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52results about How to "Improve monotonicity" patented technology

Image definition evaluation method, automatic focusing method and corresponding devices

The embodiment of the invention relates to an image definition evaluation method, an automatic focusing method and corresponding devices which are used for solving a problem that an image definition evaluation method in the prior art cannot adaptively improve the properties such as peak and monotonicity of an image definition evaluation function. According to the invention, the value range of a mapping relation between a brightness value and a definition evaluation value of each initial detail block can be determined in an adaptive manner according to the brightness value and the definition evaluation value of each initial detail block under different external illumination brightness in each scene; when automatic focusing is required to be performed, at least one brightness range value corresponding to each sub-block is determined according to the predetermined value range of the mapping relation and a current definition evaluation value of the sub-block, whether the current sub-block is a evaluation detail block or not is judged according to a current brightness value corresponding to the sub-block, and different weights are respectively given to evaluation detail blocks and non evaluation detail blocks, so that the interference such as noise and brightness can be eliminated, and adaptive improvement for the properties such as the peak and monotonicity of the image definition evaluation function is realized.
Owner:ZHEJIANG DAHUA TECH CO LTD

Mechanical rotating part performance degradation tracking method based on multi-feature fusion

The invention discloses a mechanical rotating part performance degradation tracking method based on multi-feature fusion, and relates to a mechanical rotating part performance degradation tracking method. The objective of the invention is to solve the problems that an existing performance degradation tracking method cannot comprehensively and accurately describe all state information of a mechanical rotating part and cannot provide effective reference data for performance degradation of the mechanical rotating part. The method comprises the following steps: 1, acquiring degradation data of a mechanical rotating part; 2, extracting a plurality of features from the original vibration signal of the mechanical rotating part; 3, calculating the correlation, monotonicity, robustness and comprehensive indexes of the extracted features, and screening eight features with the highest comprehensive index value to form a sensitive feature data set; and step 4, constructing an LSTM network, inputting the sensitive feature data set screened in the step 4 into the LSTM network, and performing multi-feature fusion to obtain a fusion feature LSTM-HI which is the health factor. The method is used for mechanical rotating part performance degradation tracking.
Owner:HARBIN INST OF TECH

Harmful particle detection method before clinical use of injection

The invention discloses a harmful particle detection method before clinical use of an injection. The harmful particle detection method comprises an early-stage preparation step, a water feeding and draining step, a preparation detecting step and a detection step. The detection step comprises the following specific steps: controlling an ultrasonic transducer and a detection ultrasonic transducer to respectively transmit pulse ultrasonic waves according to the reference frequency f0, the frequency of 1.5f0 and the frequency of 0.75f0 by using a microprocessor, respectively recording the three scattering echo measuring values and overlapping the three scattering echo measuring values to obtain comparison scattering sound pressure V0 and scattering sound pressure V1 to be detected; obtaining a harmful particle detection result of information of particle sizes in relevant detection regions are longer or shorter relative to standard particles with 50 Mum particle size each and the like according to a ratio, namely k*V1 / V0 by the microprocessor; and meanwhile, displaying the result through a touch screen and carrying out sound-light alarming. According to the technical scheme, due to the adoption of a triple media ultrasonic back scattering and centrifugal sedimentation technology, harmful particle detection with non contact, non intrusion, non destructiveness and measurement error correcting function can be realized, and is simple in operation and feasibility.
Owner:SHAOXING UNIVERSITY

Audio and video recognition system and method based on the Internet

The invention discloses an audio and video recognition system based on the Internet. The system comprises a data acquisition module, a data playing module, a video monitoring module, a video storage module, a video retrieval module and a video statistical module; the data acquisition module is connected with the data playing module, and the data acquisition module comprises an audio and video extraction unit, a protocol analysis unit, a media decoding unit and a user management unit; the data playing module is separately connected with the video monitoring module and the video storage module; and the video storage module is separately connected with the video retrieval module and the video statistical module. According to the audio and video recognition system disclosed by the invention, the acquired audio and video information is played by the video playing module, thereby having a diversified playing mode and perfecting the monotonicity of the video playing mode; and the audio and video are stored, retrieved and counted, so the video query and statistical functions can be increased; and the audio and video programs transmitted by the Internet can be checked through the video monitoring module to improve the management to the contents of the audio and video.
Owner:朝阳聚声泰(信丰)科技有限公司

A Performance Degradation Evaluation Method of Turbine Engine Based on Stacked Denoising Autoencoder

The invention discloses a turbine engine performance degradation evaluation method based on a stacked-denoising auto-encoder, and belongs to the technical field of engine performance degradation evaluation. The turbine engine performance degradation evaluation method solves the problems that traditional multi-sensor data selection needs to rely on complex information evaluation criteria, extraction of degraded features in HI construction depends on a large number of signal processing techniques and expert experience, supervised training method label selection relies on manual participation, and a method is low in universality. Four denoising auto-encoders build stacked-denoising auto-encoders to extract the single node value of input data. Training set data carries out pre-training to thenetwork and uses a BP algorithm to fine-tune parameters. The extracted single node value is considered to be the health factor value at each cycle, and an HI curve of a training set is established. The test set is input to the trained stacked-denoising auto-encoder to obtain the health factor value at each cycle and construction an HI curve. The HI curves of training set and test set are subjectedto smoothing processing respectively, and the HI curves after smoothing processing are evaluated.
Owner:HARBIN INST OF TECH

Design and method of domain layout of 14-bit integrated circuit DAC (Digital to Analog Converter) current source array

The invention discloses design and a method of domain layout of a 14-bit integrated circuit DAC (Digital to Analog Converter) current source array. In the design of the domain layout of the 14-bit integrated circuit DAC (Digital To Analog Converter) current source array, a main array formed by orderly arranging a plurality of current source is comprised; the main array is divided into four main quadrants by a vertical centerline and a horizontal centerline; the current source arrays of the four main quadrants are arranged in a star-like symmetrical manner based on a center; each main quadrant is divided into four auxiliary quadrants by a vertical centerline and a horizontal centerline, and four auxiliary quadrants are arranged in a star-like symmetrical manner based on a center. Specifically, a two-layer tree-like structure is adopted, bidimentional two-step symmetrical layout is achieved, layers are relatively independent, and quadrants are relatively independent; when number input codes are increased from full 0 to full 1 and the current sources are sequentially opened, the structure can well eliminate gradient error, symmetry error and immediate technology error and has good heat-resistant gradient effect. The design has the characteristics of good monotonicity, offset error, differential and integral linearity, spurious-free dynamic range and signal to noise ratio.
Owner:CHENGDU CORPRO TECH CO LTD

Conversion circuit based on resistance voltage division and capacitance integration and digital-to-analog converter

The invention provides a conversion circuit based on resistance voltage division and capacitance integration and a digital-to-analog converter, and relates to the technical field of integrated circuits. The circuit comprises a resistance voltage division unit and a capacitance integration unit, the resistance voltage dividing unit receives a reference voltage and outputs a first analog voltage or a second analog voltage to the capacitance integration unit. The capacitance integration unit comprises a first sampling transfer module and a second sampling transfer module; the first sampling transfer module and the second sampling transfer module perform sampling alternately, control time sequences are complementary, and when the first sampling transfer module performs charge transfer, the second sampling transfer module performs pre-sampling. According to the conversion circuit, on the basis that high-precision conversion and good monotonicity of the digital-to-analog converter are guaranteed, the clock frequency needed by the whole digital-to-analog conversion is reduced in a phase-changing mode, equivalently, the power consumption needed by the digital-to-analog conversion is reduced, and the conversion circuit has high practical value.
Owner:PEKING UNIV

A 10-bit high-precision DAC current source array and its layout method

The invention provides a 10-bit high-precision digital-to-analog converter (DAC) current source array and a layout method thereof. Firstly a mirror image to be rotated is generated for replacing a 16*16 sub-array Z to be converted, and the 16*16 sub-arrays are respectively obtained by multiple times of conversion and then are further composed into a final array. According to the layout method of the invention, matching of high and low current sources in the DAC current source array can be improved, integral non-linearity (INL) and differential non-linearity (DNL) characteristics of the DAC can be reduced, and a chip area is further reduced, and the space is saved; a current mirror can copy the current more accurately; and furthermore, a stray capacitance value can also be reduced, and surges generated during conversion between an MSB and an LSB can be effectively reduced. The layout of the same center of gravity adopted by the invention can be effectively improved, the influence of a ladder degree error can be counteracted, and mismatching of the current source array caused by systematic errors and random errors can be reduced while high conversion precision and high speed are ensured, so that the DAC circuit has better performance.
Owner:南京德睿智芯电子科技有限公司
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