Advances in Multimedia / 2017 / Article / Tab 6

Research Article

Deep Binary Representation for Efficient Image Retrieval

Table 6

The running time of each experiment. Training time means the time to train the hash function. Hash time means the time to map one image to hash code.

Dataset Method Epoch Training time Hash time

MNIST DBR 100 120 s 80 us
CIFAR10 DBR 300 600 s 160 us
CIFAR10 DBR-v3 50 + 20 2870 s 3 ms
ImageNet DBR-v3 50 + 20 18 h 3 ms

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.