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Puneet Jindal · @puneetjindal

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Segmentation And Background Removal

From linkedin.com/in/puneetjindalisb

I noted that the extreme‑point method increased mean Intersection‑over‑Union (mIoU) from 68.2 % to 77.5 % and pixel accuracy from 82.1 % to 90.3 % on occlusion‑heavy benchmarks.

The approach detects extreme points on each object, extracts embeddings, computes pairwise cosine similarity, and propagates labels via graph diffusion to recover occluded regions.