A method for detecting fraud in the event of the purchase of at least one item by at least one user, the method including at least a step of capturing a plurality of data, including at least the following steps, a step of processing, by the computer processing unit, the plurality of data, including at least the following steps, a step of determining a probability of fraud.

An intruder location-based dynamic virtual fence configuration and a multiple image sensor device operation method are provided. A method of detecting an intruder based on a virtual fence includes detecting an intruder invading a virtual fence set in a protection area by using a first image sensor device, and tracking the intruder through cooperation with second image sensor devices adjacent to the first image sensor device, based on information of the intruder.

A surveillance camera assembly includes an upper portion providing a mounting feature for the surveillance camera assembly. A ball-shaped head portion of the camera assembly is coupled to the upper portion. A camera lens module is positioned within the head portion and movable relative to the upper portion to pan about a pan axis and tilt about a tilt axis. An illuminator module is movable to pan and tilt with the camera lens module, the illuminator module including laterally opposed arrays of lighting elements supported on distal ends of a bifurcated cooling duct having a central inlet opening coupled to the discharge outlet of a first blower.

A surveillance camera assembly includes an upper portion providing a mounting feature for the surveillance camera assembly. A ball-shaped head portion of the camera assembly is coupled to the upper portion. A camera lens module is positioned within the head portion and movable relative to the upper portion to pan about a pan axis and tilt about a tilt axis. An illuminator module is movable to pan and tilt with the camera lens module, the illuminator module including laterally opposed arrays of lighting elements supported on distal ends of a bifurcated cooling duct having a central inlet opening coupled to the discharge outlet of a first blower.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for adjusting of video analytics rules for camera movement. The methods, systems, and apparatus include actions of obtaining a rule that specifies a first set of coordinates applied to a first set of images from a camera, determining an amount and direction of movement of the camera after the rule was obtained, determining, based on the amount and direction of movement of the camera, a second set of coordinates applied to a second set of images captured after the camera moved.

A security system can be configured to mount to a power outlet. The security system can include an outwardly facing portion configured to face away from the power outlet and an inwardly facing portion having a first electrical prong and a second electrical prong that protrude into the power outlet to mount the security system to the power outlet. The security system can also include a detection system comprising a camera and a motion detector.

A camera assembly includes a motor configured to generate a driving power; a motor shaft that extends from the motor, such as to define a first axis, and is configured to rotate by the driving power of the motor; a pulley configured to rotate on a second axis, that is spaced from the first axis, according to rotation of the motor shaft; a belt configured to couple the motor shaft and the pulley, and convert the rotation of the motor shaft to rotation of the pulley, and tension of the belt applies a force to the motor shaft in a direction towards the second axis; a camera module configured to be mounted on the pulley and rotate together with the pulley; and an elastic body configured to apply a biasing force to the motor shaft such as to bias the motor shaft in a direction away from the second axis.

A system, device, and method for camera placement based on access tier attributes is disclosed. The method includes correlating, by an at least one electronic processor, a geographical location and existing tiered camera deployments with electronically stored indications of crime rates across a geographic area associated with a security agency. The method also includes generating, by the at least one electronic processor, at least one new proposed security camera deployment at at least a first proposed location in the geographic area associated with the security agency having a proposed tier selected from one of a plurality of tiers determined as a function of the correlating.

The present invention relates to an emergency alert system that triggers a distress event that is automatically managed by a community security system. The emergency alert system is activated through users' mobile devices and initiates communication with the community security system. Management by the community security system includes receiving the GPS location of the mobile device, recording a continuous stream of audio and video from the panic user's mobile application, notifying potential responders or groups of responders in the vicinity of the panic alert and, among other things, activating localized visual and audible deterrents present in surround private security systems, intelligently directing community CCTV cameras to record the distress event and issuing notifications to the closest community members for immediate responses, as well as other responder or group notification members.

Systems and methods for processing surveillance video streams using image classification and object detection are described. Video data from a video image sensor may be processed using an image classifier to determine whether an object type is present in a video frame. If the object type is present, the video frame and/or subsequent video frames may be processed using an object detector to provide additional object data, such as position information, for use in other video surveillance processes. In some examples, an event message may be generated and sent to a video surveillance application in response to selective object detection.