Research Article

Video-Based Vehicle Counting for Expressway: A Novel Approach Based on Vehicle Detection and Correlation-Matched Tracking Using Image Data from PTZ Cameras

Table 4

Vehicle counting results and quantitative evaluation for test video.

Counting results
Expressway videosScenariosCamera height (meters)BackgroundTotal framesCounted vehicles/total vehiclesAccuracy (%)
FixedMoving

TEST-VIDEO-1Sunny17YesNo28649813/987299.4
TEST-VIDEO-2Rainy15YesNo21799024/914398.7
TEST-VIDEO-3Cloudy16YesNo243014479/1458199.3
TEST-VIDEO-4Foggy15YesNo20996226/634098.2
TEST-VIDEO-5Night15YesNo25108895/897699.1