Abstract: A method includes: generating, by a deep neural network (DNN) trained using a data set of feature training images for feature learning, sample images in which different objects in a category same as a category of objects captured in the feature training images are captured; inputting the sample images to the DNN; and obtaining, from the DNN, feature vectors of the sample images, the feature vectors each resulting from one of the sample images being converted by the DNN into an n-dimensional vector, where n is an integer greater than or equal to 100. The feature vectors are used to generate an image showing a mental image.

Abstract: A method of encoding a block of pixels in a digital video sequence that includes computing an average texture measure for a plurality of blocks of pixels encoded prior to the block of pixels, computing a texture measure for the block of pixels, computing a block quantization step size for the block of pixels as the product of a quantization step size selected for a sequence of blocks of pixels comprising the block of pixels and a multiplication factor selected from a set of multiplication factors based on a ratio of the texture measure and the average texture measure, and quantizing the block of pixels using the block quantization step size.

Abstract: A system for decomposing a liquid or gaseous organic compound comprises a ultraviolet decomposition unit and an intermediate product treatment apparatus. The ultraviolet decomposition unit decomposes an organic compound contained in polluted liquid or polluted gas by irradiating ultraviolet rays whose wavelength is less than 300 nm to the polluted liquid or the polluted gas containing the organic compound. An acid electrolytic water feed pipe and an alkali electrolytic water feed pipe are respectively connected to the intermediate product treatment apparatus through valves to neutralize an intermediate product, which results from decomposition of the organic compound, for decomposition by selectively adding strong alkali electrolytic water and strong acid electrolytic water to the polluted liquid or the polluted gas containing the intermediate product.

Abstract: The video encoding rate control with the quantization parameter modulated by macroblock activity with macroblock activity measured using 16×16 intra-prediction mode SAD evaluations.

Abstract: A system for decomposing a liquid or gaseous organic compound comprises a ultraviolet decomposition unit and an intermediate product treatment apparatus. The ultraviolet decomposition unit decomposes an organic compound contained in polluted liquid or polluted gas by irradiating ultraviolet rays whose wavelength is less than 300 nm to the polluted liquid or the polluted gas containing the organic compound. An acid electrolytic water feed pipe and an alkali electrolytic water feed pipe are respectively connected to the intermediate product treatment apparatus through valves to neutralize an intermediate product, which results from decomposition of the organic compound, for decomposition by selectively adding strong alkali electrolytic water and strong acid electrolytic water to the polluted liquid or the polluted gas containing the intermediate product.

Abstract: A system for decomposing a liquid or gaseous organic compound comprises a ultraviolet decomposition unit and an intermediate product treatment apparatus. The ultraviolet decomposition unit decomposes an organic compound contained in polluted liquid or polluted gas by irradiating ultraviolet rays whose wavelength is less than 300 nm to the polluted liquid or the polluted gas containing the organic compound. An acid electrolytic water feed pipe and an alkali electrolytic water feed pipe are respectively connected to the intermediate product treatment apparatus through valves to neutralize an intermediate product, which results from decomposition of the organic compound, for decomposition by selectively adding strong alkali electrolytic water and strong acid electrolytic water to the polluted liquid or the polluted gas containing the intermediate product.

Abstract: This invention controls a system that simultaneously processes video and audio data in real time having read and write track buffers. The invention detects a specific state at one of the storage devices that generates a long delay for communication. Upon this detection, the invention dynamically allocating a fixed amount of memory to read and write track buffers. The storage devices include a first storage device having a long delay caused by mechanical performance, such as a DVD read/write drive and a second storage device not having a long delay caused by mechanical performance such as a hard disk drive.

Abstract: A system for decomposing a liquid or gaseous organic compound comprises a ultraviolet decomposition unit and an intermediate product treatment apparatus. The ultraviolet decomposition unit decomposes an organic compound contained in polluted liquid or polluted gas by irradiating ultraviolet rays whose wavelength is less than 300 nm to the polluted liquid or the polluted gas containing the organic compound. An acid electrolytic water feed pipe and an alkali electrolytic water feed pipe are respectively connected to the intermediate product treatment apparatus through valves to neutralize an intermediate product, which results from decomposition of the organic compound, for decomposition by selectively adding strong alkali electrolytic water and strong acid electrolytic water to the polluted liquid or the polluted gas containing the intermediate product.