A One-stage Temporal Detector with Attentional LSTM for Video Object Detection

Temporal object detection is more challenging than static image detection because of the rich context information. Recently, state-of-the-art works mine context information to detect each frame by using LSTM-based modules. However, restricted by the low-exploration of temporal information, significant results in terms of accuracies and speeds are not reported by the existing methods. In this paper...