Abstract: Solutions are provided for auto-labeling sensor data for machine learning (ML). An example includes: determining a platform's own position; recording, from a sensor aboard the platform, sensor data comprising a sensor image; receiving position data for at least one intruder object (e.g., a nearby airborne object); based at least on the position data for the intruder object and the platform's position, determining a relative position and a relative velocity of the intruder object; based at least on the relative position and a relative velocity of the intruder object and a field of view of the sensor, determining an expected position of the intruder object in the sensor image; labeling the sensor image, wherein the labeling comprises annotating the sensor image with a region of interest and an object identification; and training an artificial intelligence (AI) model using the labeled sensor image.

Abstract: This disclosure describes techniques for producing high dynamic range images by applying a variable weighting factor to a sample prior to combining the sample with another sample. In one example, a method includes sampling a first pixel cell signal at a first time to produce a first sample, sampling a second pixel cell signal at a second time to produce a second sample, applying a variable weighting factor to the second sample, wherein the variable weighting factor is defined based on a function, and combining the first sample and the weighted second sample.

Abstract: An image pickup apparatus and a method thereof are provided. The apparatus includes a sensor array and an ADC array. The sensor array includes M×N sensor blocks SB(i,j). The sensor block includes P×Q image sensing elements Se(x,y). The ADC array is located at another side of the illuminated side of the sensor array. The ADC array includes M×N ADCs ADC(i,j). The ADC(i,j) coupled to the sensor block SB(i,j) obtains the image data Data(x,y) from the image sensing element Se(x,y) of the sensor block SB(i,j). The ADC(i,j) evaluates the gain G(x,y) based on the position of the image sensing element Se(x,y). The compensated image data Datacom(x,y) can be outputted and Datacom(x,y)=Data(x,y)×G(x,y). The image pickup apparatus could improve the optical shading problem.

Abstract: A method for enhancing imaging in low light conditions. The method comprises acquiring two or more images, long images relating to long exposure times and a short images relating to short exposure times; processing the images to separate zones with high image details from zones of low image details; and reconstructing a final image where image information is selected from the short image in zones with high image details and from the long image in zones with low image details.

Abstract: Information provisioning includes acquiring one of an audio and a video elementary stream of content that is composed of a plurality of segments, and actual data of metadata that includes information related to the content. The metadata is divided into metadata processing units (MPU) corresponding to segments subjected to processing in the plurality of segments. A transport stream of a MPEG-2 system is generated that includes packetized elementary stream (PES) packets acquired by packetizing the segments of the data stream and metadata PES packets acquired by packetizing at least one MPU.

Abstract: A two-dimensional, temporally modulated electromagnetic wavefield, preferably in the ultraviolet, visible or infrared spectral range, can be locally detected and demodulated with one or more sensing elements. Each sensing element consists of a resistive, transparent electrode (E) on top of an insulated layer (O) that is produced over a semiconducting substrate whose surface is electrically kept in depletion. The electrode (E) is connected with two or more contacts (C1; C2) to a number of clock voltages that are operated synchronously with the frequency of the modulated wavefield. In the electrode and in the semiconducting substrate lateral electric fields are created that separate and transport photogenerated charge pairs in the semiconductor to respective diffusions (D1; D2) close to the contacts (C1; C2).

Abstract: An image forming method and a charged particle beam apparatus suitable for suppressing the inclination of charging when scanning a two-dimensional area with a charged particle beam. A third scanning line located between a first scanning line and a second scanning line is scanned. After the first, second and third scanning lines have been scanned, a plurality of scanning lines are scanned between the first and third scanning lines and between the second and third scanning lines.

Abstract: Apparatus, methods and systems for creating mosaics are described. A method is provided that includes identifying an image for presentation as a mosaic; dividing the identified image into a plurality of tiles; scoring each tile; identifying a matching image from an image dataset using the score for each tile; and rendering the mosaic using the matching images.

Abstract: A photographing apparatus comprises a plurality of optical image pickup units which converges object light and forming an optical image on a focus plane of an image pickup device and an image forming unit which forms a plurality of photographed images from optical images formed by the optical image pickup units. The optical axes of the optical image pickup units cross at one point near lenses, the optical image pickup units are disposed at an equal distance from the cross point, and the optical axes are set at a predetermined angle in such a manner that photographing fields of adjacent optical image pickup units are made contiguous with each other.

Abstract: An image forming method and a charged particle beam apparatus suitable for suppressing the inclination of charging when scanning a two-dimensional area with a charged particle beam. A third scanning line located between a first scanning line and a second scanning line is scanned. After the first, second and third scanning lines have been scanned, a plurality of scanning lines are scanned between the first and third scanning lines and between the second and third scanning lines.

Abstract: An external index detection unit (105) receives an image sensed by a camera (100), and detects an external index set in a real scene. A tachometer (110) measures the rotational velocities of two rear wheels of a vehicle. A vehicle measurement unit (120) measures the position and azimuth of the vehicle on the basis of the image coordinate position of the external index and the rotational velocities of the two rear wheels of the vehicle. A head index detection unit (135) receives an image sensed by a camera (130), and detects a head index set on the head of a passenger (132). A head measurement unit (140) measures the position of the head on the basis of the image coordinate position of the head index.

Abstract: A method and apparatus is provided for repairing damage to a vidicon camera where the damage is indicated on a video display. The damaged photosensitive target of the video camera is illuminated by light from a light source, the light being of a wavelength and intensity to cause a reduction of the damage to the vidicon camera upon exposure over a period of time of the photosensitive target of the camera to the light from the light source.

Abstract: An image forming method and a charged particle beam apparatus suitable for suppressing the inclination of charging when scanning a two-dimensional area with a charged particle beam. A third scanning line located between a first scanning line and a second scanning line is scanned. After the first, second and third scanning lines have been scanned, a plurality of scanning lines are scanned between the first and third scanning lines and between the second and third scanning lines.

Abstract: A camera provides a photo 7 printed on print media via printer device 6 under the control of a central processor 4. The photo 7 is a print of an image 5 provided by a CCD sensor 3. The photo 7 includes print media having, in addition, a magnetically recordable medium whereby sound processed by sound chip 10 received from sound microphone 13 and/or processed by central processor 4 can be recorded with magnetic recording head 16 on the photo 7. The photo 7 is printed using an ink jet printer on suitable ink jet compatible print media preferably with the magnetically recordable medium on the rear of the photo 7 and the image 2 on the front surface of the photo 7.

Abstract: This camera comprises an electron tube with a photosensitive target (6) made of single-crystalline semiconducting material, lens (10) for forming the image of a scene on the target, an electron gun (14) to supply an electron beam to read the target, and scanning and focusing portion (18) designed to force the target to be scanned by this electron beam and to focus this electron beam on the target. The target then outputs a signal representative of this image. The camera also includes an electronic processing circuit (20) for controlling the electron gun and scanning and focusing of the camera and receiving and storing circuits (22) for receiving and storing the signal. Application to the analysis of very fast movements.

Abstract: A cathode ray tube package includes a cathode ray tube assembly and a housing assembly including a deflection coil and/or at least one focus coil. The cathode ray tube assembly includes a collar (31) aligned with the electron beam, being arranged to mate with a mounting collar (41) carried on the housing assembly. The provision of the collar (31) enables the cathode ray tube assembly to be easily replaced at the end of the cathode ray tube's life within the housing assembly without the need for realignment of the coils.