https://oldena.lpnu.ua/handle/ntb/52552| Title: | Partial Motion Blur Removal |
| Authors: | Klyuvak, Andriy Kliuvak, Oksana Skrynkovskyy, Ruslan |
| Affiliation: | ABTO Software LLC Lviv University of Business and Law |
| Bibliographic description (Ukraine): | Klyuvak A. Partial Motion Blur Removal / Andriy Klyuvak, Oksana Kliuvak, Ruslan Skrynkovskyy // Data stream mining and processing : proceedings of the IEEE second international conference, 21-25 August 2018, Lviv. — Львів : Lviv Politechnic Publishing House, 2018. — P. 483–487. — (Machine Vision and Pattern Recognition). |
| Bibliographic description (International): | Klyuvak A. Partial Motion Blur Removal / Andriy Klyuvak, Oksana Kliuvak, Ruslan Skrynkovskyy // Data stream mining and processing : proceedings of the IEEE second international conference, 21-25 August 2018, Lviv. — Lviv Politechnic Publishing House, 2018. — P. 483–487. — (Machine Vision and Pattern Recognition). |
| Is part of: | Data stream mining and processing : proceedings of the IEEE second international conference, 2018 |
| Conference/Event: | IEEE second international conference "Data stream mining and processing" |
| Issue Date: | 28-Feb-2018 |
| Publisher: | Lviv Politechnic Publishing House |
| Place of the edition/event: | Львів |
| Temporal Coverage: | 21-25 August 2018, Lviv |
| Keywords: | image deblurring motion blur single object PSF computer vision image reconstruction partial blur |
| Number of pages: | 5 |
| Page range: | 483-487 |
| Start page: | 483 |
| End page: | 487 |
| Abstract: | The work is focused on two types of images partial blur (a single object blur and background blur). Complex approach to the deblurring of such images is proposed. It includes such aspects as automated blur detection, blurred image PSF estimation, blurred patches extraction and processing etc. |
| URI: | https://ena.lpnu.ua/handle/ntb/52552 |
| ISBN: | © Національний університет „Львівська політехніка“, 2018 © Національний університет „Львівська політехніка“, 2018 |
| Copyright owner: | © Національний університет “Львівська політехніка”, 2018 |
| URL for reference material: | http://ai.stanford.edu/~schuon/deblur/download/schuon_nature_of_motion_blur.pdf https://arxiv.org/pdf/1612.02583v1.pdf |
| References (Ukraine): | [1] S. Schuon, “The Nature of Motion Blur” http://ai.stanford.edu/~schuon/deblur/download/schuon_nature_of_motion_blur.pdf [2] Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, and Qinfeng Shi, “From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur,” Cornell University Library, Computer Vision and Pattern Recognition, Submitted on 8 Dec 2016 https://arxiv.org/pdf/1612.02583v1.pdf [3] R. Fergus, B. Singh, A. Hertzmann, S.T.Roweis, and W.T.Freeman, “Removing Camera Shake from a Single Photograph,” ACM Trans. Graph. (SIGGRAPH), vol. 25(3) pp. 787–794, 2006 [4] D. Peleshko, A. Kluvak, M. Peleshko, and N. Kustra, “Motion Blurred Images PSF Estimation method,” VIth International Scientific and Technical Conference “Computer Science And Information Technologies” (CSIT 2011), Lviv, Ukrane, pp.23-24, November 16 – 19, 2011. [5] D. Peleshko, A. Klyuvak, N. Kustra, and M. Navytka, “Deblurring of images distorted by separate objects' motion using blur kernel,” V International Scientific and Technical Conference “Computer Science And Information Technologies” (CSIT 2010), Lviv, Ukrane, pp. 34-35, October 14-16, 2010. [6] R. T. Frankot and R. Chellappa, “A Method for Enforcing Integrability in Shape from Shading,” IEEE PAMI vol 10, no 4, pp. 439-451, July 1988. [7] D. Peleshko, O. Makoweychuk, and A. Klyuvak, “Reconstruction of Images Distorted by Partial Motion Blur with Not Blurred Zones Inclusions,” Proceedings of the VII International Scientific and Technical Conference, “Computer Science And Information Technologies” (CSIT 2012), Lviv, Ukrane, pp.125-126, November 2012. [8] Q. Shan, J. Jia, and A. Agarwala, “High-Quality Motion Deblurring from a Single Image,” ACM Transactions on Graphics, vol.27, no.3, 2008. [9] Q. Shan, W. Xiong, and J. Jia, “Rotational motion deblurring of a rigid object from a single image,” ICCV 2007, IEEE 11th International Conference, pp. 1-8, 2007. |
| References (International): | [1] S. Schuon, "The Nature of Motion Blur" http://ai.stanford.edu/~schuon/deblur/download/schuon_nature_of_motion_blur.pdf [2] Dong Gong, Jie Yang, Lingqiao Liu, Yanning Zhang, Ian Reid, Chunhua Shen, Anton van den Hengel, and Qinfeng Shi, "From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur," Cornell University Library, Computer Vision and Pattern Recognition, Submitted on 8 Dec 2016 https://arxiv.org/pdf/1612.02583v1.pdf [3] R. Fergus, B. Singh, A. Hertzmann, S.T.Roweis, and W.T.Freeman, "Removing Camera Shake from a Single Photograph," ACM Trans. Graph. (SIGGRAPH), vol. 25(3) pp. 787–794, 2006 [4] D. Peleshko, A. Kluvak, M. Peleshko, and N. Kustra, "Motion Blurred Images PSF Estimation method," VIth International Scientific and Technical Conference "Computer Science And Information Technologies" (CSIT 2011), Lviv, Ukrane, pp.23-24, November 16 – 19, 2011. [5] D. Peleshko, A. Klyuvak, N. Kustra, and M. Navytka, "Deblurring of images distorted by separate objects' motion using blur kernel," V International Scientific and Technical Conference "Computer Science And Information Technologies" (CSIT 2010), Lviv, Ukrane, pp. 34-35, October 14-16, 2010. [6] R. T. Frankot and R. Chellappa, "A Method for Enforcing Integrability in Shape from Shading," IEEE PAMI vol 10, no 4, pp. 439-451, July 1988. [7] D. Peleshko, O. Makoweychuk, and A. Klyuvak, "Reconstruction of Images Distorted by Partial Motion Blur with Not Blurred Zones Inclusions," Proceedings of the VII International Scientific and Technical Conference, "Computer Science And Information Technologies" (CSIT 2012), Lviv, Ukrane, pp.125-126, November 2012. [8] Q. Shan, J. Jia, and A. Agarwala, "High-Quality Motion Deblurring from a Single Image," ACM Transactions on Graphics, vol.27, no.3, 2008. [9] Q. Shan, W. Xiong, and J. Jia, "Rotational motion deblurring of a rigid object from a single image," ICCV 2007, IEEE 11th International Conference, pp. 1-8, 2007. |
| Content type: | Conference Abstract |
| Appears in Collections: | Data stream mining and processing : proceedings of the IEEE second international conference |
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2018_Klyuvak_A-Partial_Motion_Blur_Removal_483-487.pdf | 230.66 kB | Adobe PDF | View/Open | |
| 2018_Klyuvak_A-Partial_Motion_Blur_Removal_483-487__COVER.png | 610.89 kB | image/png | View/Open |
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