A Patch-Based Computational Framework for the Analysis of Structurally Heterogeneous Bioelectrographic Images

Image datasets characterized by high intra-image structural heterogeneity pose significant challenges for supervised classification, particularly when local patterns contribute unevenly to image-level decisions. In such scenarios, direct image-level learning may obscure relevant local variability an...

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Váldodahkkit:	Rodrigo Guedes Pereira Pinheiro, Claudia Lage Rebello da Motta
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	MDPI AG 2026-02-01
Ráidu:	Applied Sciences
Fáttát:	patch-based image analysis computer vision morphological pattern classification hierarchical image data class imbalance decision threshold calibration
Liŋkkat:	https://www.mdpi.com/2076-3417/16/4/1907
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