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Image Similarity Search

3 papers with code · Computer Vision

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Link and code: Fast indexing with graphs and compact regression codes

CVPR 2018 facebookresearch/faiss

Similarity search approaches based on graph walks have recently attained outstanding speed-accuracy trade-offs, taking aside the memory requirements.

IMAGE SIMILARITY SEARCH QUANTIZATION

Billion-scale similarity search with GPUs

28 Feb 2017facebookresearch/faiss

Similarity search finds application in specialized database systems handling complex data such as images or videos, which are typically represented by high-dimensional features and require specific indexing structures.

IMAGE SIMILARITY SEARCH QUANTIZATION

E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles

10 Jun 2019mkettune/elpips

It has been recently shown that the hidden variables of convolutional neural networks make for an efficient perceptual similarity metric that accurately predicts human judgment on relative image similarity assessment.

IMAGE SIMILARITY SEARCH