Hardware feasibility analysis for motion segmentation initialization
Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › fagfællebedømt
We analyze and evaluate different initialization methods for motion layers segmentation, a powerful mid-level vision tool. We estimate 6-D affine motion models from the optical flow corresponding to different over-segmentations. Over-segmentations can be either uniform rectangular blocks; or adaptive sized rectangular blocks; or super-pixels; or based on any other clustering methods. We present performance analysis of motion segmentation initialization algorithms on video sequences and discuss the relative pros and cons of these methods in terms of hardware implementation issues.
Originalsprog | Engelsk |
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Tidsskrift | ISOCC 2014 - International SoC Design Conference |
Sider (fra-til) | 148-149 |
Antal sider | 2 |
DOI | |
Status | Udgivet - 16 apr. 2015 |
Eksternt udgivet | Ja |
Begivenhed | 11th International SoC Design Conference, ISOCC 2014 - Jeju, Sydkorea Varighed: 3 nov. 2014 → 6 nov. 2014 |
Konference
Konference | 11th International SoC Design Conference, ISOCC 2014 |
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Land | Sydkorea |
By | Jeju |
Periode | 03/11/2014 → 06/11/2014 |
Bibliografisk note
Publisher Copyright:
© 2014 IEEE.
ID: 301829472