Research Article

A BigBiGAN-Based Loop Closure Detection Algorithm for Indoor Visual SLAM

Algorithm 1

BoW component.
Input: RGB images
Output: BoW
(1)FOR i=1 to imgCollection. Length() DO
(2)   img ⟵ imgCollection[i]
(3)   B ⟵ BigBiGAN(img)
(4)   BoWG. add (B. feature (Generative))
(5)   BoWD. add (B. feature (Discriminator))
(6)END FOR