A novel memory architecture for real-time mesh-based video motion compensation
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents a memory architecture for real-time mesh-based video motion compensation. The architecture uses the affine transformation for warping the deformed patches in the reference frame into the undeformed patches in the current frame. The reference and current frames are stored in SRAMs generated with Virage/spl trade/ memory compiler. The proposed architecture has been prototyped, simulated and synthesized using the TSMC 0.18 /spl mu/m CMOS technology. At 100 MHz clock frequency, the proposed architecture processes one CIF video frame (i.e. 352x288 pixels) in 0.59 ms. This means it can process up to 1694 frames per second. The core area of the proposed architecture is 28.04 mm/sup 2/ and its power consumption is 31.15 mW.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it