Effect of classifier selection, reference sample size, reference class distribution and scene heterogeneity in per-pixel classification accuracy using 26 Landsat sites
Overview & Synopsis
This study investigates the effects of classifier selection, reference sample size, reference class distribution, and scene heterogeneity on per-pixel classification accuracy across 26 Landsat sites. It evaluates methodological factors influencing remote sensing image classification performance.
Indexed from repository: NASA Technical Reports Server
(
ntrs.nasa.gov)
Document Information
| Document Title | Effect of classifier selection, reference sample size, reference class distribution and scene heterogeneity in per-pixel classification accuracy using 26 Landsat sites |
|---|---|
| Author / Organization | Shahriar S. Heydari, Giorgos Mountrakis |
| Subject & Discipline | ACCEPTED_MANUSCRIPT |
| Categories | Aerospace & Aviation |
| Publication Year | 2026 |
| License / Rights | Public Domain / NASA STI Open Access |
| Resource Verification | Listed PDF (Verification Pending) |
| Original Host Website |
NASA Technical Reports Server
(ntrs.nasa.gov)
|
| File Format | application/pdf (Portable Document Format) |
| Language | EN |
| Catalog ID | DOC-416 |
| Original Source Link | Visit Source Page on ntrs.nasa.gov » |