Scene analysis by mid-level attribute learning using 2D LSTM networks and an application to web-image tagging ?
Efficient 2D LSTM attribute learning without pre-/post- processing of the data. 2D LSTM networks with only a small amount of parameters. Raw noisy web-images for training without manual annotation. Automatic web-image analysis (unknown number of attribute classes and scene types). Further evaluations on public attribute dataset (SceneAtt).
scene analysis mid-level attribute learning lstm web-image tagging recurrent neural network