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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21528
Article Published : 8515
Total Authors : 22403
Total Reviewer : 805
Total Countries : 159
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| Paper Title: | Histogram-Oriented Gradients Based Video Deblurring on FPGA |
| Authors Name: | N.Hemalatha , Dr.T.Menakadevi , Dr.A.Kavitha |
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| Author Reg. ID: |
IJRTI_184838
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| Published Paper Id: | IJRTI2212039 |
| Published In: | Volume 7 Issue 12, December-2022 |
| DOI: | |
| Abstract: | When shooting videos while holding the camera, motion blur from camera shake is a significant problem. Video-based approaches, as opposed to single-image deblurring, may make extensive use of information between neighboring frames. Therefore, aligning adjacent frames is one of the best methods. However, image alignment is a computationally expensive and delicate process; therefore, algorithms that aggregate information must be able to distinguish between areas that have successfully aligned and those that have not, a task that demands a high level of scene knowledge. The approach for removing motion blur from the video is suggested in this work using a histogram of Oriented Gradients (HOG) features. By evaluating the video frame quality using the four performance measures PSNR, SSIM, MSE, and RMSE, it is validated. On a Xilinx Virtex 7 VX485T, the planned work was implemented. |
| Keywords: | FPGA, Video Deblurring, fragile, Histogram of Oriented Gradients |
| Cite Article: | "Histogram-Oriented Gradients Based Video Deblurring on FPGA ", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 12, page no.292 - 300, December-2022, Available :http://www.ijrti.org/papers/IJRTI2212039.pdf |
| Downloads: | 000205366 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2212039
Registration ID:184838
Published In: Volume 7 Issue 12, December-2022
DOI (Digital Object Identifier):
Page No: 292 - 300 Country: Trichy, Tamilnadu, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2212039 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2212039 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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