Method, computer program, storage medium, person detector and monitoring arrangement for person detection

Abstract

Method for domain-specific person detection, wherein a monitoring area () is monitored by means of one or a plurality of cameras (), wherein the cameras () each provide image data for a respective monitoring area section (), wherein a person detector can be operated in a detection mode and in an adaptation mode, wherein the person detector has a machine learning algorithm based on an original model for analyzing the image data and for detecting persons in the monitoring area (), wherein, for the adaptation mode, the monitoring area () is temporarily restricted to a limited monitoring area (), wherein the image data from the limited monitoring area () are recorded, wherein, based on the image data of the limited monitoring area (), a domain adaptation of the original model to an application model takes place, wherein, in the detection mode, the machine learning algorithm adapted to the application model is used for analysis of the image data, for person detection and/or for person tracking.