Abstract: Provided is an input unit to which input signals are inputted, the input signals including signals indicating operating states of switches used for operating the electronic mirror and used for selecting a display mode from among the plurality of display modes to be displayed by the electronic mirror; a storage unit that together with prioritizing and storing each of a plurality of display modes in a hierarchical structure, stores mode setting conditions that are conditions for setting each display mode; a determination unit for determining whether or not the mode setting conditions are satisfied for each of the plurality of display modes based on the input signals; and a setting unit that, of the plurality of display modes, sets a display mode from among the display modes for which the mode setting conditions are satisfied, as a display mode to be displayed on the electronic mirror.

Abstract: Sketch copy mode may be used to code blocks comprising irregular lines, syntax redundancy may be removed from blocks with special characteristics, and/or run value coding may be simplified. The parsing dependencies in palette coding design may be removed. For example, the context modeling dependency of the syntax element palette_transpose_flag may be removed, for example, by simplifying the corresponding context model. The context modeling of the syntax element palette_mode may be removed, for example, by using run-length coding without using context. The syntax parsing dependencies and/or the syntax signaling dependencies that are related with escape color signaling may be removed. A palette table generation process may handle input screen content video with high bit depths, for example, at the encoder side.

Abstract: Methods and systems for digitally reconstructing a patient tissue sample are described herein. In one embodiment, the method may include projecting a first structured light pattern onto the patient tissue sample, receiving a first reflection of the first structured light pattern from the patient tissue sample, and reconstructing the patient tissue sample based on the first reflection and the projected first structured light pattern. In another embodiment, the system may include a projector adapted or configured to project the first structured light onto the patient tissue sample, a charge-coupled device (CCD) adapted or configured to receive the first reflection from the patient tissue sample, and a reconstruction device adapted or configured to reconstruct the patient tissue sample based on the first reflection and the projected first structured light pattern.

Abstract: Video stream data is selectively scaled so that sections within regions of interest (ROI) maintain high resolution while areas not within the region of interest are down-scaled to reduce bandwidth cost of transmission. A low compression encoder compresses sections of a video frame corresponding to one or more ROI without motion search or prediction mode decision to generate low-compression section data. The video frame is downscaled and a high compression encoder compresses the resulting downscaled video frame with prediction mode decision to generate high-compression frame data.

Abstract: Provided is a spot detection device including an imager configured to capture a display panel displaying a first image of a first grayscale and a second image of a second grayscale different from the first grayscale and generate image data, and a spot detector configured to receive the image data from the imager in order to detect a spot. The image data includes first image data obtained by capturing the first image, second image data obtained by capturing the second image, and a plurality of third image data obtained by capturing portions of the first image.

Abstract: In many real-life applications, ample amount of examples from one class are present while examples from other classes are rare for training and learning purposes leading to class imbalance problem and misclassification. Methods and systems of the present disclosure facilitate generation of an extended synthetic rare class super dataset that is further pruned to obtain a synthetic rare class dataset by maximizing similarity and diversity in the synthetic rare class dataset while preserving morphological identity with labeled rare class training dataset. Oversampling methods used in the art result in cloning of datasets and do not provide the needed diversity. The methods of the present disclosure can be applied to classification of noisy phonocardiogram (PCG) signals among other applications.

Abstract: A microscope comprises a microscope stand, a camera for recording microscope images and a computing device, which is configured to carry out image processing of the recorded microscope images. The computing device is configured to: define relevant image structures; localize relevant image structures in the microscope images; derive stitching parameters from locations of the relevant image structures; and create a result image with the aid of the microscope images, with the stitching parameters being taken into account. Moreover, a corresponding method is described.

Abstract: A BSM unit according to an embodiment is attached to a side surface facing the vehicle body of a visor of an outer mirror provided to a vehicle body of a vehicle. The BSM unit includes a light source; a housing configured to accommodate the light source; and a lens configured to be attached to the housing and emit light from the light source to the outside of the housing, in which at least a portion of the lens protrudes from the side surface of the visor in an out-of-plane direction of the side surface.

Abstract: A method for assembling an electro-optic mirror reflective element for a vehicular rearview mirror assembly includes providing a container having a plurality of holes for dispensing spacer beads, supporting the container over a dispensing area via an electrically powered shaking device, positioning a glass substrate at the dispensing area, and automatically shaking the container so that spacer beads fall through the holes in the container and onto the glass substrate. The shaking of the container is controlled so that the shaking device is deactivated after an appropriate amount of spacer beads are dispensed onto the glass substrate. The glass substrate is mated with another glass substrate with the dispensed spacer beads between the glass substrates and bounded by a perimeter seal. The cavity between the glass substrates is filled with an electro-optic medium, and the cavity is sealed with the electro-optic medium and spacer beads disposed therein.

Abstract: A goods sensing system includes: a sample collector that collects a plurality of sets of image samples, where each set of the image samples comprise sample images of a type of goods at multiple angles, where a set of the image samples of a same type of goods are provided with a same group identification, and the group identification is the type of the goods corresponding to the set of image samples; a model trainer that trains a convolutional neural network model according to each sample image and a group identification of the sample image to obtain a goods identification model; a real-time image collector that continuously acquires at least one real-time image of space in front of a shelf, each real-time image including part or all of images of goods; and a goods category deriver that obtains a type and quantity of the goods displayed in the real-time.

Abstract: Methods, systems, and computer program products for learning models for entity resolution using active learning are provided herein. A computer-implemented method includes determining a set of data items related to a task associated with structured knowledge base creation, and outputting the set of data items to a user for labeling. Such a method also includes generating, based on a user-labeled version of the set of data items, a candidate model for executing the task, and one or more generalized versions of the candidate model. Additionally, such a method can also include generating a final model based on one or more iterations of analysis of the candidate model and analysis of the one or more generalized versions of the candidate model, and performing the task by executing the final model on one or more datasets.

Abstract: A vehicular exterior rearview mirror assembly includes a mirror head adjustably disposed at a mounting structure. An electro-optic reflective element is attached at an attachment element that attaches at an electrically powered actuator disposed in the mirror head. The attachment element includes a protruding portion that is at least partially received at a notched region of the rear glass substrate when the reflective element is disposed at the attachment element. An outer surface of the protruding portion of the attachment element corresponds with the second perimeter edge of the rear glass substrate at the notched region of the rear glass substrate. With the electro-optic reflective element disposed at the mirror head, the outer surface of the protruding portion provides a curved transition from an outer surface of the mirror head toward the first surface of the front glass substrate.

Abstract: The disclosure relates to a method for scanning microscopy wherein a specimen is scanned simultaneously with a plurality of illumination spots of an excitation light. The light emitted by one specimen location irradiated with one illumination spot is detected independently of the light emitted by another specimen location illuminated with another illumination spot. A microscopic image of the specimen can be compiled from the emitted light detected for the different specimen locations. The method provides that the intensities of the different illumination spots are set independently of one another, and in that the illumination spots are guided over the specimen one after another in a scan line. The disclosure additionally relates to a scanning microscope.

Abstract: A camera mirror assembly for a vehicle includes a folding unit configured to be rotated with respect to a fixed shaft formed in a base provided in the vehicle; and a support frame in which the folding unit and a camera are mounted at both ends thereof, wherein the support frame is configured to be folded or unfolded to change a position of the camera as the folding unit rotates. Further, the folding unit includes a driving housing, a driving portion, a driven gear portion fixed to the fixed shaft, and a driving force transfer portion for transferring a driving force of the driving portion to the driven gear portion.

Abstract: A vehicular interior rearview mirror assembly includes a mirror head adjustably attached at a mounting base configured to attach at an interior portion of a vehicle. A driver monitoring camera is accommodated by the mirror head so as to move in tandem with the mirror head when the mirror head is adjusted relative to the mounting base to adjust a driver's rearward view. A forward viewing camera is accommodated by the mounting base so as to have a forward field of view through the vehicle windshield. A processor is operable to process image data captured by the driver monitoring camera to determine (i) driver attentiveness, (ii) driver drowsiness and/or (iii) driver gaze direction. The processor adjusts processing of the image data captured by the driver monitoring camera to accommodate adjustment of the mirror head when the driver adjusts the mirror head to adjust his or her rearward view.

Abstract: An overhead console includes a console housing, an illumination board, a vehicle interior checking mirror, a mirror surface light source mounted on the illumination board together with the illumination light source and configured to emit light toward the mirror surface of the vehicle interior checking mirror in the mirror surface visible position, and a see-through display plate that is a display plate capable of transparently displaying a symbol indicating predetermined information, the see-through display plate being provided in the console housing at a location between the mirror surface light source and the mirror surface so as not to hinder the passenger from visually recognizing the mirror surface and so as to face a partial region of the mirror surface, and the see-through display plate being configured to allow light from the mirror surface light source to transmit therethrough to display the symbol on the partial region of the mirror surface.

Abstract: A vehicular interior rearview mirror assembly includes a mirror head having a mirror casing and an electro-optic mirror reflective element. A printed circuit board is disposed in the mirror head and includes (i) a light sensor, (ii) an indicator LED and (iii) an electronic switch. A multi-function light pipe is disposed at the mirror head with (i) a first end at the light sensor, the indicator LED and the electronic switch, and (ii) a second end at a perimeter region of the mirror head so as to be viewable and accessible by the driver of the vehicle. The light sensor senses light from rearward of the vehicle via the light pipe. Light emitted by the indicator LED, when energized, is viewable by the driver via the light pipe. The light pipe actuates the electronic switch responsive to a user actuation at the second end of the light pipe.

Abstract: A multifunctional rearview mirror includes a casing having first and second receiving spaces. A mirror is mounted to one side of the casing that is formed with the first receiving space. The second receiving space is located under the first receiving space and has a front surface formed with first through-holes. A distance detection and alarm unit is arranged in the second receiving space and includes an ultrasonic distance detection module, an alarm light module, and a buzzer. The ultrasonic distance detection module is eclectically connected with the alarm light module and the buzzer. The alarm light module is arranged in the first through-holes. The ultrasonic distance detection module emits an ultrasonic wave, which is returned to the ultrasonic distance detection module by an object, so that a distance to the object is calculated and the alarm light module and the buzzer are activated according to the distance.

Abstract: A display system includes: an image data acquisition unit that acquires a front image and a side image captured by an imaging device mounted on a work machine having a swing body swinging about a swing axis and working equipment supported by the swing body, the front image including at least an image in a front direction with respect to the swing axis, the side image including at least an image in a lateral direction to the swing axis, the lateral direction being orthogonal to the front direction; and a display control unit that displays the front image and the side image acquired by the image data acquisition unit on a display device existing outside the work machine.

Abstract: A disclosed system includes a liftgate housing; a tab of the liftgate housing moveable to an acute angle relative to a first portion of the liftgate housing; a tab aperture disposed in the tab; a first wall and a second wall attached to the liftgate housing, where the first wall, the second wall, and the tab form a barrier to prevent debris from entering into the housing; a camera, where at least a portion of the camera is disposed through the tab aperture, and where movement of the tab relative to the first portion of the liftgate housing adjusts the field of view of the camera.