Place Recognition Network

A neural network trained to recognize previously visited locations from camera images, regardless of viewpoint or lighting changes. NetVLAD (aggregates local features into a global descriptor) and DBoW2 (bag-of-words with ORB features) are the dominant architectures. Place recognition networks power loop closure in visual SLAM and are the backbone of robot relocalization.