Abstract: The present invention provides a non-aqueous suspension of anticancer agent, particularly injectable suspension. The present invention particularly provides a non-aqueous injectable suspension of anticancer agent comprising therapeutically effective amount of water-soluble anticancer agent, with or without stabilizing agent, non-aqueous vehicle and optionally one or more inactive excipients and also provides process for preparing the same.

Abstract: An image generator engine for generating distorted images from an input image is disclosed which includes a random seed generator adapted to generate random seeds, a model adapted to receive the random seeds and generate a first plurality of sets of Zernike coefficients (FPSZC), a pixel shifter adapted to shift pixels of the input image, a phase to space (P2S) transformer adapted to in parallel receive the FPSZC and generate a predetermined number of P2S coefficients, a learned basis function generator adapted to generate learned basis function matrices, a convolver adapted to convolve each pixel of the tilted image by the learned basis functions thereby generating a plurality of convolved pixels, and a blurrer adapted to receive the plurality of the convolved pixels and multiply by the corresponding P2S coefficients and apply a summation to generate the distorted image.

Abstract: Disclosed herein are an apparatus and method for providing 3D spatial data based on spatial random access. The method may include generating multiple groups of frames by grouping 3D spatial data based on an adjacent location in a space, compressing the 3D spatial data for each of the groups of frames, and encapsulating a compressed 3D spatial data bitstream for each of the groups of frames.

Abstract: A computer-implemented postselection-free method of initializing qubits in a quantum computer, comprising: preparing at least one data qubit and a plurality of auxiliary qubits in respective initial states, wherein each of the at least one data qubit and the plurality of auxiliary qubits has a respective probability of being prepared with an error; and, performing a plurality of non-measurement multi-qubit quantum logic operations that propagate errors between the at least one data qubit and the plurality of auxiliary qubits so as to reduce the probability of an error affecting the at least one data qubit.

Abstract: A tomato plant or a part thereof is disclosed. The plant expresses a Tm-22 protein having an amino acid sequence which renders the plant resistant to tomato brown rugose fruit virus (ToBRFV). Methods of generating same are also disclosed. Products generated therefrom are described.

Abstract: An immersive image encoding method according to the present disclosure includes classifying a plurality of view images into a basic image and an additional image; performing pruning for at least one of the plurality of view images based on the classification result; generating a depth atlas based on a result of performing the pruning; and correcting an occupancy state of pixels in the depth atlas.

Abstract: A signal compression method and apparatus and a signal restoration method and apparatus are provided. The signal compression method includes outputting an input signal, obtained by processing an audio signal, which is input, based on a human auditory perception characteristic, using an auditory perception model, extracting a feature vector from the input signal using a feature extraction module, and outputting a code obtained by compressing the feature vector using a trained signal compression model.

Abstract: The present invention provides a portable refueler for storing a quantity of gaseous fuel, optionally hydrogen, for refueling an end-user vehicle, comprising: a plurality of storage tanks, each storage tank comprising at least one cylinder which is horizontally arranged within an enclosure, wherein the enclosure is configured to be carried by a vehicle, and, a refueling nozzle for discharging a quantity of the gaseous fuel to the end-user vehicle during refueling.

Abstract: A semiconductor laser element a first ring resonator. The first ring resonator includes a first semiconductor stack including a first n-side semiconductor layer, a first p-side semiconductor layer, and a first active layer located between the first n-side semiconductor layer and the first A-side semiconductor layer, wherein the first ring resonator comprises a diffraction grating. The semiconductor laser element further includes a second ring resonator optically coupled to the first ring resonator by evanescent field coupling. The second ring resonator includes a second semiconductor stack including a second n-side semiconductor layer, a second p-side semiconductor layer, and a second active layer located between the second n-side semiconductor layer and the second p-side semiconductor layer, wherein a peak wavelength of light emitted by the second ring resonator is the same as a peak wavelength of light emitted by the first ring resonator.

Abstract: An apparatus and method for predicting a friction coefficient of a road surface are disclosed. The apparatus includes a microphone that obtains a sound signal around a tire mounted on a vehicle, and a controller that estimates a state and a type of the road surface and a degree of tire wear corresponding to the sound signal around the tire based on a first deep learning model, estimates a peak adjustment factor and an initial inclination adjustment factor of a friction coefficient curve corresponding to the state and the type of the road surface and the degree of tire wear based on a second deep learning model, and predicts the friction coefficient based on the peak adjustment factor and the initial inclination adjustment factor of the friction coefficient curve.

Abstract: Systems and methods are provided for adjusting headlight properties according to the speed of the vehicle. In particular, some embodiments aim to optimize a vehicle's lighting in suboptimal conditions. Using the data processed by the ADAS, the system is able to optimize the vehicle's lighting by taking into account various factors beyond the current speed limit on the road.

Abstract: Disclosed herein are an image compression method and apparatus for machine vision. The image compression method includes determining a prediction mode for frames of an input image, generating a prediction frame and a residual image using an input frame, generating a reconstructed frame by adding the prediction frame to the residual image, extracting respective features of the input frame and the reconstructed frame, correcting the reconstructed frame based on a difference value between the extracted features and a bit rate of the residual image, and encoding the corrected frame.

Abstract: An antenna for charging and measurement may comprise: a telescopic support installed at a lower portion of an aerial vehicle and configured to contract when the aerial vehicle lands on a wireless station and extend when the aerial vehicle takes off from the wireless station; and an antenna coil part deformed into a spiral shape when the telescopic support is contracted so that the wireless station receives wireless power and deformed into a conical shape when the telescopic support is extended to measure a radio signal.

Abstract: The present disclosure discloses a compound of Formula (I) and its polymorphs, stereoisomers, prodrugs, solvates, co-crystals, intermediates, pharmaceutically acceptable salts, and metabolites thereof and a process of preparation of compounds of Formula (I). The present disclosure also discloses a method of treatment of a condition mediated by aggregation of A?42, tau, or ?-syn. The present disclosure also discloses a compound of Formula (I) that provides reversal or improvement of cognitive decline.

Abstract: Disclosed herein are a method, an apparatus, and a storage medium for encoding/decoding a feature map for machine vision. In an embodiment, an encoding method includes generating a multi-channel feature map by aligning multiple feature maps, generating a converted feature map by performing conversion on the multi-channel feature map and performing encoding on the converted feature map.

Abstract: Provided is an apparatus and method for encoding/decoding a moving picture based on adaptive scanning. The moving picture apparatus and method can increase a compression rate based on adaptive scanning by performing intra prediction onto blocks of a predetermined size, and scanning coefficients acquired from Discrete Cosine Transform (DCT) of a residue signal and quantization differently according to the intra prediction mode. The moving picture encoding apparatus includes: a mode selector for selecting and outputting a prediction mode; a predictor for predicting pixel values of pixels to be encoded of an input video based on the prediction mode to thereby output a residue signal block; a transform/quantization unit for performing DCT onto the residue signal block and quantizing the transformed residue signal block; and an encoder for adaptively scanning and encoding the quantized residue signal block based on the prediction mode.

Abstract: There is provided a method for producing trifluoroamine oxide. The method includes a step of preparing an intermediate product by simultaneously providing and reacting nitrogen trifluoride and nitrous oxide under the presence of a SbF5 reaction catalyst; and a step of producing trifluoroamine oxide by reacting the intermediate product with potassium fluoride. The step of reacting the intermediate product with potassium fluoride is performed under atmospheric pressure and room temperature.

Abstract: Various aspects and embodiments disclosed herein relate generally to the modelling, treatment, reducing resistence to the treatment, prevention, and diagnosis of diseases/symptoms induced by multiple myeloma. Embodiments include methods of treating a bone related disease, comprising the steps of: administering to a subject at least one therapeutically effective dose of a compound disclosed herein.

Abstract: Various embodiments may relate to an electro-optic modulator. The electro-optic modulator may include a waveguide configured to carry optical light along a longitudinal length of the waveguide. The electro-optic modulator may also include a first electrically conductive sub-wavelength grating on a first side of the waveguide, the first electrically conductive sub-wavelength grating including a plurality of fingers extending substantially perpendicular to the longitudinal length of the waveguide. The electro-optic modulator may further include a second electrically conductive sub-wavelength grating on a second side of the waveguide opposite the first side, the second electrically conductive sub-wavelength grating including a plurality of fingers extending substantially perpendicular to the longitudinal length of the waveguide.

Abstract: Disclosed are organelles-specific two-photon fluorescent probes, and more particularly, a blue emission two-photon fluorescent probe capable of selectively detecting calcium ions (Ca2+) through fluorescence signals by targeting the cytoplasm, mitochondria, and plasma membrane even among the organelles, respectively, and a green emission two-photon fluorescent probe capable of selectively detecting hydrogen ions (H+) through fluorescence signals by targeting the lysosome, a method for preparing these two-photon probes, and a method for separately or simultaneously imaging calcium ions in the cytoplasm, mitochondria, or plasma membrane and hydrogen ions in the lysosome using the two two-photon probes.