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Choriyev Ilxom

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#diffusion models Open access Oct 2026

A HYBRID SYSTEM BASED ON SAM-2 AND A LATENT CROSS-ATTENTION DIFFUSION MODEL FOR AUTOMATIC OBJECT SEGMENTATION AND CONTEXTUAL INPAINTING IN IMAGES

This article addresses the problem of high-precision segmentation of objects in images and their contextually accurate restoration through inpainting. The authors propose a novel hybrid system based on the Segment Anything Model 2 (SAM-2) and a Latent Cross-Attention (LCA) diffusion mechanism. The SAM-2 model enables p...

Choriyev Ilxom, Ibragimova Mahfuza · 0 citations
#diffusion models Open access Oct 2026

A HYBRID SYSTEM BASED ON SAM-2 AND A LATENT CROSS-ATTENTION DIFFUSION MODEL FOR AUTOMATIC OBJECT SEGMENTATION AND CONTEXTUAL INPAINTING IN IMAGES

This article addresses the problem of high-precision segmentation of objects in images and their contextually accurate restoration through inpainting. The authors propose a novel hybrid system based on the Segment Anything Model 2 (SAM-2) and a Latent Cross-Attention (LCA) diffusion mechanism. The SAM-2 model enables p...

Choriyev Ilxom, Ibragimova Mahfuza · 0 citations

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