Abstract: A method for sparse optical flow based tracking in a computer vision system is provided that includes detecting feature points in a frame captured by a monocular camera in the computer vision system to generate a plurality of detected feature points, generating a binary image indicating locations of the detected feature points with a bit value of one, wherein all other locations in the binary image have a bit value of zero, generating another binary image indicating neighborhoods of currently tracked points, wherein locations of the neighborhoods in the binary image have a bit value of zero and all other locations in the binary image have a bit value of one, and performing a binary AND of the two binary images to generate another binary image, wherein locations in the binary image having a bit value of one indicate new feature points detected in the frame.

Abstract: A system and a method to create clusters in an area. The system comprises obtaining a plurality of location data points associated with a plurality of entities in an area. It may be noted that each location data point includes geographic coordinates. Further, the system comprises computing a range of location data points required in each cluster. Furthermore, the system comprises forming a farthest point cluster by determining a farthest location data point from a centroid based on an angular distance. It may be noted that the farthest point cluster comprises a set of location data points having a farthest distance lesser than a centroid distance. The system iteratively forms a new farthest point cluster by excluding the set of location data points present in the farthest point cluster from the plurality of location data points.

Abstract: The present invention relates to microencapsulated microbial cultures with high storage stability and methods for producing these. In particular, the present invention relates to microbial cultures formulated at high ratios of encapsulation matrix material to core material.

Abstract: A method, system, and computer-usable medium are disclosed for acquiring and using audio detected during operation of a hard disk drive to determine the status of the hard disk drive. One general aspect of the disclosure is directed to a computer-implemented method that includes receiving analog audio detected by an audio transducer in proximity to moving mechanical components of a hard disk drive, converting the received analog audio to digital audio, and assigning a health classification status to the hard disk drive based on a classification of the digital audio.

Abstract: A method for selecting a target cell by a user equipment (UE), includes: detecting a movement of the UE based on a change in a location of the UE and a change in a measured signal power of a serving cell; determining personalized data of a user based on a plurality of user contextual parameters; predicting a destination of the user, and one or more target cells across a path of the user to the destination based on the determined personalized data of the user and the detected movement of the UE; and selecting the target cell from the one or more target cells, based on an artificial intelligence (AI) model. The AI model is configured to update weights of one or more network quality parameters.

Abstract: Aspects provided herein provide methods, systems, and a non-transitory computer storage media storing computer-useable instructions for dynamically adjusting paging settings in a network. The method begins with determining a first page success rate for a device on the network. The first page success rate for the device is then compared with a predetermined paging threshold. The device may be categorized into a subscriber profile identifier if the first page success rate for the device is less than the predetermined paging threshold. Based on the subscriber profile identifier, at least one of an aggregation level or a number of pages per second is adjusted.

Abstract: A clipping system includes an adapter configured to be mounted over an insertion device and a clip including first and second jaws movable between an insertion configuration and an initial deployed configuration. A first extending member is releasably coupled to the clip and movably connected to the adapter to permit a movement of the clip relative to the adapter from the insertion configuration to the initial deployed configuration. The first extending member is configured to permit withdrawal of the adapter away from the clip to place the system in a review configuration to enhance a visual observation of the clip. The first extending member is operable to retract the clip over the adapter so that the clip is forced open, freeing the clip from tissue on which it has been clipped. The first extending member is configured to release the clip therefrom in a final deployed configuration.

Abstract: Techniques for creating a user network based on user interest in a product are described. For example, a first search query is received from a first client device. The first client device is associated with a first user. A second search query is received from a second client device. The second client device is associated with a second user. The first search query is matched to a product. The second search query is matched to the product. A user network corresponding to the product is created. The first user is added to the user network based on the matching of the first search query to the product. The second user is added to the user network based on the matching of the second search query to the product.

Abstract: The present invention relates to an anti-viral nanoformulation suitable for diverse surface application in form of hydrogel based nanoemulsion, or an aerosol spray. The present invention discloses incorporation of nanomaterials such as functionalized carbon quantum dots (F-CQDs), copper nanoparticles (CuNPs) or silver nanoparticles (AgNPs) into the hydrogel (HG) scaffold to act as chemical barrier and anti-viral agent against SARS-CoV-2 or Escherichia coli: phage MS2. The nanoformulation is coated on personal protective equipment's (PPE) and different surfaces such as glass, steel and plastic to control viral infection including corona virus infection.

Abstract: An assembly of a medical delivery device includes an inner sleeve including a flange at a proximal end. The flange includes one or more through holes. The assembly also includes an outer sleeve movably coupled to the inner sleeve. A distal tip of the outer sleeve includes a plurality of openings for delivering an adhesive to a treatment site. The assembly further includes a cavity formed between the inner sleeve and the outer sleeve and configured to hold the adhesive prior to the delivering. The assembly yet further includes one or more actuators connected to a proximal end of the outer sleeve and extended via the one or more through holes to a handle of the medical delivery device. Actuation of the one or more actuators moves one of the inner sleeve or the outer sleeve relative to the other to cause the delivering of the adhesive.

Abstract: Systems, methods, and computer-readable media herein modify the utilized communication protocol of one or more wireless base stations and/or UE devices based on signal quality information or data rate information associated with one or more UE devices. The signal quality information or data rate information of the UE devices can be analyzed by a base station and the base station can respond to changes in signal quality or data rate of the UE devices by modifying the configuration of one or more base stations and/or UE devices from a first communication protocol to a second communication protocol quality of transmissions between the UE devices and a base station.

Abstract: A system for image-based inventory determination including a cart. The cart includes a camera and a cart computing system in communication with the camera. The cart computing system includes a cart processor and a cart memory storing instructions that, when executed by the cart processor, cause the cart computing system to capture and store a set of images from the camera; process the set of images to identify an image of the set of images that displays a section of shelving having both a left vertical beam and a right vertical beam; and transmit the identified image to a remote server.

Abstract: Disclosed herein is an object detection system, including apparatuses and methods for object detection. An implementation may include receiving a first class of a first object depicted in an image frame from a classification model and subsequently receiving a second image frame. The implementation further includes predicting, using a classification tracking model, that the classification model will output the first class for the second image frame and then detecting whether the first class is in fact outputted. The implementation includes determining that the second image frame should be added to a training dataset for the classification model when detecting that the classification model did not generate the first class for the second image frame as predicted and re-training the classification model using the training dataset.

Abstract: A microelectromechanical systems (MEMS) device and a light assembly that includes the MEMS device. The MEMS device includes a first arm, a second arm, at least one permanent magnet, a fan structure, and a coil. The first arm has a first arm first end and a first arm second end. The second arm is coupled to, and is spaced apart from, the first arm and has a second arm first end and a second arm second end. The at least one permanent magnet is coupled to the first arm second end. The fan structure is coupled to, and extends in cantilever manner from, the second arm second end and includes a connection end and a free end. The coil is disposed on or within the fan structure. When the coil is electrically energized, a Lorentz force is generated that causes the fan structure to vibrate relative to the permanent magnet.

Abstract: A medical device includes a handle with a primary actuator and one or more secondary actuators, an end cap configured to be coupled to a distal end of another medical device and including stationary and movable portions, one or more patches that are coupled to the movable portion, one or more control elements coupling the primary actuator to the movable portion; and one or more actuation elements. The one or more actuation elements extend from the one or more secondary actuators to a position between a portion of the one or more patches and the movable portion of the end cap. Movement of the primary actuator moves the movable portion of the end cap relative to the stationary portion of the end cap, and movement of the one or more secondary actuators at least partially deploys the one or more patches from the movable portion of the end cap.

Abstract: A medical device includes a handle including a main body and a movable body, a sheath element coupled to the handle, an actuation element disposed within the sheath element, an end cap configured to be coupled to a distal end of another medical device, and a patch positioned on the end cap and coupled to the actuation element. The patch includes a mesh and an expandable structure coupled to the mesh. The expandable structure is configured to be coupled to the actuation element, and the expandable structure is further configured to cause the mesh to retract and expand.

Abstract: Systems, methods, and devices that relate to dynamically reconfiguration of network connections to achieve better user throughput are disclosed. In one example aspect, a device for wireless communication comprises a processor that is configured to obtain information regarding service sessions of a user equipment, determine a service type associated with the service sessions based on the information, and selectively reconfigure a network connection of the service type to satisfy a throughput requirement associated with the service type.

Abstract: A system and a method to create clusters in an area are disclosed. Initially, a set of location data points associated with a plurality of user devices in an area and a defined block area are received. Further, a rectangular boundary is created by connecting a first reference point, a second reference point, a third reference point, and a fourth reference point identified based on a latitude and a longitude of each user device. Furthermore, a set of blocks are created by dividing the rectangular boundary based on the defined block area. The set of blocks are sorted based on a number of location data points present in each block. Subsequently, the set of blocks are reconfigured by determining a centroid of a plurality of location data points present in each block. Finally, a plurality of clusters is created in the area upon marking the reconfigured set of blocks.

Abstract: A medical device includes a handle, an end cap, and a patch. The handle includes a movable body and a stationary body. The movable body includes an actuation member. The end cap is configured to be coupled to a distal end of a scope. The patch is movable relative to the end cap. The patch is coupled to the movable body via one or more control elements such that movement of the movable body extends the patch from the end cap. The patch is further coupled to the actuation member via one or more actuation elements such that movement of the actuation member extends, bows, or bends the one or more actuation elements to at least partially deploy the patch.

Abstract: A medical device, comprising a handle, wherein the handle includes a movable body and a stationary body; an end cap, the end cap comprising an inner cap and an outer cap, wherein the inner cap is coupled to the movable body by a control element such that movement of the movable body relative to the stationary body extends the inner cap relative to the outer cap; and a patch disposed between the inner cap and the outer cap such that movement of the inner cap relative to the outer cap at least partially deploys the patch.