Abstract: An information processing apparatus includes an update unit and an obtaining unit. The obtaining unit obtains a second position of a map feature point included in map information based on the map information and information obtained from a vehicle sensor. The map information includes a map feature point first position measured in an environment including a closed route along which the vehicle travels. The sensor-obtained information includes a sensor feature point measured by the sensor mounted on the vehicle while the vehicle travels along the closed route. Where a distance between an estimated vehicle first position and an estimated vehicle second position is greater than a threshold, map information updating is restrained. Where the vehicle traveling near the vehicle first position continues traveling along the closed route, the update unit updates the map information between when the vehicle leaves the vehicle first position and nears the vehicle second position.

Abstract: There is provided with an information processing apparatus. From an image capturing apparatus which can move, a captured image of an object is obtained. The position of the image capturing apparatus is derived using the captured image and a three-dimensional map. The three-dimensional map is corrected using information indicating a reliability of: information indicating the three-dimensional position of the feature included in a predefined area in the three-dimensional map held by the holding unit; and information indicating a three-dimensional position of another feature of the object, the information obtained based on the captured image from an expanded area of the predefined area in the three-dimensional map held by the holding unit.

Abstract: An information processing apparatus includes an acquiring unit configured to acquire first data and second data, a deriving unit configured to derive gradient data describing a gradient of correspondence data on the basis of the correspondence data describing a correspondence between partial data of the first data and partial data of the second data, and a propagating unit configured to propagate the correspondence data on the basis of the gradient data.

Abstract: An information processing apparatus inputs a plurality of detected features that are detected from an image or three-dimensional data, holds a plurality of features of a physical space as a plurality of held features in association with availabilities in a calculation of a position/orientation of an apparatus that obtained the image or the three-dimensional data, decides spatial locations of the held features in the image or the three-dimensional data, and decides, based on the availabilities of the held features existing in a vicinity of one detected feature out of the plurality of detected features at the locations, a state of usage of the one detected feature in the position/orientation calculation.

Abstract: There is provided with an information processing apparatus. An acquisition unit acquires a first processing result including information for identifying the position of the mobile object and a second processing result including information for identifying the position of the mobile object. The first processing result is obtained by executing a first processing method on an image obtained by measuring at least surroundings of the mobile object by using a light receiving sensor installed on the mobile object. The second processing result is obtained by executing a second processing method different from the first processing method on an observation result obtained by observing the mobile object by using a light receiving sensor installed at a location at which it is possible to observe the mobile object.

Abstract: Whether to correct unevenness of brightness of a first image of an object onto which pattern light for three-dimensional shape measurement is projected is determined based on the first image or a second image of the object onto which the pattern light is not projected. If correction is performed, the three-dimensional shape of the object is measured using a corrected image obtained by correcting the unevenness of the brightness of the first image based on the second image; otherwise, the three-dimensional shape of the object is measured using the first image.

Abstract: An information processing apparatus presenting information to an operator operating an image pickup device includes an image-pickup range setting portion setting an image pickup range over which an image can be taken by the image pickup device, a position and orientation calculation portion calculating a position and orientation of the image pickup device by using the image taken by the image pickup device, an evaluation portion evaluating an image pickup situation in the image pickup range, set by the image-pickup range setting portion, on the basis of the position and orientation calculated by the position and orientation calculation portion, and a guide information presentation portion presenting, in accordance with evaluation by the evaluation portion, guide information for guiding an operation of the image pickup device on a display device.

Abstract: Whether a reference map can be changed is determined based on an index for evaluating a user's unlikeliness to notice a change in an appearance of a virtual object in an image captured by a camera, the change occurring when the reference map is changed to another map.

Abstract: Whether a reference map can be changed is determined based on an index for evaluating a user's unlikeliness to notice a change in an appearance of a virtual object in an image captured by a camera, the change occurring when the reference map is changed to another map.

Abstract: There is provided with an information processing apparatus. From an image capturing apparatus which can move, a captured image of an object is obtained. The position of the image capturing apparatus is derived using the captured image and a three-dimensional map. The three-dimensional map is corrected using information indicating a reliability of: information indicating the three-dimensional position of the feature included in a predefined area in the three-dimensional map held by the holding unit; and information indicating a three-dimensional position of another feature of the object, the information obtained based on the captured image from an expanded area of the predefined area in the three-dimensional map held by the holding unit.

Abstract: An information processing apparatus comprises an extraction unit configured to extract, as an image edge group, a plurality of image edges in the vicinity, which are detected from a captured image obtained by capturing a target object; a determination unit configured to determine a positional relationship between the image edges included in the image edge group; a holding unit configured to hold a positional relationship between model edges that constitute a three-dimensional model of the target object; a selection unit configured to select a combination of an image edge and a model edge, which correspond to each other, based on matching between the positional relationship of the image edges and the positional relationship of the model edges; and an collation unit configured to estimate a position/orientation of the target object based on the combination.

Abstract: An information processing apparatus comprises: a generating unit which generates, based on model information including a feature of an object, a model feature indicating the feature of the object to be acquired by observing the object respectively from a plurality of candidate viewpoints; an acquiring unit which acquires an image feature indicating features of images acquired by photographing the object respectively from the plurality of candidate viewpoints; an evaluating unit which evaluates each of the plurality of candidate viewpoints, based on a correspondence relation between the model feature and the image feature; and a selecting unit which selects, from the plurality of candidate viewpoints, one or more measurement viewpoints from which the object should be measured, on the basis of evaluation by the evaluating unit for each of the plurality of candidate viewpoints.

Abstract: In order to shorten the time required for a setting operation of features, an information processing apparatus includes an acquisition unit configured to acquire features used for deriving a positional attitude of an imaging device from an image captured by the imaging device, a setting unit configured to set a plurality of partial regions included in the image as a plurality of candidate regions to which a feature is to be added, an evaluation unit configured to evaluate the plurality of set candidate regions, a determination unit configured to determine a position and/or an orientation of a feature to be newly added based on the plurality of evaluated candidate regions, and an output unit configured to output the determined position and/or the orientation.

Abstract: Of a plurality of learning models learned to output geometric information corresponding to a captured image, a learning model corresponding to a setting region is acquired.

Abstract: An information processing apparatus for determining a placement of an image capturing apparatus capable of accurately measuring the position and orientation of an object through model fitting includes a holding unit that holds a 3D model representing a 3D shape of the object, a generating unit that generates candidates of the position and orientation of the image capturing apparatus relative to the object, an evaluating unit that evaluates the candidates of the position and orientation of the image capturing apparatus relative to the object based on a result of matching between data that virtually generates the object observed when the image capturing apparatus is placed in the position and orientation generated by the generating unit and the 3D model, and a determining unit that determines the position and orientation of the image capturing apparatus relative to the object based on the result of evaluation performed by the evaluating unit.

Abstract: An information processing apparatus includes an acquiring unit configured to acquire first data and second data, a deriving unit configured to derive gradient data describing a gradient of correspondence data on the basis of the correspondence data describing a correspondence between partial data of the first data and partial data of the second data, and a propagating unit configured to propagate the correspondence data on the basis of the gradient data.

Abstract: It is an object to enable a grasping operation to be executed according to a state of an object. The invention provides an information processing apparatus which determines the grasping operation in a grasping unit for grasping the object. The information processing apparatus has: an obtaining unit for obtaining an image acquired by capturing the object; a recognizing unit for recognizing a state of the object from the image obtained by the obtaining unit; and a generating unit for generating information for allowing the grasping unit to execute the grasping operation on the basis of the object state recognized by the recognizing unit and conditions to execute the grasping operation.

Abstract: An apparatus comprises an unit configured to obtain captured images captured at a plurality of positions/orientations; an unit configured to generate a guidance instruction for causing a captured image corresponding to a position/orientation substantially the same as a captured image of a stipulated state to be obtained; an unit configured to output the guidance instruction; an unit configured to determine whether or not one captured image obtained after output of the guidance instruction was captured at a position/orientation substantially the same as the captured image of the stipulated state; and an unit configured to, if the one captured image is determined to be captured at the position/orientation, generate or update a three-dimensional map from three-dimensional coordinates of a feature included in a captured image based on the plurality of captured images including the one captured image.

Abstract: Whether to correct unevenness of brightness of a first image of an object onto which pattern light for three-dimensional shape measurement is projected is determined based on the first image or a second image of the object onto which the pattern light is not projected. If correction is performed, the three-dimensional shape of the object is measured using a corrected image obtained by correcting the unevenness of the brightness of the first image based on the second image; otherwise, the three-dimensional shape of the object is measured using the first image.

Abstract: There is provided with an image processing apparatus. A captured image of a target object that is captured by an image capturing apparatus is obtained. Information that indicates a deterioration degree of the captured image is obtained for a position in the captured image. A feature of the target object is extracted from the captured image based on the deterioration degree. The feature of the target object and a feature of the three-dimensional model observed when the three-dimensional model is arranged in accordance with a predetermined position and orientation are associated. A position and orientation of the target object with respect to the image capturing apparatus are derived by correcting the predetermined position and orientation based on a result of association.