PERSON DETECTION APPARATUS

摘要

A person detection apparatus determines a weather condition such as rain and solar radiation based on a variety of information from a weather information input portion. Then, based on a determination result of the weather condition, the umbrella ratio showing the ratio of persons with umbrellas is calculated. The person detection apparatus uses a no-umbrella recognition model describing a person with no umbrella and an umbrella-hold recognition model describing a person with umbrella in order to perform pattern recognition to an input image to derive recognition scores based on the respective recognition models. Then, the umbrella ratio depending on the weather condition is used to correct the respective recognition scores based on the pattern recognition using the no-umbrella model and the recognition score based on the pattern recognition using the umbrella-hold model; the corrected recognition scores are output as a final detection result.

主权项

1. A person detection apparatus that detects a person from an input image captured by a capturing portion through pattern recognition using a recognition model to recognize a person, the apparatus comprising:
a storage portion that stores a protector-hold recognition model describing a person who is using a protector against a specific weather and a no-protector recognition model describing a person who is using no protector; a weather determination section that determines a weather condition based on a detection result by a weather detection portion; and a person recognition section that
performs pattern recognitions to the input image by using the protector-hold recognition model and the no-protector recognition model, which are stored in the storage portion,applies a ratio of ax influence on the protector-hold recognition model and a ratio of an influence on the no-protector recognition model, in accordance with a determination result of a weather condition by the weather determination portion, and outputs, as a recognition result, a weather reflection score that is calculated by reflecting the ratio of the influence on the protector-hold recognition model and the ratio of the influence on the no-protector recognition model, respectively, in a result of performing the pattern recognition using the protector-hold recognition model and a result of performing the pattern recognition using the no-protector recognition model.