Abstract: Systems, methods and computer systems for the automatic determination of presence or absence of burn-in overlay data are provided. The systems, methods, and computer systems implement mask generation, edge detection, feature vector generation methods that are combined with machine learning classifiers to rapidly and automatically determine the presence or absence of burn-in overlays in the image for the purpose of removal or other forms to obfuscate burn-in overlay data so as to maintain confidential or classified information while allowing for the release of remaining image data.

Abstract: An apparatus and method is provided for generating a set of bias voltages for a liquid crystal display (LCD) driver to drive an LCD panel. This apparatus and method are directed to solving the problems of excessive use of I/O pads and power consumption in conventional LCD drivers and also the problems of the non-matching between externally connected resistors and the internal resistance in conventional LCD drivers. Further, externally connected capacitors for increasing bias current in conventional LCD drivers are not needed. The apparatus and method is capable of switching a bias current to a top level which causes a voltage divider to provide adequate bias voltages to the LCD driver at each instant when the LCD waveforms are being switched from one state to another, and to a bottom level when the LCD waveforms are at steady states so as to reduce power consumption to save energy.

Abstract: A method and device for increasing memory utilization using a central processing unit with a Harvard architecture, and by putting speech data into the program memory, that is, putting both the program and the data into the same program memory, memory which is normally wasted by internal instruction is now conserved. Furthermore, no changes are required in the hardware of the central processing unit except for some minor changes to the external circuits, so the original central processing unit can be immediately used for the fabrication of prototypes and programs can be developed faster benefiting market expansion.