Research Article

A Marine Object Detection Algorithm Based on SSD and Feature Enhancement

Table 1

Performance of sea urchin recognition under different test models with or without feature enhancement.

ModelInput size(4th channel)AP (%)

SSDNO73.4

ISSDSobel operator 2 directions82.9
Prewitt operator 2 directions82.1
Prewitt operator 4 directions82.3
Prewitt operator 8 directions82.3
Prewitt operator 16 directions83.1
Laplace operator unidirectional82.4