Abstract: Systems and techniques for estimating illumination from a single image are provided. An example system may include a neural network. The neural network may include an encoder that is configured to encode an input image into an intermediate representation. The neural network may also include an intensity decoder that is configured to decode the intermediate representation into an output light intensity map. An example intensity decoder is generated by a multi-phase training process that includes a first phase to train a light mask decoder using a set of low dynamic range images and a second phase to adjust parameters of the light mask decoder using a set of high dynamic range image to generate the intensity decoder.

Abstract: In accordance with the invention, a ply coat rubber composition for a tire ply comprises from 60 phr to 90 phr of natural rubber, from 10 phr to 40 phr of synthetic polyisoprene, from 30 phr to 80 phr of pre-silanized and precipitated silica, from 0.1 phr to 5 phr of a cobalt salt, up to 15 phr of carbon black, up to 5 phr of resin, and up to 8 phr of oil. Moreover, the invention is directed to a tire comprising such a rubber composition.

Abstract: The invention, in one aspect, relates to an intravascular electrode system. The system comprises one or more electrodes supported on an elongated resiliently flexible support member, and the support member may be used to introduce the electrodes into a blood vessel. As the support member is introduced into the blood vessel the support member bends to follow the path of the blood vessel.

Abstract: A method for synthesizing influenza virus-like particles (VLPs) within a plant or a portion of a plant is provided. The method involves expression of influenza HA in plants and the purification by size exclusion chromatography. The invention is also directed towards a VLP comprising influenza HA protein and plant lipids. The invention is also directed to a nucleic acid encoding influenza HA as well as vectors. The VLPs may be used to formulate influenza vaccines, or may be used to enrich existing vaccines.

Abstract: The invention provides a conditioning device for conditioning at least one animal intended to experience a stressful event, such as e.g. slaughter, transport, and/or evacuation. The conditioning device comprises a controller configured to: obtain an identifier associated with the at least one animal; obtain an input indicative of a period of time in which said at least one animal receives a positive stimulus at a first location; control a lighting unit arranged for illuminating the first location to illuminate the at least one animal with a lighting characteristic at least partly during said period of time, and store an entry linking said identifier to said lighting characteristic in a memory.

Abstract: A wireless network comprises access points (APs) implementing roaming by way of handover of wireless devices between APs. Handover events over an analysis time interval are extracted from a wireless network log of the wireless network. Each handover event comprises a source AP from which a wireless device disconnects and a destination AP to which the wireless device handover events. The graph has nodes representing at least a subset of the APs of the extracted handover events and edges connecting pairs of nodes with each edge having a weight representing a count or frequency of handover events between the APs represented by the pair of nodes connected by the edge. A network diagnostic or visualization task is performed using the HF network topology graph.

Abstract: A polydiorganosiloxane is useful in a composition and a method for preparing a wood plastic composite article. The wood plastic composite article is useful as a building material. The polydiorganosiloxane may be added to the composition in liquid form or may form part of a solid carrier component used to make the wood plastic composite article.

Abstract: The present disclosure relates to a system and to a method for measuring Brix of a liquid such as sap, syrup or taffy. The system for measuring Brix of a liquid comprises: a tank for receiving a volume of the liquid; a temperature reading apparatus for measuring a temperature of the liquid; a weighing apparatus for measuring a weight of the volume of liquid received in the tank; a volume measurement system for measuring the volume of the liquid received in the tank; and a computer operatively connected to the apparatuses and using the data received from the same to determine the Brix of the liquid. The method comprising providing the Brix measuring system; measuring the temperature, weight, volume of the liquid received in the tank, and determining the Brix measurement based on the data received and using the computer.

Abstract: The present invention provides triazole carboxylic acids and related compounds, as well as pharmaceutically acceptable salts thereof, which are useful as glycolate oxidase inhibitors. Pharmaceutical compositions and methods for treating primary hyperoxaluria, type I (PH) and kidney stones are also described.

Abstract: A tow attachment for a watercraft is disclosed. The tow attachment is configured to attach a tow rope to the watercraft, and has a first part and a second part that is connected to the first part by a connecting portion. The first part is configured for rigid connection to the watercraft, and the second part is configured to attach to the tow rope. The second part disconnects from the first part about the connecting portion in response to the tow rope applying a load above a predetermined load to the second part. A tow pylon assembly having a tow pylon and the tow attachment connected to the tow pylon is also disclosed. A watercraft with the tow attachment and a watercraft with the tow pylon assembly are also disclosed.

Abstract: The present invention relates to a method for promoting or improving plant health and/or plant growth of agricultural plants wherein the plants, the plant propagules, the seed of the plants and/or the locus where the plants are growing or are intended to grow are treated with an effective amount of a composition comprising the fungus Purpureocillium lilacinum or spores thereof. Further aspects of the invention relate to uses of a composition comprising the fungus Purpureocillium lilacinum or spores thereof for promoting or improving plant health and/or plant growth.

Abstract: A barrier accessory device for a watercraft includes: an accessory connection base configured for having at least one accessory removably connected thereto; a first rail connector connected to the accessory connection base at a first end portion thereof, the first rail connector having a slot-engaging member configured to be inserted into a slot defined in one of an upper rail and a lower rail of a barrier structure of the watercraft; and a second rail connector connected to the accessory connection base at a second end portion thereof opposite the first end portion, the second rail connector having a locking assembly configured to be selectively locked onto an other one of the upper rail and the lower rail.

Abstract: Electrode materials comprising an electrochemically active material, wherein said electrochemically active material comprises a layered potassium metal oxide. The layered potassium metal oxide may be of formula KxMO2. The invention also relates to electrodes, electrochemical cells and batteries comprising said electrode material. For example, said battery may be a lithium or lithium-ion battery, a sodium or sodium-ion battery, or a potassium or potassium-ion battery.

Abstract: Earpieces and methods for acute sound detection and reproduction are provided. A method can include measuring an external ambient sound level (xASL), monitoring a change in the xASL for detecting an acute sound, estimating a proximity of the acute sound, and upon detecting the acute sound and its proximity, reproducing the acute sound within an ear canal, where the ear canal is at least partially occluded by an earpiece. Other embodiments are disclosed.

Abstract: Methods and systems of operating a gas turbine engine in a low-power condition are provided. In one embodiment, the method includes supplying fuel to the combustor by supplying fuel to the first fuel manifold via a first flow divider valve and supplying fuel to the second fuel manifold via a second flow divider valve. While supplying fuel to the combustor by supplying fuel to the first fuel manifold, the method includes stopping supplying fuel to the second fuel manifold and supplying pressurized gas to the second fuel manifold via the second flow divider valve to flush fuel in the second fuel manifold into the combustor and hinder coking in the second fuel manifold and associated nozzles.

Abstract: A method of increasing the yield, stability, or both of an acid sensitive protein in a plant is provided. The method comprises introducing a first nucleic acid and a second nucleic acid into the plant, or portion of the plant. The first nucleic acid comprises a first regulatory region active in the plant and operatively linked to a nucleotide sequence encoding the acid sensitive protein. The second nucleic acid comprises a second regulatory region active in the plant and operatively linked to a nucleotide sequence encoding a channel protein, for example but not limited to a proton channel protein. The plant or portion of the plant is incubated under conditions that permit the expression of the nucleic acids, thereby increasing the yield of the acid sensitive protein when compared to the yield of the acid sensitive protein produced in the plant or portion of the plant produced under the same conditions, and in the absence of the proton channel protein.

Abstract: A hollow cover is provided for retaining a fastener captive on a removable part. The cover has an internal surface tapering from a first open end to a second open end. The first open end is sized to permit positioning of the fastener inside the hollow cover. The second open end is sized to block passage of the fastener. The second open end defining a tool opening configured to receive a tool for engagement with the fastener inside the hollow cover.

Abstract: An electric vehicle and a powertrain for an electric vehicle are disclosed. According to an embodiment, an electric vehicle includes a suspension system, a seat, a steering system, an electric motor and a battery pack. The battery pack includes one or more battery modules to provide power to the electric motor and a battery enclosure housing the one or more battery modules. The battery enclosure is a structural element of the electric vehicle to receive loads from at least two of the suspension system, the seat and the steering system.

Abstract: An electric vehicle and a powertrain for an electric vehicle are disclosed. According to an embodiment, an electric vehicle includes a steering system with a steering column, and a battery pack having a battery enclosure and a plurality of battery modules housed within the battery enclosure. The battery enclosure defines a slot that extends from at least a top surface of the battery enclosure to receive the steering column.

Abstract: The present invention relates to new specific enol esters of formula (I) as well as to a process for their production by acylation of the corresponding dihydroretinal analogue. In formula (I) R is —COR? where R? is a C1-C16 alkyl group.