Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.2% · Nov 201319922001200920172026
2 results for “k-segmentation”
A new heuristic algorithm for fast k-segmentationcs.CV

A new heuristic LM algorithm improves kk-segmentation accuracy with less computation.

problem Efficiently segmenting large video streams into meaningful piecewise-linear segments.
method Inspired by Lloyd's and Lloyd-Max algorithms, LM algorithm iteratively minimizes a cost function.
result LM algorithm achieves competitive accuracy with exact methods at a fraction of the computational cost.
k-segmentationvideo processingmachine learningsegmentation algorithmsheuristics
2020-09-02abs ↗pdf ↗