Canon Kabushiki Kaisha

Keisuke Tateno

Shinji Uchiyama

Daisuke Kotake

Masakazu Fujiki

Yuichiro Hirota

Masahiro Suzuki

Kazuhiko Kobayashi

Makoto Tomioka

Akihiro Katayama

Hisayoshi Furihata

An information processing apparatus for determining control values for controlling a position of a vehicle for conveying a cargo includes an acquisition unit configured to acquire first information for identifying a three-dimensional shape of the cargo based on a captured first image of the cargo, and second information for identifying, based on a captured second image of an environment where the vehicle moves, a distance between an object in the environment and the vehicle, and a determination unit configured to, based on the first information and the second information, determine the control values for preventing the cargo and the object from coming closer than a predetermined distance.

Information processing apparatus, information processing method, information processing system, and storage medium

There is provided a position and orientation measurement apparatus, information processing apparatus, and an information processing method, capable of performing robust measurement of a position and orientation. In order to achieve the apparatuses and method, at least one coarse position and orientation of a target object is acquired from an image including the target object, at least one candidate position and orientation is newly generated as an initial value used for deriving a position and orientation of the target object based on the acquired coarse position and orientation, and the position and orientation of the target object in the image is derived by using model information of the target object and by performing at least once of fitting processing of the candidate position and orientation generated as the initial value with the target object in the image.

Position and orientation measuring apparatus, information processing apparatus and information processing method

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.

Information processing apparatus and method of selecting viewpoint for measuring object, and measuring system

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.

Information processing apparatus, method, and program

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.

Information processing apparatus, information processing method, and program

An information processing apparatus comprises a position and orientation estimation unit configured to estimate each of positions and orientations of a first part and a second part, based on an image including the first part and the second part to which the first part is assembled; and a determination unit configured to determine assembly success/failure of the first part with respect to the second part based on each of the positions and orientations of the first part and the second part.

Information processing apparatus, control method thereof, information processing system, and non-transitory computer-readable storage medium

An information processing apparatus includes: an input unit that inputs an image of real space captured by an image capturing apparatus; a measurement value input unit that inputs a measurement value regarding a position and orientation of the image capturing apparatus measured by a sensor attached to the image capturing apparatus; a position and orientation derivation unit that, based on three-dimensional information of a feature in the real space and the input image, derives a position and orientation of the image capturing apparatus; a determination unit that, based on the measurement value and the position and orientation of the image capturing apparatus derived by the position and orientation derivation unit, makes a determination as to whether derivation of the position and orientation of the image capturing apparatus performed by the position and orientation derivation unit has failed; and an output unit that outputs a result provided by the determination unit.

Information processing apparatus, method, and storage medium for determining a failure of position and orientation measurement of an image capturing device

A three-dimensional shape model of a target object is input. A position and orientation of at least one image sensing device used to capture an image of the target object is set so as to virtually set a relative position and orientation between the target object and the image sensing device for the three-dimensional shape model of the target object. At least one position and orientation of the image sensing device is selected. Geometric features are grouped based on a relationship between an image to be obtained at the selected position and orientation of the image sensing device and the geometric features of the three-dimensional shape model.

Model generation apparatus, information processing apparatus, model generation method, and information processing method

An information processing apparatus includes an image acquisition unit, variation amount deriving unit, acquisition unit, and threshold value deriving unit. The image acquisition unit acquires a captured image obtained by an imaging unit. The variation amount deriving unit derives a luminance value variation amount of a predetermined area of the acquired captured image based on a luminance value of the predetermined area and first information indicating a relationship between a captured image luminance value and an amount of luminance value variation. The acquisition unit acquires an amount of variation of a luminance gradient value based on the derived amount of variation of the luminance value, wherein the luminance gradient value is a gradient value of the luminance value. The threshold value deriving unit derives a threshold value with which an obtained luminance gradient value is to be compared, based on the acquired amount of variation of the luminance gradient value.

Information processing apparatus, information processing method, position and orientation estimation apparatus, and robot system

To calculate the position and orientation of a target object with high accuracy, an information processing apparatus converts an image feature on a two-dimensional image into a corresponding position in a three-dimensional space, acquires a first registration error between the converted image feature and a geometric feature of a model, acquires a second registration error between a distance point and the geometric feature of the model, and then derives the position and orientation of the target object based on the acquired first registration error and the acquired second registration error.

Information processing apparatus, information processing method, and storage medium

A shape model of an object to be measured is held. An image of the object obtained by a first device is inputted. Range information obtained by a second device is inputted, and the range information indicates surface positions of the object. A first degradation degree of the image caused by relative motion between the object and the first device, and a second degradation degree of the range information caused by relative motion between the object and the second device are estimated. A position and/or orientation of the object is estimated based on the image and/or range information, the shape model, and the first and second degradation degrees.

Information processing apparatus, method therefor, measurement apparatus, and working apparatus for estimating a position/orientation of a three-dimensional object based on relative motion

A position and orientation measurement device includes a grayscale image input unit that inputs a grayscale image of an object, a distance image input unit that inputs a distance image of the object, an approximate position and orientation input unit that inputs an approximate position and orientation of the object with respect to the position and orientation measurement device, and a position and orientation calculator that updates the approximate position and orientation. The position and orientation calculator calculates a first position and orientation so that an object image on an image plane and a projection image of the three-dimensional shape model overlap each other, associates the three-dimensional shape model with the image features of the grayscale image and the distance image, and calculates a second position and orientation on the basis of a result of the association.

Position and orientation measurement device and position and orientation measurement method

An information processing apparatus configured to estimate a position and orientation of a measuring object using an imaging apparatus includes an approximate position and orientation input unit configured to input a relative approximate position and orientation between the imaging apparatus and the measuring object, a first position and orientation updating unit configured to update the approximate position and orientation by matching a three-dimensional shape model to a captured image, a position and orientation difference information input unit configured to calculate and acquire a position and orientation difference amount of the imaging apparatus relative to the measuring object having moved after the imaging apparatus has captured an image of the measuring object or after last position and orientation difference information has been acquired, and a second position and orientation updating unit configured to update the approximate position and orientation based on the position and orientation difference amount.

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Kawasaki, Japan

Keisuke Tateno