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48 results about "Spatial cognition" patented technology

Spatial cognition is concerned with the acquisition, organization, utilization, and revision of knowledge about spatial environments. These capabilities enable humans to manage basic and high-level cognitive tasks in everyday life. Numerous disciplines (such as Psychology, Geographic Information Science, Artificial Intelligence, Cartography, etc.) work together to understand spatial cognition in humans and in technical systems. Spatial cognition studies have helped to link cognitive psychology and neuroscience together. Scientists in both fields work together to figure out what role spatial cognition plays in the brain as well as the neurobiological infrastructure that surrounds it. Spatial cognition is closely related to how people talk about their environment, find their way in new surroundings, and plan routes. It has been found that neurological and neuropsychological problems are linked to a difference in spatial behavior.

Image geography marking method based on spatial cognition learning

The invention provides an image geography marking method based on spatial cognition learning and relates to the field of deep learning and image classifying and marking. The image geography marking method comprises the steps that images are preprocessed to make a training set and a verification set meet an input format of a deep learning tool; the deep learning tool is utilized to establish a convolutional neural network, and spatial distribution of image features is learned by using a global average pooling layer; the training set is used for performing end-to-end training, so that a network automatically learns the geographic features of images, and parameters of the network are modified in the training process, so that the global average pooling layer has the high sensitivity to the geographic features; a training model is saved, and the model is verified by using a verification set; the saved training model is used for calculating a new testing object to obtain geographic marks of the images. The geographic features in the images are automatically learned from the input images, the interference to manual feature selection is avoided, and automatic and efficient feature learning is achieved in large-scale image geographic feature learning tasks.
Owner:CHONGQING UNIV OF POSTS & TELECOMM

Multi-eye movement data-based map symbol user interest analysis method

The invention belongs to the technical field of map user spatial cognition ability analysis, and particularly relates to a multi-eye movement data-based map symbol user interest analysis method. The method comprises the following steps of: 1, designing an eye movement experiment to obtain eye movement data, and recording tested eye movement data by utilizing an eye tracker; 2, eye movement data preprocessing: screening eye movement types in an interest area, and only retaining three types of eye movement data with single meanings to serve as data basis; 3, establishment of a user interestingness formula: respectively calculating a time, a frequency and size user interestingness, and respectively calculating weights of the three types of data by utilizing an entropy weight method so as to realize the construction of the user interestingness calculation formula; and 4, user interestingness evaluation: carrying out statistic on evaluation scoring values, for a map symbol, of all the pieces of tested data by utilizing a user interview method, taking the evaluation scoring values as real values to carry out measurement, and calculating the correctness of a user interestingness calculation result through an average correctness formula so as to finally determine the reliability and accuracy of the user interestingness calculation formula.
Owner:PLA STRATEGIC SUPPORT FORCE INFORMATION ENG UNIV PLA SSF IEU

Intelligent three-dimensional processing method of two-dimensional sketch

InactiveCN105096387APromote three-dimensional space cognitionExpand field of view3D modellingHorizonPoint cloud
The invention discloses an intelligent three-dimensional processing method of a two-dimensional sketch. The method comprises the following steps: (1), capturing and drawing a track of a free-hand sketch of a user to obtain a two-dimensional closed contour; (2), extracting a middle skeleton line from the two-dimensional closed contour; (3), lifting the middle skeleton line according to a selected proportion; (4), connecting skeleton points and peripheral contour points by an elliptic curve to form a rough linear structure of a three-dimensional model; and (5), obtaining a three-dimensional point cloud based on the linear structure of the three-dimensional model and constructing a continuous and smooth three-dimensional mesh model by using a mesh generation algorithm. According to the invention, the three-dimensional attribute of the free-hand sketch are combined with virtual-reality interaction, so that the three-dimensional spatial cognition, the things relation cognition, and operational capacity development of children can be promoted. The utilization of the method has the great significance in expanding the cognitive domain and the horizon of the children, improving the learning interest of the children, and stimulating the creativity and imagination of the children.
Owner:QINGDAO UNIV OF SCI & TECH

Hierarchical spatial location description method and device based on Voronoi diagram and landmark

The invention is suitable for the field of landmark description, and provides a hierarchical spatial location description method and device based on a Voronoi diagram and a landmark. The hierarchical spatial location description method based on the Voronoi diagram and the landmark comprises the steps that the Voronoi diagram of the landmark is generated for the landmark in space; a hierarchical spatial reference framework of the landmark is established; the multiple landmarks are selected to serve as reference objects according to a target object, and the hierarchical spatial location description of the target object is established according to the reference objects. According to the hierarchical spatial location description method and device based on the Voronoi diagram and the landmark, the problem that the spatial location of the target object is not in accordance with the human spatial cognition due to the fact that the spatial location of the target object is described only by adopting a hierarchy reference system can be solved; a hierarchical spatial reference system is established through the Voronoi diagram, and the spatial location description of the target object is automatically generated on the basis of the reference system; the description is in accordance with the hierarchy of the human on the spatial cognition and the habits in different scenes, and therefore the locating efficiency of the target object can be improved.
Owner:HARBIN INST OF TECH SHENZHEN GRADUATE SCHOOL

Man-machine cooperation natural language space navigation method and system

The invention discloses a man-machine cooperation natural language space navigation method and system, and the method comprises the steps of enabling a robot to receive a space navigation voice instruction transmitted by a user, and converting the space navigation voice instruction into a corresponding navigation instruction array according to a preset grammatical rule, wherein the space navigation voice instruction belongs to a natural language; enabling the robot to collect the position and attribute of a landmark object in an environment where the robot is located; determining a spatial cognition map of the robot according to the attributes of the landmark objects; enabling the robot to perform cognitive reasoning on the navigation instruction array based on the spatial cognitive map, determine the spatial three-dimensional coordinates of a destination to be reached by the robot required by the navigation instruction array in the spatial cognitive map, and determine the action to beexecuted when the robot reaches the destination; and enabling the robot to execute a related navigation action according to the spatial three-dimensional coordinates of the destination and the actionto be executed so as to reach the destination. According to the present invention, the understanding of the robot on the intention of the human natural language space navigation instruction is enhanced.
Owner:HUAZHONG UNIV OF SCI & TECH

VR-based spatial cognitive ability training method and system

The invention discloses a spatial cognitive ability training method and system based on VR equipment, and the training method comprises the steps: A1, receiving a scene triggering instruction, and displaying a virtual reality scene; A2, receiving a training level instruction, and determining corresponding path information; A3, receiving a training starting instruction, displaying a current user role in the virtual reality scene, and automatically walking according to the path information; A4, when the walking direction needs to be selected at the intersection of the path information, sending an operation prompt tone to the user; A5, receiving direction information triggered by a user, judging whether the direction information is correct or not, and if not, sending out a selection error prompt tone; and A6, receiving direction information triggered by the to-be-trained user again, judging whether the direction information is correct or not until the triggered direction information is correct, and enabling a current user role displayed in the virtual reality scene to automatically walk according to the path information until a destination is reached. According to the invention, the user can train the spatial cognitive ability in the virtual reality scene.
Owner:NORTHEASTERN UNIV +1

Space cognitive ability intelligent evaluation system and method based on virtual reality

The invention relates to the technical field of virtual reality, in particular to an intelligent spatial cognitive competence evaluation system and method based on virtual reality, and the system comprises a virtual reality module, a data recording module, a data processing module, an intelligent evaluation module and a database. The virtual reality module comprises a cognitive task unit and a master control interaction unit, provides a task login interface, an immersive virtual reality scene and a water maze cognitive test task, and realizes interaction between a user and a virtual reality scene; the data recording module is used for collecting and storing task performance data and behavior data of the user; the data processing module comprises data preprocessing and feature extraction; and the intelligent evaluation module automatically predicts a spatial cognitive ability score by using a machine learning regression model. According to the method, the virtual reality technology is applied to spatial cognitive ability research, automatic evaluation is realized by using a machine learning algorithm, the ecological effectiveness and convenience of evaluation are improved, and a new means is provided for application of spatial cognitive ability evaluation in multiple scenes.
Owner:SOUTH CHINA UNIV OF TECH +1
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