Abstract: Systems and methods for operating a security tag. The methods comprise: receiving a first wireless signal transmitted from a transmit circuit using a receive circuit of the security tag; inducing a voltage in the receive circuit of the security tag while the first wireless signal is being received; performing operations by the controller to selectively close a switch when the voltage is being induced in the receive circuit; and causing a release of a mechanical component of the security tag by allowing energy to flow from the receive circuit to the mechanical component when the switch is closed.

Abstract: Techniques for distinguishing objects (e.g., an individual or an individual pushing a shopping cart) are disclosed. An object is detected in images of a scene. A height map is generated from the images, and the object is represented as height values in the height map. Based on height properties associated with another object, it is determined whether the other object is associated with the object. If so determined, the objects are classified separately.

Abstract: Apparatus and methods for self-checkout at a retail establishment includes receiving, by a sensor gate and from a payment processing device, purchase transaction information related to a purchase by a customer. The sensor gate scans customized label attached to each article possessed by the customer located in a surveillance zone of the retail establishment. The sensor gate compares information contained in the customized label with the received purchase transaction information.

Abstract: Example aspects include techniques for building a ML model in a use case with prohibitive training data and employing the ML model within the use case. These techniques may include determining training information including a plurality of stray training reads and a plurality of valid training reads, determining modified training information based at least in part on modifying the plurality of valid training reads, and generating a model for distinguishing a valid read from a stray read based on the modified training information and an evolutionary algorithm. In addition, the techniques may include detecting, by a monitoring device, a plurality of tag reads in response to a plurality of interactions between a tag and the monitoring device, and determining, by the monitoring device, a plurality of valid tag reads based on the model and plurality of tag reads.

Abstract: Apparatus and methods for processing video surveillance data includes training a data repository, using a first plurality of surveillance video files including a first plurality of video frames, to identify macroblocks of the video frames representing average content of the first plurality of surveillance video files. An ordered data structure is generated by sorting the plurality of macroblocks of video frames based on image differences within the plurality of macroblocks. The ordered data structure includes a root node. A second plurality of surveillance video files including a second plurality of video frames is received. The second plurality of video frames is inserted into the generated ordered data structure. References to the generated ordered data structure are stored in the data store for each frame of the second plurality of video frames along with a difference between corresponding video frames and references.

Abstract: Disclosed herein are apparatuses and methods for detecting a slip, trip or fall event in an environment and sending an alert of the event. An implementation may comprise detecting, in image frames captured by a camera, when an object enters a region of interest, tracking movements of the object, and determining that the object is in a fall-zone. The fall-zone may be specified by a set of line segments, each line segment being defined by points that lie in the region of interest. The implementation may further comprise, when the object is in the fall-zone, recording the position of the object, detecting a slip, trip or fall event when the object transitions from a first position above a predetermined height threshold to a second position below the predetermined height threshold, a pose of the object indicates that the object is lying down, or the object transitions from a vertical to horizontal pose, and sending the alert.

Abstract: A system may be configured to implement a probability network for loss prevention sensors. In some aspects, the system may determine a location transition of a tag associated with an article, determine a first predictive value based at least in part on a first predictive structure and the location transition, the first predictive structure corresponding to a valid detection alarm, and determine a second predictive value based at least in part on a second predictive structure and the location transition, the second predictive structure corresponding to an invalid detection alarm. Further, the system may generate a notification based at least in on part on comparing the first predictive value to the second predictive value, the notification indicating unauthorized movement of the tag outside of a geographic area.

Abstract: The present disclosure relates to security tags for an electronic article surveillance system deployed in a retail environment. The security tag is a single piece security tag that comprises a tack housing and a tag housing connected by a beam. The beam is enabled to house one or more antenna elements that is electrically connected with one or more electronic components housed within the tag housing. Alternatively, one or more antenna elements can be housed within the tack housing, wherein engagement of the tack housing with the tag housing enables the one or more antenna elements to receive electrical signals from the one or more electronic components via a tack.

Abstract: A system may be configured to perform enhanced detection of occluded objects in a multiple object detection system. In some aspects, the system may detect a plurality of current objects in a current video frame, generate initial object identifier mapping information assigning a candidate object identifier to a first object of the plurality of current objects, and detect a multi-object tracking (MOT) inaccuracy condition. Further, the system may generate a current fingerprint corresponding to the first object of the plurality of current objects, identify an assignment error based on comparing the current fingerprint to historic fingerprints associated with a plurality of historic objects detected in a previous frame, generate updated object identifier mapping information based on the assignment error, and displaying the current video frame based on the updated object identifier mapping information.

Abstract: Aspects of the present disclosure relate to methods and systems for laser turning and attaching RFID tags to products. Such methods and systems may include a memory and a processor coupled to the memory. The methods and systems may include determining a characteristic of a conductive trace on a substrate to be incorporated into an item to configure a tag performance in view of at least one of a dielectric property or a tuning property of the item. The methods and systems may further include a laser to alter the conductive trace on the substrate to have the characteristic to define an antenna for the tag. The methods and systems may further include an attaching device configured to attach a communications enabled device to the substrate so as to form an electrical connection between the communications enabled device and the antenna to form the tag.

Abstract: The present disclosure relates to a mechanism inside of the tag which detaches the tag when presented to a detacher system containing a rotating magnet array that retracts the tag pin allowing the tag to be removed from the garment.

Abstract: Examples described herein generally relate to a system and method for projecting content in a retail environment. The system and method may include an image projector for projecting content on a surface of the retail environment. The system and method may also include a security pedestal comprising the image projector. The system and method may also include receiving at the image projector a first signal indicating a first content to be projected. The system and method may also include receiving at the image projector a second signal indicating a second content to be projected after the first content.

Abstract: A radio-frequency (RF) identification (RFID) system provides side-lobe blocking (SLB) functionality. The RFID system modifies a first RF signal to provide a modified signal. The first RF signal has an RF carrier frequency according to an RFID protocol, and a main directional antenna in the RFID system has a first main lobe extending in a first direction and is configured to radiate a first signal for reading one or more RFID tags according to the RFID protocol. The RFID system then provides the modified signal as an SLB signal to a secondary directional antenna having a second main lobe extending in a second direction different than the first direction to radiate a second signal toward one or more stray RFID tags.

Abstract: Example aspects include a method, an apparatus and a computer-readable medium of enforcing a mask wearing rule, comprising monitoring video frames of one or more video feeds. The aspects further include detecting a person in at least one video frame of the video frames. The at least one video frame corresponding to a first area of one or more areas. Additionally, the aspects further include determining whether the person is in violation of a mask wearing rule. Additionally, the aspects further include generating an alert in response to determining that the person is in violation of the mask wearing rule.

Abstract: A method for securing a security tag into an article of clothing includes positioning an end of the security tag into a first opening to an interface space between two layers of the article of clothing. The two layers are fixedly connected by one or more opposing connectors that are spaced apart in a manner to form the interface space sized to receive the security tag. The security tag is fully moved into the interface space. Also described herein is a security tag specially configured for placement into the interface space between two layers of the article of clothing.

Abstract: Systems and methods for integrating tags with items. The methods comprise: dynamically determining a length of each metal thread to be incorporated into or trace to be disposed on a item to optimize tag performance in view of dielectric and tuning properties of the item. In the metal thread scenarios, the methods also involve: creating a metal thread having the length that was dynamically determined; and sewing the metal thread into the item being produced to form an antenna for a first tag. In the trace scenarios, the methods also involve forming the trace on the item being produced to form an antenna for a first tag. Next, at least a communications enabled device is attached to the item so as to form an electrical coupling or connection between the communications enabled device and the at least one antenna.

Abstract: A security tag including a housing and a pin. The housing includes a pin shaft securement mechanism internal to the housing. The pin is aligned with the securement mechanism and includes a pin head and a pin shaft. The a pin shaft: extends from the pin head in a first direction, is coupled to the pin head in the first direction, is free to rotate about a longitudinal axis of the pin shaft with respect to the pin head, and is releasably securable at an end of the pin shaft distal to the pin head by the pin shaft securement mechanism. Transfer of pin head rotation to the pin shaft is prevented at least when the shaft is secured by the securement mechanism.

Abstract: Disclosed herein are apparatuses and methods for auto-configuring a region of interest (ROI) associated with a camera. In one implementation, a method comprises receiving image frames from a camera installed in the environment, wherein the ROI is located within the view of the image frames. The method includes tracking a plurality of persons in the image frames and determining a respective trajectory of movement for each person of the plurality of persons. The method further includes comparing each of the respective trajectories to one another and identifying, based on the comparing, a common trajectory shared by more than one person of the plurality of persons, wherein the common trajectory is not fully encompassed in the ROI. The method additionally includes updating the ROI to encompass the common trajectory, and includes configuring the updated ROI to be associated with new image frames from the camera.

Abstract: The present disclosure relates to systems and methods for contactless checkout in a retail environment including a security pedestal located at an entrance or exit to a retail location. The system further includes a scanning device that is communicably coupled with the security pedestal. The self-checkout system and methods may also include a processing system that is configured to receive a list of items from the security pedestal and customer identification code from the scanning device. The system and method is configured to allow for a customer to scan his purchases at the security pedestal and pay for the purchases through the use of the customer identification code generated, preferably, using the customer's personal computing device.