Abstract: Example embodiments of the present disclosure provide an example computer-implemented method for constructing a three-dimensional semantic segmentation of a scene from two-dimensional inputs. The example method includes obtaining, by a computing system comprising one or more processors, an image set comprising one or more views of a subject scene. The example method includes generating, by the computing system and based at least in part on the image set, a scene representation describing the subject scene in three dimensions. The example method includes generating, by the computing system and using a machine-learned semantic segmentation model framework, a multidimensional field of probability distributions over semantic categories, the multidimensional field defined over the three dimensions of the subject scene. The example method includes outputting, by the computing system, classification data for at least one location in the subject scene.

Abstract: Provided are machine learning models that generate geometry-free neural scene representations through efficient object-centric novel-view synthesis. In particular, one example aspect of the present disclosure provides a novel framework in which an encoder model (e.g., an encoder transformer network) processes one or more RGB images (with or without pose) to produce a fully latent scene representation that can be passed to a decoder model (e.g., a decoder transformer network). Given one or more target poses, the decoder model can synthesize images in a single forward pass. In some example implementations, because transformers are used rather than convolutional or MLP networks, the encoder can learn an attention model that extracts enough 3D information about a scene from a small set of images to render novel views with correct projections, parallax, occlusions, and even semantics, without explicit geometry.

Abstract: A computer-implemented method for estimating a reading speed of an individual. The method comprises the steps of: providing a reading speed model, based on a reading speed function comprising a set of parameters and a set of metrics; determining a printed stimulus to be presented to the individual by way of a reading run of a reading test and determining one or more stimulus features associated therewith; controlling an administration of the reading test to the individual based on the one or more determined stimulus features; receiving reading speed observation data based on the presented printed stimulus and corresponding to one or more responses made by the individual in the reading test.

Abstract: The present invention relates to computer-implemented method for assessing a level of activity, including presence or an absence, of a disease in at least one eye of a patient, wherein the disease is a neovascular ocular disease. The method comprises the steps of receiving, via one or more input elements, a set of input patient data corresponding to the patient and comprising retinal images of the patient; applying a first algorithm for imaging data analysis to the retinal images to identify values of e anatomical variables of the patient's eye; applying a second algorithm to the values of anatomical variables identified, and to distinct clinical, non-image derived input patient data comprised in the set of input patient data, in order to consequently make an assessment of the level of activity of the disease in the eye of the patient, and/or of the progression or regression of the disease with respect to a level of activity formerly determined.

Abstract: An optical fiber testing device (300) being plugged into a port at which optical signals including communication and test signals within different wavelength bands being received, comprises an optical connector (304) including a plug body surrounding a ferrule holding an optical fiber (301) and a reflector component (326) carried with the optical connector (304). The reflector component (326) is optically coupled to the rear of the optical fiber and reflects the test signal. A method for testing an optical fiber, comprises removably securing a reusable ruggedized optical fiber testing device to a ruggedized port of an optical fiber terminal to optically couple to an optical fiber under test, transmitting a test signal over the optical fiber under test, and using the reflector component to return the test signal over the optical fiber under test when receiving the test signal.

Abstract: A fiber management tray (10) is disclosed. The fiber management tray (10) can have a body (12) including a bottom wall (14) with side walls (16) extending outwardly from the bottom wall (14). The fiber management tray (10) can include a termination region (18) that has a first side (24) and a second side (26). The termination region (18) includes a termination panel (13) that holds connectors (20). The fiber management tray (10) can include a hinge area (56) for mounting said tray (10) to a tray tower (58) and a storage basket (32) located between the termination region (18) and the hinge area (56). The storage basket (32) can include a first pocket (44) that communicates with the second side (26) of the termination region (18) and an opposite second pocket (48) that communicates with the first side (24) of the termination region (18). The fiber management tray (10) can define at least one fiber routing path on each of the first and second pockets (44, 48) of the storage basket (32).

Abstract: An armoured power cable (10) comprises a cable core (11) and an armour layer (21) comprising a plurality of armouring wires (22) laid around the cable core (11), wherein at least 10% of the armouring wires (22) are wavy wires (23) having a zig-zag shape laying on the outer surface of the cable core (11).

Abstract: Systems, methods, and computer readable products for estimating one or more performance characteristics associated with a routing path of an optical fiber. A visual image of a routed fiber is obtained. The visual image is mapped to generate a tracer curve that estimates the routing path. The tracer curve is analyzed to determine one or more characteristics of a fiber routed along the routing path, such as a failure probability over a period of time or a signal loss due to bends in the fiber.

Abstract: An optical fiber testing device (300) being plugged into a port at which optical signals including communication and test signals within different wavelength bands being received, comprises an optical connector (304) including a plug body surrounding a ferrule holding an optical fiber (301) and a reflector component (326) carried with the optical connector (304). The reflector component (326) is optically coupled to the rear of the optical fiber and reflects the test signal. A method for testing an optical fiber, comprises removably securing a reusable ruggedized optical fiber testing device to a ruggedized port of an optical fiber terminal to optically couple to an optical fiber under test, transmitting a test signal over the optical fiber under test, and using the reflector component to return the test signal over the optical fiber under test when receiving the test signal.

Abstract: An armoured power cable (10) comprises a cable core (11) and an armour layer (21) comprising a plurality of armouring wires (22) laid around the cable core (11), wherein at least 10% of the armouring wires (22) are wavy wires (23) having a zig-zag shape laying on the outer surface of the cable core (11).

Abstract: A fiber management tray (10) is disclosed. The fiber management tray (10) can have a body (12) including a bottom wall (14) with side walls (16) extending outwardly from the bottom wall (14). The fiber management tray (10) can include a termination region (18) that has a first side (24) and a second side (26). The termination region (18) includes a termination panel (13) that holds connectors (20). The fiber management tray (10) can include a hinge area (56) for mounting said tray (10) to a tray tower (58) and a storage basket (32) located between the termination region (18) and the hinge area (56). The storage basket (32) can include a first pocket (44) that communicates with the second side (26) of the termination region (18) and an opposite second pocket (48) that communicates with the first side (24) of the termination region (18). The fiber management tray (10) can define at least one fiber routing path on each of the first and second pockets (44, 48) of the storage basket (32).

Abstract: A fiber management tray (10) is disclosed. The fiber management tray (10) can have a body (12) including a bottom wall (14) with side walls (16) extending outwardly from the bottom wall (14). The fiber management tray (10) can include a termination region (18) that has a first side (24) and a second side (26). The termination region (18) includes a termination panel (13) that holds connectors (20). The fiber management tray (10) can include a hinge area (56) for mounting said tray (10) to a tray tower (58) and a storage basket (32) located between the termination region (18) and the hinge area (56). The storage basket (32) can include a first pocket (44) that communicates with the second side (26) of the termination region (18) and an opposite second pocket (48) that communicates with the first side (24) of the termination region (18). The fiber management tray (10) can define at least one fiber routing path on each of the first and second pockets (44, 48) of the storage basket (32).

Abstract: The present disclosure relates to a fiber optic connector assembly having a fiber optic connector including a main connector body and a rear insert secured within a rear cable termination end of the main connector body. The fiber optic connector assembly has a fiber optic cable that includes an optical fiber, a strength layer and an outer jacket. The optical fiber has a ferrule-less end portion accessible at a front mating end of the main connector body. A first shape recoverable sleeve secures the optical fiber to a substrate anchored to the rear insert. An axial gap exists between the forward end of the outer jacket and the rearward end of the rear insert. A second shape recoverable sleeve secures the outer jacket to the rear insert. An adhesive material at least partially fills the axial gap.

Abstract: An optical sensor (100) comprises: a holding sleeve (11); a fixed ferrule (12) fixedly mounted in said holding sleeve (11); a movable ferrule (13) movably mounted in said holding sleeve (11), a predetermined distance existing between a first movable end of said movable ferrule (13) and a first fixed end of said fixed ferrule (12) in said holding sleeve (11); a reflection part (14) arranged at a second movable end of said movable ferrule (13) opposite to said first movable end, for reflecting light entering the movable ferrule (13); and an actuation part (15), said actuation part (15) being constructed to drive said movable ferrule (13) to move so that said first movable end moves towards said first fixed end. An optical sensor assembly and a monitoring device comprising the optical sensor (100), or another sensor (1012) can remotely detect a mechanical movement in a passive mode. A first reflector (14, 1016) is configured to provide a first reflected optical signal.

Abstract: A fiber management tray (10) is disclosed. The fiber management tray (10) can have a body (12) including a bottom wall (14) with side walls (16) extending outwardly from the bottom wall (14). The fiber management tray (10) can include a termination region (18) that has a first side (24) and a second side (26). The termination region (18) includes a termination panel (13) that holds connectors (20). The fiber management tray (10) can include a hinge area (56) for mounting said tray (10) to a tray tower (58) and a storage basket (32) located between the termination region (18) and the hinge area (56). The storage basket (32) can include a first pocket (44) that communicates with the second side (26) of the termination region (18) and an opposite second pocket (48) that communicates with the first side (24) of the termination region (18). The fiber management tray (10) can define at least one fiber routing path on each of the first and second pockets (44, 48) of the storage basket (32).

Abstract: An optical sensor (100) comprises: a holding sleeve (11); a fixed ferrule (12) fixedly mounted in said holding sleeve (11); a movable ferrule (13) movably mounted in said holding sleeve (11), a predetermined distance existing between a first movable end of said movable ferrule (13) and a first fixed end of said fixed ferrule (12) in said holding sleeve (11); a reflection part (14) arranged at a second movable end of said movable ferrule (13) opposite to said first movable end, for reflecting light entering the movable ferrule (13); and an actuation part (15), said actuation part (15) being constructed to drive said movable ferrule (13) to move so that said first movable end moves towards said first fixed end. An optical sensor assembly and a monitoring device comprising the optical sensor (100), or another sensor (1012) can remotely detect a mechanical movement in a passive mode. A first reflector (14, 1016) is configured to provide a first reflected optical signal.

Abstract: The present disclosure relates to a fiber optic connector assembly having a fiber optic connector including a main connector body and a rear insert secured within a rear cable termination end of the main connector body. The fiber optic connector assembly has a fiber optic cable that includes an optical fiber, a strength layer and an outer jacket. The optical fiber has a ferrule-less end portion accessible at a front mating end of the main connector body. A first shape recoverable sleeve secures the optical fiber to a substrate anchored to the rear insert. An axial gap exists between the forward end of the outer jacket and the rearward end of the rear insert. A second shape recoverable sleeve secures the outer jacket to the rear insert. An adhesive material at least partially fills the axial gap.

Abstract: An optical sensor (100) comprises: a holding sleeve (11); a fixed ferrule (12) fixedly mounted in said holding sleeve (11); a movable ferrule (13) movably mounted in said holding sleeve (11), a predetermined distance existing between a first movable end of said movable ferrule (13) and a first fixed end of said fixed ferrule (12) in said holding sleeve (11); a reflection part (14) arranged at a second movable end of said movable ferrule (13) opposite to said first movable end, for reflecting light entering the movable ferrule (13); and an actuation part (15), said actuation part (15) being constructed to drive said movable ferrule (13) to move so that said first movable end moves towards said first fixed end. An optical sensor assembly and a monitoring device comprising the optical sensor (100), or another sensor (1012) can remotely detect a mechanical movement in a passive mode. A first reflector (14, 1016) is configured to provide a first reflected optical signal.

Abstract: An optical fiber network test device comprising an actuator that is manually operable, without manual handling of optical fibers, firstly to direct light from a light path of the optical network so that test equipment associated with the network can be operated to test the quality of the said light path, and secondly to return the light path to its previous state after completion of the test.