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179 results about "Subjective feeling" patented technology

Text classification model optimization method based on crowdsourcing feedback and active learning

The invention discloses a text classification model optimization method based on crowdsourcing feedback and active learning. The method comprises the following steps that: selecting a text dataset, dividing the text dataset into an initial training set and a residual dataset; obtaining a word from the text dataset; constructing the feature set of the text dataset, and carrying out vectorization on the text dataset; and introducing the active learning on a classification model, predicting the sentiment polarity of the text dataset subjected to the vectorization, and combining a crowdsourcing feedback information optimization model to obtain a text classification result. By use of the method, constructing is used for collecting manually annotated reasons, more user information is obtained, the subjective feeling of people is mined, crowdsourcing feedback information is fused into the model in a weight change way, and the text classification model is optimized so as to improve model classification performance. An active learning algorithm is also introduced, and an annotation sample with a highest value is picked up and handed to a crowdsourcing platform to be annotated so as to lower annotation cost. Under a limited budget, annotation accuracy is improved, and the problem that a text classification task containing label data is in shortage is solved.
Owner:EAST CHINA NORMAL UNIV

Objective evaluation method of no-reference video quality weighted based by key frame image quality

The invention discloses an objective evaluation method of no-reference video quality weighted by key frame image quality. The method comprises the steps of: firstly, preliminarily selecting a key frame according to a movement intensity method weighed by a human eye interest, then dividing the preliminarily selected key frame into a scene switching type key frame and a non-scene switching type key frame by correlation analysis; evaluating image quality of the non-scene switching type key frame, subdividing the non-scene switching type key frame into a content change type key frame and a quality change type key frame according to an evaluation result; finally carrying out weighted summation calculation on single frame quality by using a duration factor and a deterioration frequency factor of the quality change type key frame, and obtaining the quality evaluation result of an entire video sequence. According to the objective evaluation method, the defect that then existing evaluating technology cannot be coincided with an actual subjective feeling; computation complexity can be reduced on the premise of ensuring the evaluating performance; the objective evaluation method is suitable for automatic evaluation of various video applications of an existing network, simple in operating steps and easy to integrate.
Owner:北京东方文骏软件科技有限责任公司 +1

Quality estimation method of exit-entry digital portrait photos

InactiveCN101609500AMeet management business requirementsMeet the requirementsCharacter and pattern recognitionFace detectionAmbiguity
The invention provides a quality estimation method of exit-entry digital portrait photos. The quality estimation method comprises the following steps: the format size and file size detection of each digital portrait photo, face detection, eye positioning, face horizontal centering detection, the exposure detection of global luminance deviation and partial luminance deviation, the clearness detection of contrast evaluation and ambiguity evaluation and the color detection and the background detection for detecting the skin naturalness in an Lab color space and judging whether colors in an image face area are qualified or not. The quality estimation method has the advantages that a quality estimation module of the digital portrait photos, specific quality detection items, detection flows, estimation indexes and estimation methods are established, which is different from the prior quality estimation method of the digital portrait photos relying on subjective estimation. The invention judges the quality of each digital portrait photo without relying on a standard image, obtains the judging result in accordance with the subjective feeling of people and the requirements of a face recognition system, thereby favorably satisfying the business requirements for managing the exit-entry digital portrait photos.
Owner:THE FIRST RES INST OF MIN OF PUBLIC SECURITY +1

Indoor environment integrated control system and method based on user comfort

The invention provides an indoor environment integrated control system based on user comfort. The system comprises a human-computer interaction device, a detection device, a control device and a regulating device, wherein the human-computer interaction device is used for receiving the comfort information of a user about an indoor environment and generating a relevant comfort information signal; the detection device is used for detecting one or more current environment parameters of the indoor environment and generating relevant current environment parameter signals; the control device is used for receiving and analyzing the comfort information signal and the current environment parameter signals to obtain a target parameter domain of the indoor environment and generating an environment control signal corresponding to the target parameter domain; and the regulating device is used for executing regulating action according to the environment control signal so as to regulate the current environment parameters to be relevant target environment parameters. The invention also provides an indoor environment integrated control method based on user comfort. Indoor environment regulating equipment is regulated based on the subjective feeling of the user comfort, so that comfortable and satisfactory indoor environment can be provided for users.
Owner:TSINGHUA UNIV +1

Encoding integration system and method and decoding integration system and method

The present invention discloses a code integrating system and method and a decode integrating system and method, which belongs to the multimedia signal processing and information source coding field. The code integrating system comprises a receiving module, an extracting module, a sort module, a sub-coder, a control module, a merge module and a packing and transmitting module; the decode integrating system comprises a receiving and unpacking module, an analyzing module, a sub-decoder, a control module and a buffer memory outputting module. The code integrating method comprises that relevant information is extracted from the multimedia signal and one route main signal; the main signal or the multimedia signal is classified; the main signal is coded by the sub-coder, and then merged with various parameters and outputted after packing. The decode integrating method comprises that code stream data is received, the main signal is gained by decoding after unpacking and analyzing, and the main signal or the processed main signal is outputted. The present invention can fully exert the ascendancy of various individualized multimedia coder, and meet the requirements of subjective feeling characteristics and different channels.
Owner:TSINGHUA UNIV

Anti-shake device and method of video camera

The invention discloses an anti-shake device and method of a video camera. The anti-shake device comprises a position sensor, a controller, a servo mechanism, an imaging device and a frame extraction device, the position sensor measures linear acceleration and angular acceleration caused by shaking of the video camera and transmits the linear acceleration and the angular acceleration to the controller, the linear acceleration and the angular acceleration caused by shaking can be converted into mobile distance and angle by the controller, the mobile distance and angle are then compared with the maximum distance and the maximum angle of moving of the imaging device, image frames with the moving distance and angle caused by shaking and exceeding the maximum distance and the maximum angle of moving of the imaging device is abandoned in advance, and on the premise of no influence on subjective feeling of videos, the image frames exceeding the set frame number are abandoned actively according to preset strategies, the servo mechanism is controlled to stop actions within the framing period of abandoning the image frames in advance and the frame extraction device is controlled to abandon the image frames to be abandoned. By the anti-shake device and method, operation time and distance of the servo mechanism are reduced, and servo accuracy requirements are lowered.
Owner:ZHEJIANG UNIVIEW TECH CO LTD

Method for detecting color of Chinese herbal tablet

The invention discloses a method for detecting the color of the Chinese herbal tablet, comprising the followings steps: converting the information on the color of the contrasted Chinese herbal tablet and the Chinese herbal tablet to be detected into the CIELab value, and calculating the difference between the color of the contrasted Chinese herbal tablet and the color of the Chinese herbal tablet to be detected according to the CIEDE2000 color difference calculation formula. The method can be used for quantitatively describing the color of the Chinese herbal tablet and the difference between the color of the contrasted Chinese herbal tablet and the color of the Chinese herbal tablet to be detected so as to change the status quo of the traditional method for judging the color of the Chinese herbal tablet fully by the subjective feeling and experience and better ensure the quality of the Chinese herbal tablet. The CIELab value is obtained in such a way of putting the contrasted Chinese herbal tablet and the Chinese herbal tablet to be detected on the white background, taking a picture for the contrasted Chinese herbal tablet by using a CCD camera when a certain condition being met, collecting the picture for the contrasted Chinese herbal tablet in a computer and converting the information on the color of the contrasted Chinese herbal tablet in the picture into the CIELab value.
Owner:JIANGXI UNIVERSITY OF TRADITIONAL CHINESE MEDICINE

Device and method for estimating discomfort in watching 3D images by bioelectricity

The invention discloses a device and a method for estimating discomfort in watching 3D images by bioelectricity, wherein the device comprises a 3D playing device and a watcher, an electroencephalogram collection recording unit for collecting electroencephalogram signals from the watcher, a myoelectricity collection recording unit for collecting myoelectricity signals from the watcher, a signal processing unit for receiving and processing the collected electroencephalogram signals and the collected myoelectricity signals, and a characteristic quantity extraction part for extracting characteristic quantities from the signal processing unit. The method comprises the following steps: initialization settings of the system, collection of the electroencephalogram signals and the myoelectricity signals, and signal processing. The invention provides the method for estimating the discomfort in watching the 3D images by utilizing bioelectricity signals, which extracts characteristic quantities of the bioelectricity signals indicating discomfort in watching the 3D images by collecting and processing the electroencephalogram signals and the myoelectricity signals so as to estimate the playing effect of a 3D image device; the electroencephalogram signals and the myoelectricity signals of an organism are not influenced by subjective feeling, and are the neuroelectricity physiological response of the organism to the playing effect of the 3D image device, therefore, the estimation method is an objective estimation method with high reliability.
Owner:INST OF BIOMEDICAL ENG CHINESE ACAD OF MEDICAL SCI

Indoor temperature control system and method based on subjective feeling

The invention relates to an indoor temperature control system and method based on the subjective feeling. The system comprises a man-machine interaction unit which performs communication through the wireless network and an air conditioning tail-end device controller. The method comprises the following steps: the man-machine interaction unit sends wakening signals to the air conditioning tail-end device controller through a broadcast mode; the air conditioning tail-end device controller feeds back air conditioning tail-end position signals, the man-machine interaction unit analyzes and judges the relative distance between the air conditioning tail ends and the man-machine interaction unit, performs ordering according to the feedback of the position signals, and sends cold and hot quantity demand to the air conditioning tail-end device controller according to the proximity distance principle; the air conditioning tail-end device controller feeds back state signals of the air conditioning tail-end device controller, performs address configuration, analysis and encapsulation of a data package to the tail-end device, and calculates and optimizes indoor temperature setting value according to the cold and hot quantity demand at the same time, so that refrigeration capability and heating capability of the tail end of the air conditioning are adjusted. According to the system and the method, the refrigeration capability and heating capability of the tail end of the air conditioning are adjusted according to the subjective feelings of the temperature of indoor personnel in different positions.
Owner:BIOCHEM ENG COLLEGE OF BEIJING UNION UNIV

Power downshift calibrating method and system of double-clutch gearbox

The invention discloses a power downshift calibrating method and system of a double-clutch gearbox. The method comprises the following steps of executing calibration operation so that a vehicle can operate; when the vehicle runs to the preset gear, controlling the throttle opening degree according to the set target vehicle speed, so that a double-clutch gearbox controller and an engine control unit execute powder downshift; sending the rotating speed synchronization time to the double-clutch gearbox controller; in the power downshift process, collecting a longitudinal acceleration signal of the vehicle, and converting the longitudinal acceleration signal into the gear shift impact degree; judging whether the gear shift impact degree is within the preset allowable range or not; according to different conditions, resetting the rotation speed synchronization time or resetting the target vehicle speed; executing the calibration again; finally, screening and storing the calibration parameter combination; finishing the calibration. The method and the system have the advantages that the data analysis and evaluation on the downshift smoothness is realized without depending the experience and subjective feeling of detection personnel, so that the calibration precision and quality are ensured.
Owner:ANHUI JIANGHUAI AUTOMOBILE GRP CORP LTD

Car transparent A column device capable of adjusting height to adapt to eye point of driver

The invention discloses a car transparent A column device capable of adjusting the height to adapt to an eye point of a driver. An A column display screen information processing control unit is in communication connection with a camera. The input end of an A column display screen is in communication connection with the A column display screen information processing control unit. A display screen adjusting control HMI device and the A column display screen information processing control unit are in communication connection with a vehicle-mounted ECU through a CAN bus. The camera collects road traffic environment image information in front of a car, and the A column display screen information processing control unit conducts perspective transformation and cutting display processing on the environment image information obtained by the camera; the display screen adjusting control HMI device obtains action information on behalf of the driver intention and sends the action information to thevehicle-mounted ECU, and the vehicle-mounted ECU sends corresponding adjusting instruction to the A column display screen information processing control unit; and the A column display screen information processing control unit adjusts corresponding images displayed by the A column display screen so as to output part of covered image information which conforms to the driver subjective feeling anddisplayed through the A column display screen.
Owner:JILIN UNIV
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