Various approaches to ensuring safe operation of industrial machinery in a workcell include disposing multiple image sensors proximate to the workcell and acquiring, with at least some of the image sensors, the first set of images of the workcell; registering the sensors to each other based at least in part on the first set of images and, based at least in part on the registration, converting the first set of images to a common reference frame of the sensors; determining a transformation matrix for transforming the common reference frame of the sensors to a global frame of the workcell; registering the sensors to the industrial machinery; acquiring the second set of images during operation of the industrial machinery; and monitoring the industrial machinery during operation thereof based at least in part on the acquired second plurality of images, transformation, and registration of the sensors to the industrial machinery.

Systems and methods for classifying at least a portion of an image as being textured or textureless are presented. The system receives an image generated by an image capture device, wherein the image represents one or more objects in a field of view of the image capture device. The system generates one or more bitmaps based on at least one image portion of the image. The one or more bitmaps describe whether one or more features for feature detection are present in the at least one image portion, or describe whether one or more visual features for feature detection are present in the at least one image portion, or describe whether there is variation in intensity across the at least one image portion. The system determines whether to classify the at least one image portion as textured or textureless based on the one or more bitmaps.

A method for assisting with the positioning of a drill bit for boring a component, which includes capturing images of a first component which has notable points, of calculating a digital representation from these images, of superposing the digital representation thus calculated and a digital design representation of the component, of evaluating the distances of the centers of bores to be created with respect to the notable points, and of positioning a drill bit with the aid of a camera and of the evaluated distances. The method continues in the same way for the other components to be assembled.

According to an embodiment, there is provided a handling system capable of handling a plurality of objects, the handling system including: a movable arm, a holder, a sensor, and a controller. The holder is attached to the movable arm and is capable of holding the object. The sensor is capable of detecting the object. The controller controls the movable arm and the holder. The controller determines whether or not to change an arrangement of the object before the object is held, on the basis of information acquired from the sensor. In a case where it is determined to change the arrangement of the object, the controller evaluates effectiveness of an arrangement change operation for each object, and decides on an arrangement change operation on the basis of an evaluation result.

In a robot system, a control section causes a first gripping section to grip a connector of a cable, at one end of which the connector is provided and the other end of which is fixed, causes an imaging section to image the connector, causes, based on a result of the imaging by the imaging section, a second gripping section to grip the connector in a state in which the position of the first gripping section is maintained, causes the first gripping section to release the gripping of the connector, causes, based on the imaging result, the second gripping section to adjust a posture of the connector, and causes the first gripping section to grip the connector, the posture of which is adjusted, again.

Manufacturing of a shoe or a portion of a shoe is enhanced by executing various shoe-manufacturing processes in an automated fashion. For example, information describing a shoe part may be determined, such as an identification, an orientation, a color, a surface topography, an alignment, a size, etc. Based on the information describing the shoe part, automated shoe-manufacturing apparatuses may be instructed to apply various shoe-manufacturing processes to the shoe part, such as a pickup and placement of the shoe part with a pickup tool.

A system for determining the position and orientation of a landing area relative to an approaching vehicle is disclosed. The landing area has a plurality of target items disposed proximate to the landing area at known locations. The system includes a sensor on which is formed images of target items that are within a Field of View (FOV) of the sensor, a processor configured to receive the positions of the target items on the sensor, and a memory coupled to the processor. The memory stores the locations of the target items relative to the landing area and instructions that, when loaded into the processor and executed, cause the processor to determine a position and an orientation of the landing area relative to the vehicle based in part on the information received from the sensor and the locations of the target items.

The invention relates to a method for collision avoidance of a laser machining head (102) in a machining space (106) of a laser machining tool (100), having the steps of: —Monitoring a workpiece (112) in the machining space (106) with at least one optical sensor; —Capturing images of the workpiece (112); —Detecting a change in an image of the workpiece (112); —Recognising whether the change comprises an object standing upright relative to the workpiece (112); —Checking for a collision between the upright object and the laser machining head (102) based on a predetermined cutting plan and/or the current position (1016) of the laser machining head; —Controlling the drives for moving the laser machining head (102) for collision avoidance in case of recognised risk of collision.

Provided is a method for the computerized control of an end element of a machine tool. The method includes a method step of sensing a plurality of optical markers in a work environment of the machine tool by means of an optical measuring system. The method includes a method step of determining a first relative pose between the end element and a workpiece on the basis of the plurality of sensed optical markers. The method includes a method step of determining a first correction value on the basis of a comparison of the first relative pose with a reference pose. The method includes a method step of controlling the end element for machining the workpiece taking the first correction value into consideration.

Manufacturing of a shoe or a portion of a shoe is enhanced by executing various shoe-manufacturing processes in an automated fashion. For example, information describing a shoe part may be determined, such as an identification, an orientation, a color, a surface topography, an alignment, a size, etc. Based on the information describing the shoe part, automated shoe-manufacturing apparatuses may be instructed to apply various shoe-manufacturing processes to the shoe part, such as a pickup and placement of the shoe part with a pickup tool.