Abstract: A method, system, and article is directed to automatic content-dependent image processing algorithm selection.

Abstract: A sunroof device includes a glass panel, a window frame and a waterproof strip. The window frame is disposed on a periphery of the glass panel. A periphery of the window frame is outward extended with an end seat. The end seat is disposed with an end plug. The end plug projects from the end seat. A projecting direction of the end plug is parallel with an outer edge of the window frame. The waterproof strip is attached on the outer edge of the window frame and is in a hollow manner to form a receiving space therein. The receiving space is in a tubular manner. The end plug is extended along a longitudinal direction of the waterproof strip to be embedded in the receiving space of the waterproof strip.

Abstract: An anti-lift sunroof structure is provided, which can be opened and closed on an opening of a vehicle roof. The anti-lift sunroof structure includes a glass panel, a window frame, and a support element. The window frame includes a front frame bar, two side frame bars, and a rear frame bar. Two ends of each side frame bar are respectively connected to the front frame bar and the rear frame bar to form a mounting groove for installation of the glass panel. The support element is arranged corresponding to the front frame bar and includes a stop plate extended away from the rear frame bar. When the anti-lift sunroof structure is in a close position, the stop plate is located under the vehicle roof. Accordingly, sealing capability is prevented from being affected by excessive outward suction from a pressure difference when the vehicle is running at high speed.

Abstract: This disclosure is directed to a waterproof structure having a front window assembly, a rear window assembly and a pair of window side frame bars. The front window assembly has a front glass panel, a front frame, and a rear side portion. The rear window assembly has a rear glass panel, a rear sealing strip, a pair of side edges, and a front side portion connected between the pair of side edges. Each window side frame bar has a protrusion extended toward the rear side portion. The rear side portion has a pair of cover portions extended from two ends respectively, the front frame abuts against the rear sealing strip when the rear side portion moves to the front side portion, and the rear sealing strip and the protrusions are covered by the cover portions respectively.

Abstract: A window panel assembly includes a glass panel, a window frame and a sealing strip. The window frame is installed on the glass panel, the window frame includes an abutment seat extended therefrom. The abutment seat includes a connecting portion and an elastic arm portion. The connecting portion is connected to the window frame and the elastic arm portion. The elastic arm portion includes an abutment surface. The abutment seat includes blocking surfaces at two sides of the abutment surface. A buffer space is formed between the elastic portion and the window frame. The sealing strip is arranged at the window frame, and the sealing strip abuts against the blocking surfaces. Accordingly, the sealing effect of the window panel assembly during closing is improved without gaps.

Abstract: A window plate assembly includes: a glass panel (10); a window frame (20) disposed at a periphery of the glass panel (10), an outer periphery of the window frame (20) is disposed with a buckling groove (22) and extended with a block flange (23), a planar surface (24) is formed between the buckling groove (22) and the block flange (23); and a seal (30) having an abutting part (31) and a buckling part (32) extended from the abutting part (31), the buckling part (32) is buckled in the buckling groove (22) to make the abutting part (31) abut against the planar surface (24) and the block flange (23), and a buckling direction of the buckling part (32) and the buckling groove (22) is perpendicular to the planar surface (24).

Abstract: A sunroof device which includes a roof, a roof frame, a window plate assembly, and a pair of link assemblies. The roof is disposed with an opening. The roof frame is attached to the roof corresponding to the opening and includes a pair of sliding rails separately arranged corresponding to two sides of the opening. An outline of the roof frame is non-matched with an outline of the opening. The window plate assembly is connected on the pair of sliding rails. An outline of the window plate assembly is matched with the outline of the opening. A periphery of the window plate assembly is disposed with a waterproof strip abutting against an inner edge of the opening. Each link assembly is disposed on corresponding one of the sliding rails and is connected to the window plate assembly.

Abstract: Methods, articles, and systems of image processing comprise obtaining image data of frames of a video sequence. The method also includes determining multiple reference frames of a current frame in the video sequence. The multiple reference frames each have at least one motion compensated (MC) block of image data. Also, the method then includes generating a weight that factors noise, distortion variance, and dispersion distribution between the same MC block position and the current block. Thereafter, the method includes generating denoised filtered image data comprising applying one of the weights to the image data of the motion compensated (MC) block.

Abstract: An apparatus for content based anti-aliasing is described herein. The apparatus comprises a detector, corrector, and downscaler. The detector is to detect potential aliased content in an input image, wherein the potentially aliased content occurs at a downscaled version of the input image. The corrector is to apply a correction to a single component of the input image. A downscaler may downscale the corrected input image to an output image according to a scaling factor.

Abstract: Method and apparatus for deriving a motion vector at a video decoder. A block-based motion vector may be produced at the video decoder by utilizing motion estimation among available pixels relative to blocks in one or more reference frames. The available pixels could be, for example, spatially neighboring blocks in the sequential scan coding order of a current frame, blocks in a previously decoded frame, or blocks in a downsampled frame in a lower pyramid when layered coding has been used.

Abstract: Methods and systems to improve a visual perception of dark scenes in video. An example device includes one or more processors to receive a frame of video segmented into a plurality of sub-regions. A local luminance histogram is generated for each sub-region. A global luminance histogram is generated for the entire frame of video and a global tone mapping curve is generated based on the global luminance histogram. A tone mapping LUT is generated for each sub-region based on the global tone mapping curve and the corresponding local luminance histogram for the sub-region. The frame of video is then modified using the tone mapping LUTs generated for each sub-region and sent to an output device.

Abstract: A semiconductor device and method for manufacturing the same are provided. The semiconductor device includes a substrate, a bonding structure, a bit line, and a word line. The bonding structure is disposed on the substrate. The bit line is disposed on the bonding structure. The channel layer is disposed on the bit line. The word line surrounds the channel layer. The bonding structure includes a dielectric material.

Abstract: A semiconductor device and method for manufacturing the same are provided. The semiconductor device includes a substrate, a bonding structure, a bit line, and a word line. The bonding structure is disposed on the substrate. The bit line is disposed on the bonding structure. The channel layer is disposed on the bit line. The word line surrounds the channel layer. The bonding structure includes a dielectric material.

Abstract: Techniques related to accelerated video enhancement using deep learning selectively applied based on video codec information are discussed. Such techniques include applying a deep learning video enhancement network selectively to decoded non-skip blocks that are in low quantization parameter frames, bypassing the deep learning network for decoded skip blocks in low quantization parameter frames, and applying non-deep learning video enhancement to high quantization parameter frames.

Abstract: A backlight module comprises a back frame with at least one perforation, a light board arranged on the back frame, a plurality of light-emitting elements arranged on the light board at intervals, a fixing frame combined with the back frame, and a plurality of optical films stacked on the fixing frame. The light board has at least one through portion, and the position of the through portion corresponds to the at least one perforation of the back frame. A part of the fixing frame is positioned in the at least one perforation of the back frame through the at least one through portion of the light board. The effect of a narrow frame can be effectively achieved by arranging the joint part of the fixing frame and the back frame on the inner side of the back frame and forming the through portion on the edge of the light board to be engaged with the joint part of the fixing frame and the back frame. The present invention also provides a display device comprising the backlight module.

Abstract: A mechanism is described for facilitating adaptive resolution and viewpoint-prediction for immersive media in computing environments. An apparatus of embodiments, as described herein, includes one or more processors to receive viewing positions associated with a user with respect to a display, and analyze relevance of media contents based on the viewing positions, where the media content includes immersive videos of scenes captured by one or more cameras. The one or more processors are further to predict portions of the media contents as relevant portions based on the viewing positions and transmit the relevant portions to be rendered and displayed.

Abstract: An apparatus for edge aware upscaling is described herein. The apparatus comprises a potential edge detector, a thin-edge detector, a one-directional edge detector, a correlation detector, and a corrector. The potential edge detector identifies potential edge pixels in an input image, and the thin-edge detector detects thin edges in the potential edge pixels of the input image. The one-directional edge detector detects one-directional edges in the potential edge pixels of the input image, and the correlation detector detects strongly correlated edges in the potential edge pixels of the input image. The corrector derives a target output value based on an edge type and classification of a corresponding input pixel as identified by a source map point.

Abstract: A powdered surface monitoring system of additive manufacturing comprises an additive manufacturing processing cavity, having therein a working area carrying powder to be sintered; a laser source, generating a laser beam, which passes through a reflector, a dichroic mirror and a scanning vibration mirror and is transmitted to an upper surface of the powder in the working area; a polarization imaging device, having therein a beam expander group, a polarizer group and at least one photodetector, the polarizer group consisting of a plurality of linear polarizers, and the number of photodetectors being equal to the number of the linear polarizers.

Abstract: Systems, apparatus, articles of manufacture and methods for face augmentation in video are disclosed. An example apparatus includes executable code to detect a face of a subject in the video, detect a gender of the subject based on the face, detect a skin tone of the subject based on the face, apply a first process to smooth skin on the face in the video, apply a second process to change the skin tone of the face, apply a third process to slim the face, apply a fourth process to adjust a size of eyes on the face, and apply a fifth process to remove an eye bag from the face. One or more of the first process, the second process, the third process, the fourth process, or the fifth process adjustable based on one or more of the gender or an age. The example apparatus also includes one or more processors to generate modified video with beauty effects, the beauty effects based on one or more of the first process, the second process, the third process, the fourth process, or the fifth process.

Abstract: A backlight module comprises a back frame with at least one perforation, a light board arranged on the back frame, a plurality of light-emitting elements arranged on the light board at intervals, a fixing frame combined with the back frame, and a plurality of optical films stacked on the fixing frame. The light board has at least one through portion, and the position of the through portion corresponds to the at least one perforation of the back frame. A part of the fixing frame is positioned in the at least one perforation of the back frame through the at least one through portion of the light board. The effect of a narrow frame can be effectively achieved by arranging the joint part of the fixing frame and the back frame on the inner side of the back frame and forming the through portion on the edge of the light board to be engaged with the joint part of the fixing frame and the back frame. The present invention also provides a display device comprising the backlight module.