluation of Long-term LiDAR Place Recognition

    Peltomäki, J., Alijani, F., Puura, J., Huttunen, H., Rahtu, E. & Kämäräinen, J.-K., 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, p. 4487-4492 6 p. (Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    28 Downloads (Pure)

  • Fast fourier intrinsic network

    Qian, Y., Shi, M., Kämäräinen, J.-K. & Matas, J., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. IEEE, p. 3168-3177 10 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    11 Citations (Scopus)
    7 Downloads (Pure)

  • Loop-closure detection by LiDAR scan re-identification

    Peltomäki, J., Ni, X., Puura, J., Kämäräinen, J. K. & Huttunen, H., 2021, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. IEEE, p. 9107-9114 8 p. 9412843. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    10 Downloads (Pure)

  • Mobile and adaptive User interface for human robot collaboration in assembly tasks

    Monakhov, D., Latokartano, J., Lanz, M., Pieters, R. & Kämäräinen, J.-K., 2021, 2021 20th International Conference on Advanced Robotics (ICAR). IEEE, p. 812-817 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    27 Downloads (Pure)

  • Monolithic vs. hybrid controller for multi-objective Sim-to-Real learning

    Dag, A., Angleraud, A., Yang, W., Strokina, N., Pieters, R. S., Lanz, M. & Kämäräinen, J.-K., 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, p. 4576-4582 7 p. ( Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    21 Downloads (Pure)

  • Neural Network Controller for Autonomous Pile Loading Revised

    Yang, W., Strokina, N., Serbenyuk, N., Pajarinen, J., Ghabcheloo, R., Vihonen, J., Aref, M. M. & Kämäräinen, J.-K., 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA). IEEE, p. 2198-2204 7 p. (IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    13 Downloads (Pure)

  • Robots and the Future of Welfare Services: A Finnish Roadmap

    Kyrki, V., Aaltonen, I., Ainasoja, A., Heikkilä, P., Heikkinen, S., Hennala, L., Koistinen, P., Kämäräinen, J., Laakso, K., Laitinen, A., Lammi, H., Lanne, M., Lappalainen, I., Lehtinen, H., Lehto, P., Leppälahti, T., Lundell, J., Melkas, H., Niemelä, M. & Parjanen, S. & 16 others, Parviainen, J., Pekkarinen, S., Pirhonen, J., Porokuokka, J., Rantanen, T., Ruohomäki, I., Saurio, R., Sahlgren, O., Särkikoski, T., Talja, H., Tammela, A., Tuisku, O., Turja, T., Van Aerschot, L., Verdoja, F. & Välimäki, K., 2021, Aalto University, 72 p. (Aalto University publication series CROSSOVER; no. 4).

    Research output: Working paper

    Open Access

  • Single Pixel Spectral Color Constancy

    Koskinen, S., Acar, E. & Kämäräinen, J., 2021, British Machine Vision Conference (BMVC). BMVA Press

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional

    Open Access
    File
    14 Downloads (Pure)

  • The Ninth Visual Object Tracking VOT2021 Challenge Results

    Kristan, M., Matas, J., Leonardis, A., Felsberg, M., Pflugfelder, R., Kämäräinen, J., Jin Chang, H., Danelljan, M., Čehovin Zajc, L., Lukežič, A., Drbohlav, O., Käpylä, J., Häger, G., Yan, S., Yang, J., Zhang, Z., Fernández, G., Abdelpakey, M., Bhat, G. & Cerkezi, L. & 111 others, Cevikalp, H., Chen, S., Chen, X., Cheng, M., Cheng, Z., Cirakman, O., Cui, Y., Dai, K., Murali Dasari, M., Deng, Q., Dong, X., Du, D. K., Dunnhofer, M., Feng, Z.-H., Feng, Z., Fu, Z., Ge, S., Gorthi, R. K., Gu, Y., Gunsel, B., Guo, Q., Gurkan, F., Han, W., Huang, Y., Lawin, F. J., Jhang, S.-J., Ji, R., Jiang, C., Jiang, Y., Juefei-Xu, F., Jun, Y., Ke, X., Khan, F. S., Kim, B. H., Kittler, J., Lan, X., Lee, J. H., Leibe, B., Li, H., Li, J., Li, X., Li, Y., Liu, B., Liu, C., Liu, J., Liu, L., Liu, Q., Lu, H., Lu, W., Luiten, J., Ma, J., Ma, Z., Martinel, N., Mayer, C., Memarmoghadam, A., Micheloni, C., Niu, Y., Paudel, D., Peng, H., Qiu, S., Rajiv, A., Rana, M., Robinson, A., Saribas, H., Shao, L., Shehata, M., Shen, F., Shen, J., Simonato, K., Song, X., Tang, Z., Timofte, R., Torr, P., Tsai, C.-Y., Uzun, B., Van Gool, L., Voigtlaender, P., Wang, D., Wang, G., Wang, L., Wang, L., Wang, L., Wang, L., Wang, Y., Wang, Y., Wu, C., Wu, G., Wu, X.-J., Xie, F., Xu, T., Xu, X., Xue, W., Yan, B., Yang, W., Yang, X., Ye, Y., Yin, J., Zhang, C., Zhang, C., Zhang, H., Zhang, K., Zhang, K., Zhang, X., Zhang, X., Zhang, X., Zhang, Z., Zhao, S., Zhen, M., Zhong, B., Zhu, J. & Zhu, X.-F., 2021, Proceedings of the 2021IEEE/CVF International Conference on Computer Vision Workshops (ICCV). p. 2711-2738 (IEEE International Conference on Computer Vision Workshops (Online)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    85 Citations (Scopus)
    6 Downloads (Pure)
  • 2020

    Anthropometric clothing measurements from 3D body scans

    Yan, S., Wirta, J. & Kämäräinen, J.-K., 2020, In: Machine Vision and Applications. 31, 1-2, 11 p., 7.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    38 Citations (Scopus)
    22 Downloads (Pure)

  • Cross-dataset Color Constancy Revisited Using Sensor-to-Sensor Transfer

    Koskinen, S., Yang, D. & Kämäräinen, J., 2020. 12 p.

    Research output: Other conference contribution › Scientific

    Open Access

  • DAL: A Deep Depth-Aware Long-term Tracker

    Yan, S., Qian, Y., Lukežič, A., Kristan, M., Kämäräinen, J.-K. & Matas, J., 2020, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE, p. 7825-7832 8 p. (International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    33 Citations (Scopus)
    7 Downloads (Pure)

  • Learning a Pile Loading Controller from Demonstrations

    Yang, W., Strokina, N., Serbenyuk, N., Ghabcheloo, R. & Kämäräinen, J., 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. IEEE, p. 4427-4433 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    19 Downloads (Pure)

  • Silhouette Body Measurement Benchmarks

    Yan, S., Wirta, J. & Kämäräinen, J.-K., 2020, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE, p. 7804-7809 6 p. (International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    12 Citations (Scopus)
    21 Downloads (Pure)
  • 2019

    AR-based interaction for human-robot collaborative manufacturing

    Hietanen, A., Pieters, R. S., Lanz, M., Latokartano, J. & Kämäräinen, J., Nov 2019, In: Robotics and Computer-Integrated Manufacturing. 63, 2020, 101891.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    197 Citations (Scopus)
    85 Downloads (Pure)

  • Beyond Wisdom of Crowds: Deep Uncertainty Coding for Apparent Age Estimation

    Qian, Y., Chen, K., Yang, D. & Kämäräinen, J., 2019, 2019 IEEE 4th International Conference on Image, Vision and Computing (ICIVC). IEEE, p. 658-662 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark

    Lukezic, A., Kart, U., Käpylä, J., Durmush, A., Kämäräinen, J.-K., Matas, J. & Kristan, M., 2019, 2019 International Conference on Computer Vision, ICCV 2019. IEEE, p. 10012-10021 10 p. 9010284. (IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    58 Citations (Scopus)
    37 Downloads (Pure)

  • Clinical evaluation of a fully-automated parenchymal analysis software for breast cancer risk assessment: A pilot study in a Finnish sample

    Pertuz, S., Sassi, A., Holli-Helenius, K., Kämäräinen, J., Rinta-Kiikka, I., Lääperi, A. L. & Arponen, O., 2019, In: European Journal of Radiology. 121, p. 108710 108710.

    Research output: Contribution to journal › Article › Scientific › peer-review

    13 Citations (Scopus)

  • CNN-based Cross-dataset No-reference Image Quality Assessment

    Yang, D., Peltoketo, V.-T. & Kämäräinen, J.-K., 2019, 2019 International Conference on Computer Vision Workshop, ICCVW 2019. IEEE, p. 3913-3921 9 p. 9022237. (IEEE International Conference on Computer Vision workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    18 Citations (Scopus)
    19 Downloads (Pure)

  • Convolutional low-resolution fine-grained classification

    Cai, D., Chen, K., Qian, Y. & Kämäräinen, J.-K., Mar 2019, In: Pattern Recognition Letters. 119, p. 166-171

    Research output: Contribution to journal › Article › Scientific › peer-review

    61 Citations (Scopus)

  • Cross-Granularity Attention Network for Semantic Segmentation

    Zhu, L., Wang, T., Aksu, E. & Kämäräinen, J., 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). IEEE, p. 1920-1930 (IEEE International Conference on Computer Vision workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    6 Citations (Scopus)

  • 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 journal › Article › Scientific › peer-review

    Open Access
    File
    13 Citations (Scopus)
    40 Downloads (Pure)

  • Flash Lightens Gray Pixe

    Qian, Y., Yan, S., Kämäräinen, J.-K. & Matas, J., Sept 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 proceeding › Conference contribution › Scientific › peer-review

    5 Citations (Scopus)

  • Micro-parenchymal patterns for breast cancer risk assessment

    Pertuz, S., Sassi, A., Karivaara-Makela, M., Holli-Helenius, K., Laaperi, A.-L., Rinta-Kiikka, I., Arponen, O. & Kämäräinen, J.-K., 2019, In: Biomedical Physics & Engineering Express. 5, 6, 11 p., 065008.

    Research output: Contribution to journal › Article › Scientific › peer-review

    5 Citations (Scopus)

  • Morphological Area Gradient: System-independent Dense Tissue Segmentation in Mammography Images

    Torres, G. F., Sassi, A., Arponen, O., Holli-Helenius, K., Lääperi, A.-L., Rinta-Kiikka, I., Kämäräinen, J. & Pertuz, S., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 4855-4858 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    5 Citations (Scopus)

  • Neural network pile loading controller trained by demonstration

    Halbach, E., Kämäräinen, J. & Ghabcheloo, R., 20 May 2019, IEEE International Conference on Robotics and Automation (ICRA): 20-24 May 2019, Montreal, QC, Canada. Montreal, Canada: IEEE, p. 980-986 (IEEE International conference on Robotics and Automation, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    19 Citations (Scopus)