Hashing N-dimensional Float Vectors
Facebook Image Similarity Challenge and its winners (2021).
Deep Features as a Perceptual Metric [PDF]
Sentence Transformers to Find (Near)-Duplicates (Github)
Multi-View Image Comparison [PDF]
Image Similarity Algorithm Based on Sparse Coding
Gestalt Perceptual Hierarchies
Understanding SSIM (NVIDIA 2020)
From Error Visibility to Structural Similarity [PDF]
PyTorch Image Quality Metrics (Github)
Building a Reverse Image Search Engine (Oreilly e-book)
Embeddings for Detecting Mobile Counterfeit Apps [PDF]
Similarity Metrics for Embeddings
Hyperbolic Image Embeddings [PDF]
Sentence Transformers for Clustering (Github)
Vector Similarity Search Overview
k-Nearest Neighbor (k-NN) Search on Amazon AWS
Accelerating Similarity Search with Vector Indexing
Image Hash Functions to Find Duplicates
A Survey of Hashing Methods [PDF]
Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensions [PDF]
Comparison of Perceptual Hashes [PDF]
CNNs and Triplet Loss for Product Search Well Explained [PDF]
Semantic-Aware Image Similarity Search [PDF]
Pretrained CNN Features For Similar Image Search
TensorFlow Similarity (Python)
Multiresolution Hash Encoding (NVIDIA)
Microsoft Computer Vision Recipes (Github)
Image-Scaling Attacks (Adversarial Machine Learning)
Suppression of Correlated Noise with Similarity-Based Unsupervised Deep Learning