Capacity-Limited Failure in Approximate Nearest Neighbor Search on Image Embedding Spaces

Similarity search on image embeddings is a common practice for image retrieval in machine learning and pattern recognition systems. Approximate nearest neighbor (ANN) methods enable scalable similarity search on large datasets, often approaching sub-linear complexity. Yet, little empirical work has...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Morgan Roy Cooper, Mike Busch
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	MDPI AG 2026-01-01
श्रृंखला:	Journal of Imaging
विषय:	capacity-limited failure image embeddings approximate nearest neighbors <i>k</i>-NN HNSW neighborhood geometry
ऑनलाइन पहुंच:	https://www.mdpi.com/2313-433X/12/2/55
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