Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods

Alexander Freytag, Johannes Rühle, Paul Bodesheim +2

Vector-quantized local features frequently used in bag-of-visual-words approaches are the backbone of popular visual recognition systems due to both their simplicity and their perf…