SSD系列

1 SSD : Single Shot MultiBox Detector. ECCV16 ( arxiv )

2 R-SSD : enhancement of ssd by concatenating feature maps for object detection. BMVC17. ( arxiv )

3 DSSD : Deconvolutional Single Shot Detector. ( arxiv )

head

fusion

4 DSOD : Learning Deeply Supervised Object Detectors from Scratch. ICCV17. ( arxiv )

5 FSSD : Feature Fusion Single Shot Multibox Detector. ( arxiv )

6 Single-Shot Refinement Neural Network for Object Detection. ( arxiv)

Drawback of SSD:

1 does not consider the relationships between the different scales because it looks at only one layer for each scale.

2 small objects are not detected well.