research
Color Separates Buses That Shape Alone Confuses
A frozen vision model and HSV histograms cluster 7,972 Mexico City bus images without labels.
Summary
A frozen vision model and HSV histograms cluster 7,972 Mexico City bus images without labels.
A 65/35 blend of morphological and color features produced 14 clusters and improved precision for the target public-bus group over morphology alone. The result comes from one road-camera dataset and does not establish route identity or citywide monitoring performance.
Why it matters
A frozen vision model and HSV histograms cluster 7,972 Mexico City bus images without labels.
Limits and context
- The result comes from one road-camera dataset and does not establish route identity or citywide monitoring performance.
Key claims
A frozen vision model and HSV histograms cluster 7,972 Mexico City bus images without labels.
Qualification: The result comes from one road-camera dataset and does not establish route identity or citywide monitoring performance.
Evidence: source-2026-10-16-021
Sources
- arXiv preprint 2610.22270, original v1arXiv / submitting research authors · primary research
Corrections
No corrections have been recorded for this story.