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Publications

  1. 2019

  2. Published

    Introduction to multimodal scene understanding

    Yang, M. Y., Rosenhahn, B. & Murino, V., 2 Aug 2019, Multimodal Scene Understanding: Algorithms, Applications and Deep Learning. Ying Yang, M., Rosenhahn, B. & Murino, V. (eds.). Elsevier, p. 1-7 7 p.

    Research output: Chapter in book/report/conference proceedingContribution to book/anthologyResearchpeer review

  3. Published

    Learning convolutional neural networks for object detection with very little training data

    Reinders, C., Ackermann, H., Yang, M. Y. & Rosenhahn, B., 2 Aug 2019, Multimodal Scene Understanding: Algorithms, Applications and Deep Learning. Ying Yang, M., Rosenhahn, B. & Murino, V. (eds.). Elsevier, p. 65-100 36 p.

    Research output: Chapter in book/report/conference proceedingContribution to book/anthologyResearchpeer review

  4. Published

    Occlusion-Aware Method for Temporally Consistent Superpixels

    Reso, M., Jachalsky, J., Rosenhahn, B. & Ostermann, J., 1 Jun 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 6, p. 1441-1454 14 p., 8353729.

    Research output: Contribution to journalArticleResearchpeer review

  5. Published

    Vehicle detection in aerial images

    Yang, M. Y., Liao, W., Li, X., Cao, Y. & Rosenhahn, B., Apr 2019, In: Photogrammetric Engineering and Remote Sensing. 85, 4, p. 297-304 8 p.

    Research output: Contribution to journalArticleResearchpeer review

  6. Published

    A kinematic chain space for monocular motion capture

    Wandt, B., Ackermann, H. & Rosenhahn, B., 23 Jan 2019, Computer Vision - ECCV 2018 Workshops: Munich, Germany, September 8-14, 2018, Proceedings, Part IV. Leal-Taixé, L. & Roth, S. (eds.). 1. ed. Cham, p. 31-47 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11132 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  7. Published

    Region-based Cycle-Consistent Data Augmentation for Object Detection

    Kluger, F., Reinders, C., Raetz, K., Schelske, P., Wandt, B., Ackermann, H. & Rosenhahn, B., 22 Jan 2019, 2018 IEEE International Conference on Big Data (Big Data): Proceedings. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5205-5211 7 p. 8622318

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  8. Published

    Multimodal Scene Understanding: Algorithms, applications and deep learning

    Yang, M. Y. (Editor), Rosenhahn, B. (Editor) & Murino, V. (Editor), 2019, Elsevier. 10 p.

    Research output: Book/ReportMonographResearchpeer review

  9. Published

    Natural language guided visual relationship detection

    Liao, W., Rosenhahn, B., Shuai, L. & Yang, M. Y., 2019, Proceedings: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 444-453 10 p. 9025468. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. Published

    RepNet: Weakly supervised training of an adversarial reprojection network for 3D human pose estimation

    Wandt, B. & Rosenhahn, B., 2019, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7774-7783 10 p. 8953653. (IEEE Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  11. 2018

  12. Published

    Fusion of head and full-body detectors for multi-object tracking

    Henschel, R., Leal-Taixe, L., Cremers, D. & Rosenhahn, B., 17 Dec 2018, Proceedings: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 1509-1518 10 p. 8575351. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  13. Published

    Markov chain neural networks

    Awiszus, M. & Rosenhahn, B., 17 Dec 2018, Proceedings: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 2261-2268 8 p. 8575464. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  14. Published

    Object Recognition from very few Training Examples for Enhancing Bicycle Maps

    Reinders, C., Ackermann, H., Yang, M. Y. & Rosenhahn, B., 22 Oct 2018, 2018 IEEE Intelligent Vehicles Symposium, IV 2018. Institute of Electrical and Electronics Engineers Inc., p. 860-867 8 p. 8500469. (IEEE Intelligent Vehicles Symposium, Proceedings; vol. 2018-June).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. Published

    Recovering accurate 3D human pose in the wild using IMUs and a moving camera

    von Marcard, T., Henschel, R., Black, M. J., Rosenhahn, B. & Pons-Moll, G., 6 Oct 2018, Computer Vision: ECCV 2018 - 15th European Conference, 2018, Proceedings. Springer Verlag, p. 614-631 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  16. Published

    Deep Learning for Vehicle Detection in Aerial Images

    Yang, M. Y., Liao, W., Li, X. & Rosenhahn, B., 1 Oct 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 3079-3083 5 p. 8451454. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  17. Published

    Extending HEVC with a Texture Synthesis Framework using Detail-aware Image Decomposition

    Wandt, B., Laude, T., Rosenhahn, B. & Ostermann, J., 6 Sept 2018, 2018 Picture Coding Symposium, PCS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 144-148 5 p. 8456248

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  18. Published

    Physical High Dynamic Range Imaging with Conventional Sensors

    Meuel, H., Ackermann, H., Rosenhahn, B. & Ostermann, J., 6 Sept 2018, 2018 Picture Coding Symposium, PCS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 209-213 5 p. 8456268

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  19. Published

    Neural Networks for Measurement-based Bandwidth Estimation

    Khangura, S. K., Fidler, M. & Rosenhahn, B., 2 Jul 2018, 2018 IFIP Networking Conference IFIP Networking and Workshops: IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 460-468 9 p. 8697023

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Published

    3D braid guide hair reconstruction using electroluminescent wires

    Hachmann, H., Awiszus, M. & Rosenhahn, B., Jun 2018, In: Visual Computer. 34, 6-8, p. 793-804 12 p.

    Research output: Contribution to journalArticleResearchpeer review

  21. Published

    Physics-based models for human gait analysis

    Zell, P., Wandt, B. & Rosenhahn, B., 4 Apr 2018, Handbook of Human Motion. Springer International Publishing AG, Vol. 1-3. p. 267-292 26 p.

    Research output: Chapter in book/report/conference proceedingContribution to book/anthologyResearchpeer review

  22. Published

    Video event recognition and anomaly detection by combining gaussian process and hierarchical Dirichlet process models

    Yang, M. Y., Liao, W., Cao, Y. & Rosenhahn, B., Apr 2018, In: Photogrammetric Engineering and Remote Sensing. 84, 4, p. 203-214 12 p.

    Research output: Contribution to journalArticleResearch